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AMIA 2021 Annual Symposium CME/CNE Information

October 26, 2021; October 30 – November 3, 2021
San Diego, CA

Instructions to Claim CME or CNE

  • When you enter the meeting environment (it will have “goeshow” in the url), click “Attendees” tab.
  • Click “Continuing Education Credits.”
  • Click the type of credit you will be claiming: CME, CNE, or Certificate of Participation. Submit.
  • As you participate in sessions, go back to the “Attendees” tab and click “Evaluations.”
  • Complete the brief evaluation per session, then click “Continue.”
  • Completing each evaluation tallies your CE total for your certificate. Download the certificate from the dropdown in the “Attendees” tab.
  • Claim your credit by November 19, 2021.

Target Audience

The target audience for this knowledge-based enduring material includes physicians, nurses, dentists, pharmacists, and other clinicians; health information technology professionals; computer scientists and systems developers; policy-makers; public health professionals; biomedical engineers and bioinformaticians; consultants and vendor representatives; medical librarians; academic researchers and scientists; and other professionals involved in the collection and dissemination of health information.

Learning Objectives

The overall learning objectives for the entire activity are that after participating in this “other” (live and streaming hybrid) activity the learner should be better able to:

  • Analyze the latest research and best practices in biomedical and health informatics and its translation to improved individual and population outcomes
  • Identify opportunities and challenges posed for the health information sciences by current national/international policies
  • Exchange ideas with participants on novel methods for capturing and assessing clinical data; exchange research results to improve patient and population care; and consider opportunities for collaboration in biomedical and health informatics
  • Gain insights on how to contribute to leading medical informatics change in one’s professional setting

Accreditation Statement

The American Medical Informatics Association is accredited by the Accreditation Council for Continuing Medical Education (ACCME) to provide continuing medical education for physicians.

Credit Designation Statement

The American Medical Informatics Association designates this other (live and streaming hybrid) activity for a maximum 31.5 AMA PRA Category 1 Credit(s)™. Physicians should claim only the credit commensurate with the extent of their participation in the activity.

Continuing Education for Nurses

ANCC Accreditation Statement

The American Medical Informatics Association is accredited as a provider of continuing nursing education by the American Nurses Credentialing Center’s Commission on Accreditation.

Nurse planners for this activity:

Content: Po-Yin Yen, PhD, RN, FAMIA, FAAN, Associate Professor of Medicine, Division of General Medical Sciences, School of Medicine; Associate Professor, Goldfarb School of Nursing, Barnes Jewish College, Washington University in St. Louis

ANCC Criteria: Juliana Brixey, PhD, MPH, MSN, RN, The University of Texas Health Science Center at Houston

Approved Contact Hours: 240 total / 31.5 participant maximum

Successful Completion for Nurses

Successful completion of this educational activity for Continuing Nursing Education (CNE) is demonstrated by engagement with designated CE session(s) and completion of the brief evaluation survey following each session. The nurse learner will be able to download the CNE certificate.

Sessions Not Offering CE Credit

All sessions with a letter-number prefix offer CE credit, such as W10 or S16.
The exception to this naming convention are the IPS, or “Informatics Partnership Session,” titles.
Keynotes, Working Group and Business meetings, and State of the Association do not offer CE credit.

Criteria for Successful Completion for All Learners

  • Completion of this activity is demonstrated by participation in certified sessions and completion of the brief evaluation survey at the end of each session.
  • Physician and nurse participants will be able to generate a CE certificate through the Attendee Service Center.
  • Other learners will be able to generate a certificate of participation.

Disclosure Policy

As a provider accredited by the ACCME, AMIA requires that everyone who is in a position to control the content of an educational activity disclose all relevant financial relationships with any commercial interest for 12 months prior to the educational activity.

Faculty and planners who refuse to disclose relevant financial relationships will be disqualified from participating in the CE activity. For an individual with no relevant financial relationship(s), the participants must be informed that no conflicts of interest or financial relationship(s) exist.

AMIA uses a number of methods to resolve potential conflicts of interest, including: SPC review of disclosures using a COI resolution rating scale; limiting content of the presentation to that which has been reviewed by one or more peer reviewers; ensuring that all scientific research referred to conforms to generally accepted standards of experimental design, data collection, and analysis; undertaking review of the educational activity by a content reviewer to evaluate for potential bias, balance in presentation, evidence-based content or other indicators of integrity, and absence of bias; monitoring the educational activity to evaluate for commercial bias in the presentation; and/or reviewing participant feedback to evaluate for commercial bias in the activity.

AMIA has reviewed all disclosures for this activity and mitigated the potential for bias due to planners’ financial relationships with ACCME/ANCC-defined commercial interests. The sections that follow are disclosures that planners and presenters provided to AMIA.

Financial Disclosures of Individuals Involved with Content Development for the AMIA 2021 Annual Symposium

The following Scientific Program Committee members of the AMIA 2021 Annual Symposium - disclose that they do not have any financial relationships with ACCME-defined commercial interests:

Joanna Abraham; Paul Aiyetan; Suzanne Boren; Juliana Brixey; Thomas Campion; Jin Chen; Yunan Chen; Brian Douthit; Karen Dunn Lopez; John Finnell; Jose Florez-Arango; Randi Foraker; Kate Fultz Hollis; Tamara Goncalves Rezende Macieira; Assaf Gottlieb; Ilana Graetz; Eric Hall; Elizabeth Heitkemper; Harry Hochheiser; Felix Holl; Julian Hong; Robert Jenders; Halil Kilicoglu; Fabricio Kury; Bruce Levy; Yves Lussier; Carol Macumber; Prudhvi Maguluru; Lena Mamykina; Ruth Masterson Creber; Nadine McCleary; Xia Ning; Carlos Luis Parra-Calderón; Eric Poon; Simon Poon; Fabian Prasser; Blaine Reeder; Renato Marcos Sabbatini; Hojjat Salmasian; Indra Sarkar; Matthew Scotch; Gillian Strudwick; Vignesh Subbian; Saanie Sulley; Carolyn Sun; Thankam Thyvalikakath; Victoria Tiase; Jill Joanne Tiongco; Kim Unertl; Ece Uzun; Kavishwar Wagholikar; Theresa Walunas; Adam Wilcox; Keith Woeltje; Po-Yin Yen; Teresa Zayas- Cabán; Ping Zhang.

The following Scientific Program Committee members of the AMIA 2021 Annual Symposium disclose the following financial relationships with ACCME- defined commercial interests and other entities. AMIA has reviewed these disclosures, determined if any are relevant, and used a COI mitigation process with the goal of reducing any bias that may be due to these relationships:

SPC Member Relationship: Commercial interest or Other Entity

Andrew Boyd

  • Owner: Boyd Health Informatics LLC;
  • Grants/Research Support: National Institutes of Health;
  • Grants/Research Support: Alike Health

Amar Das

Employee: Merck Research Laboratories

Jennifer Garvin

Consultant: Indiana Institute for Medical Research

Gretchen Jackson

  • Employee: IBM Watson Health;
  • Other Financial or Material Support: IBM Watson Health

Suranga Kasthurirathne

Owner: Uppstroms LLC

Kensaku Kawamoto

  • Grants/Research Support: Hitachi;
  • Grants/Research Support: Pfizer;
  • Honorarium: Pfizer;
  • Consultant: RTI International;
  • Consultant: University of California at San Francisco;
  • Consultant: Security Risk Solutions;
  • Other Financial or Material Support: MD Aware

Christoph Lehmann

  • Other Financial or Material Support: Thieme Publisher;
  • Other Financial or Material Support: IMIA

Mollie McKillop

Employee: IBM

Arvind Rao

  • Consultant: Genophyll, LLC;
  • Employee: University of Michigan Ann Arbor;
  • Consultant: Voxel Analytics, LLC

Jane Snowdon

  • Employee: IBM;
  • Stock Shareholder (directly purchased): IBM

Jason Thomas

Grants/Research Support: Bill and Melinda Gates Foundation

Umit Topaloglu

Stock Shareholder (directly purchased): CareDirections


The following presenters of the AMIA 2021 Annual Symposium disclose that they do not have any financial relationships with ACCME-defined commercial interests:

Laura Aaltonen; Hamed Abbaszadegan; Girmaw Abebe Tadesse; Rashmie Abeysinghe; Samina Abidi; Ashley Able; Chad Abresch; Vishal Abrol; Fuad Abujarad; Mahmoud Abu-Nasser; Peter Achenbach; Ronald Ackermann; Griffin Adams; Prakash Adekkanattu; Kathleen Adelgais; Sangeet Adhikari; Olanrewaju Aduragba; Majid Afshar; Majid Afshar; Beesan Agha; Deepak Agrawal; Thomas Agresta; Chinyere Agunwa; David Ahern; Faraz Ahmad; Ali Ahmed; Murtaza Akhter; Victor Akinwande; Pinchas Akiva; Patrick Alba; Alaa Albashayreh; David Albers; Halley Alexander; Gregory Alexander; George Alexopoulos; Bushra Alghamdi; Khaled Almilaji; Emily Alsentzer; Emily Alsentzer; Mark Alshak; Jaan Altosaar; Rebecca Amariglio; Guy Amit; Muhamamd Amith; Christopher Amos; Megan Amuan; Vibha Anand; Jessica Ancker; Emily Anderson; Max Anderson; Katerina Andreadis; Sameer Antani; Denise Anthony; Alfred Anzalone; Nate Apathy; Yindalon Aphinyanaphongs; Calvin Apodaca; Deepika Appana; Adriana Arcia; Dario Arcos-Diaz; Patricia Areán; Douglas Arneson; Bert Arnrich; Eliah Aronoff-Spencer; Yull Arriaga; Adam Asare; Noureen Asghar; Douwe Atsma; Daniel Auclair; Robin Austin; Kelly Axsom; Alexander Büsser; Lawrence Babb; Ian Bacher; Uba Backonja; Michael Baiocchi; Corey Baker; Rebecca Baker; Suzanne Bakken; Ashok Balasubramanyam; Tyler Baldwin; Marion Ball; Robert Ball; Michael Bancks; Imon Banerjee; Lisa Bari; Eleanor Barone; Emily Bascom; Karen Basen-Engquist; Lisa Bastarache; Benjamin Bates; David Bates; David Baudoin; Roland Bauman; Beth Beadle; Oliver Bear Don't Walk; Oliver Bear Don't Walk IV; Steven Bedrick; Betty Bekemeier; Kathy Belk; Mia Belovsky; Asma Ben Abacha; Natalie Benda; Thad Benefield; Erin Beneteau; Antonia Bennett; Kristin Bennett; Tellen Bennett; Oliver Bent; Tim Bergquist; Timothy Bergquist; Cora Bernard; Steve Bernstein; Andrew Berry; Alain Bertoni; Lydia Bessaï; Joao Bettencourt-Silva; Moodakare Bhat; Aruni Bhatnagar; Pavan Bhatraju; Biplab Sudhin Bhattacharya; Shreyas Bhave; Anweysha Bhowmik; Jiang Bian; Jiang Bian; Suzette J Bielinski; Bonnie Blanchfield; Jaime Bland; Seth Blumberg; Mina Boazak; Kristian Boda; Olivier Bodenreider; David Bodnar; Benedikt Boecking; Jonathan Bona; Karen Bonilla; Francesca Bonin; Maryellen Bonito; Luca Bonomi; Kenneth Boockvar; Hileen Boosman; Florian Borchert; Marissa Borgese; Aritra Bose; Saurav Bose; Alyssa Bosold; Dave Boston; Dona Bou Eid; Lina Bouayad; Lisa Anne Bove; Devin Bowes; Kathryn Bowles; Tamara Box; Kate Bradwell; Pascal Brandt; Rondeep Brar; Joseph Breen; Matthew Brendel; Gretchen Brenes; Patricia Brennan; Jenny Brian; Mathias Brochhausen; Liliana Brown; Lindsay Brown; Philip Brown; Sara Brown; Katherine Brown; Matthew Brush; Alon Brutzkus; Susan Buchholz; Anita Burgun; Lauren Burke; Hannah Burkhardt; Helen Burstein; Alexandra Businger; Atul Butte; Joseph Cafazzo; Ronan Cahill; Sebastian Caldas; Maria Camero Garcia; Logan Cameron; Elizabeth Campbell; Ian Campbell; Thomas Campion; Ariana Cano; David Carlson; David Carrell; Marc Carrier; Robert Carroll; Rich Caruana; Reggie Casanova-Perez; Jill Castek; Victor Castro; Kenrick Cato; William Cauthorn; Dwight Chambers; Ethan Chan; Kevin Chaney; Linda Chang; Hsien-Yen Chang; Amy Chang; Alec Chapman; Alec Chapman; Rebecca Charow; Arhana Chattopadhyah; Dan Chavez; Chongyan Chen; Elizabeth Chen; Jenny Chen; Jieshi Chen; Jinsong Chen; Kun Chen; Liang Chen; Ruoyu Chen; Yong Chen; Jin Chen; Zhaoyi Chen; Qingxia Chen; Qingyu Chen; Cheng Cheng; Yan Cheng; Emily Chew; Emil Chiauzzi; Ming-Yuan Chih; Hearn Cho; Sandy Cho; Gabriel Chodick; Justin Choi; Esther Choo; Edgar Chou; Colin Christie; Arlene Chung; Matthew Churpek; Matthew Churpek; James Cimino; Paul Cinciripini; Celia Cintas; David Cissel; Melissa Cline; Raluca Cobzaru; Claire Coffey; Kevin Cohen; Trevor Cohen; Deborah Cohen; Curtis Cole; Cal Collins; Donald Comeau; Sarah Connor; Tim Constantine; Douglas Conway; Mike Conway; Sheila Coonan; Kevin Cooper; Andrew Cooper; Audrey Corbett; Conor Corbin; Sky Corby; Grace Cordovano; Cathleen Coss; Luca Costabello; Brian Costello; Lauren Crain; Allison Crawford; Katherine Crew; Alexandra Cristea; David Cronkite; Everett Crosland; Licong Cui; Adam Culbertson; Theresa Cullen; Mica Curtin-Bowen; Fred Cusick; Sarah Cutrona; Miel Dabush-Kasa; Arianna Dagliati; Jeffrey Dalli; bharath dandala; Chong Dang; Alia Dani; Spandan Das; Jessica Davila; Aileen Davis; Thomas Davis; Anne de Hond; Eliel de Oliveira; Allison Deal; Stephanie Deitrick; Guilherme Del Fiol; Diana Delgado; Sarah Delozier; Wendy Demark-Wahnefried; Michelle Demetres; George Demiris; George Demiris; Dina Demner-Fushman; Spiros Denaxas; Yu Deng; Joshua Denny; Stephen Deppen; Stan Deresinski; Catherine DesRoches; Shannon DeVange; Tanuj Devara; Paul Dexter; Sanjoy Dey; Franck Diaz-Garelli; Daniel Dicello; William Digan; Jill Dimond; Ying Ding; Lisa Dirks; Guy Divita; Avantika Diwadkar; Kevin Dixon; Brian Dixon; Gciniwe Dlamini; Dmitriy Dligach; Nicholas Dobbins; Mingtao Dong; Gail D'Onofrio; David Dorr; Finale Doshi-Velez; N. Lance Downing; Paul Drawz; Erin Driver; Jingcheng Du; ARTUR DUBRAWSKI; William Dudney; Lydia Dugdale; Jennifer Duncan; Pamela Duncan; Jessilyn Dunn; Karen Dunn Lopez; Darrell Duty; Scott DuVall; Linda Dwoskin; Patricia Dykes; Adam Dziorny; Michael Eadon; Ruth Edry; Chelsea Edwards; Garrett Eickelberg; Aaron Eisman; Eric Elbogen; Noemie Elhadad; Pierre Elias; Robert El-Kareh; Patrick Ellinor; Cathy Eng; Gabriel Escobar; Juan Espinoza; Hossein Estiri; Tiffany Eulalio; Bradley Evanoff; Kelly Evans; Jordan Everson; Jordan Everson; Hannah Eyre; Daniel Fabbri; Rhonda Facile; Temitope Faleye; Jung-wei Fan; Liyue Fan; Jungwei Fan; Emilia Farcas; Naleef Fareed; Brenna Farmer; Ghazaleh Fatemifar; Baowei Fei; Abiola Femi-Abodunde; QiPing Feng; Alice Feng; Susan Fenton; Guadalupe Fernandez-BacaVaca; Guadalupe Fernandez-BacaVaca; Tracey Ferrara; Dezon Finch; Stan Finkelstein; Carol Fisher; Jack Flann; Sarah Florig; Markus Follmann; Antonio Foncubierta-Rodriguez; Rafaela Fontenele; Sydney Foote; Randi Foraker; Kathleen Ford; William Foster; Sajjad Fouladvand; Diane Francis; Fabio Franco; Hamish Fraser; Robert Freimuth; Brigitte Frohnert; Paul Fu; Sunyang Fu; Kate Fultz Hollis; Kin Wah Fung; Ludovico Furlan; Raffaello Furlan; Al'ona Furmanchuk; Maria Gabrani; Vivian Gainer; Brian Gaitan; Roland Gamache; Debasis Ganguly; Jing Gao; Stephanie Garcia; Adam Garden; Mauro Gatti; Gary Yeeming Ge; Sheba George; Thomas George; Ben Gerber; Olivier Gevaert; Hamid Ghaderi; Gregory Ghahramani; Mohamed Ghalwash; Marzyeh Ghassemi; Kathy Giannangelo; Michael Gibbons; Judy Gichoya; Kirandeep Gill; Thomas Gill; Justin Gillenwater; Ivan Girardi; Theresa Gleason; Martin Gleize; Benjamin Glicksberg; Sunir Gohil; Jeffrey Gold; Rachel Gold; Jen Gong; Kyle Goodwin; Scott Gordon; John Gore; Sharon Gorman; Mononito Goswami; Dan Gottlieb; David Gotz; Parag Goyal; Tessa Grafen; Adela Grando; Shaun Grannis; Michael Grasso; Dita Gratzinger; Robert Graziano; Rebecca Greenblatt; Shane Greenstein; Ashley Griffin; Lisa Grossman Liu; Robert Grundmeier; Vivian Guerrero Aquino; Justin Guinney; Justin Guinney; Justin Gundelach; G. Gunn; Martin Gunn; Winston Guo; Yi Guo; Nick Gurski; Anupama Gururaj; Scarlyn Gutierrez Nunez; Rob Guzman; Aldo Guzman-Saenz; Kathy Hackenberg; James Hadfield; Melissa Haendel; William Hagopian; Elizabeth Haines; Christina Hajicharalambous; Rolf Halden; Nils Hammerla; Yan Han; Saira Haque; Niall Hardy; Derek Harford; Orin Hargraves; Tiffany Harman; Kathy Harris; Marcelline Harris; Mary Harris; Yonaka Harris; Paul Harris; Daniel Harris; Reece Hart; Andrea Hartzler; Janna Hastings; Elham Hatef; Peter Haug; Stanley Haynes; Tian He; Yanming He; Xing He; Huan He; Zhe He; Bret Heale; Allison Heath; Bush Heather; Laura Heermann Langford; Paul Heider; John Heintzman; Tara Helmer; Harry Hemingway; Julia Heneghan; Nora Henrikson; Erik Hensen; Alison Hermann; William Hersh; Bradford Hesse; Aaron Hettinger; Efrat Hexter; Blanca Himes; Aroon Hingorani; Irit Hochberg; Ellen Hoeven; Noah Hoffman; Timothy Hogan; William Hogan; Benjamin Hohmuth; LaRinda Holland; Julie Hollberg; Rochelle Holm; Wydale Holmes; John Holmes; A Jay Holmgren; Juell Homco; Dina Hooshyar; David Horrocks; Yufang Hou; Rachael Howe; Michelle Hribar; George Hripcsak; Chun-Ju Hsiao; Pei-Yun Hsueh; Jianying Hu; Kun Huang; Yufang Huang; Samantha Huang; Yan Huang; Ming Huang; Alexandra Hubenko; Robert Huckman; Jina Huh-Yoo; Thomas Hull; Gretchen Hultman; Marie Humbert-Droz; Vojtech Huser; Zakir Hussain; David Iberri; Betina Idnay; Rosa Inchausti; Wendy Ingram; Bradley Iott; Wui Ip; Sarah Iribarren; Richard Isaacson; Humayera Islam; Rezarta Islamaj; Miriam Isola; Julia Ivanova; Catherine Ivory; Diego Ize-Ludlow; Jon Jackson; Andrew Jacobowitz; Ashutosh Jadhav; Stefan Jaeger; Charles Jaffe; Shabnam Jain; Anil Jain; Ajay Jaiswal; Dziura James; Adrianna Janik; Damian Jankowicz; Gail Jarvik; Guillaume Jaume; Ryan Jelinek; Robert Jenders; Shuiwang Ji; Shize Jiang; Xiaofang Jiang; Guoqian Jiang; Sharon Jiang; Xiaoqian Jiang; Bocheng Jing; Charles Jochim; Elaine Johanson; Jenine John; Darren Johnson; Christian Johnson; Nari Johnson; Kevin Johnson; Marie Johnston; Rochelle Joly; Makoto Jones; Makoto Jones; Audrey Jones; Barrett Jones; Sara Jones; Pallavi Jonnalagadda; Jaehyun Joo; Venkata Joopudi; Karen Joy; Cara Joyce; Karen Jubanyik; Kimberly Judon; David Junod; Damir JURIC; Joseph Kabariti; Omar Kallas; Andrea Kalvesmaki; Lara Kanbar; Swaminathan Kandaswamy; Raymond Kang; Min Jeoung Kang; Mayank Kansal; Ilse Kant; Murat Kantarcioglu; Cheng-Kai Kao; Maher Karam-Hage; Dean Karavite; Elizabeth Karlson; Uri Kartoun; Steven Kassakian; Rohit Kate; David Kauchak; Ramakanth Kavuluru; Jacob Keaton; Tiarnan Keenan; Patricia Keenan; Arusha Kelkar; Mike Kelly; Madonna Kemp; Connor Kennedy; Erin Kennedy; Rosemary Kennedy; Mary Kennedy-Moore; Diane Keogh; Eric Kerchberger; Ellen Kerns; Mert Ketenci; Zubin Khan; Mirza Khan; Hadi Kharrazi; Noami Khenglawt; Amit Khera; Abel Kho; Abel Kho; Aditya Khurana; Shaan Khurshid; Anjum Khurshid; Jeongeun Kim; John Kim; Sun Kim; Won Kim; Grace Y.E. Kim; Edward Kim; Katherine Kim; James Kimball; Stephen Kingswell; Spyros Kitsiou; Louisa May Klann; Jeffrey Klann; Nick Kloehn; Paul Klotman; Christopher Knaplund; Sameera Kodi; Alexandra Kogan; Christina Kong; Bevan Koopman; Diane Korngiebel; Eileen Koski; Nicholas Koufacos; Simona Kraberger; Kevin Krause; Andrew Kress; Morten Kristiansen; Jacob Krive; Clair Kronk; Rita Kukafka; Polina Kukhareva; Sujay Kulshrestha; Rahul Kumar; Lianne Kurina; Kathryn Kuttler; Lorna Kwan; Dongseop Kwon; Bum Chul Kwon; Samir Lababidi; Steven Labkoff; Jacqueline Laird; Bennett Landman; Cezanne Lane; Steven Lane; Thomas Langer; Liliana Laranjo; Annie Larson; Eric Larson; Vidya Laskhminarayanan; Wilson Lau; Rory Laubscher; John Laurentiev; Danielle Lavallee; Patrick Lawrence; Daniel Le; Robert Leaman; Jay Leb; Ellie Lee; John Lee; Eva Lee; Young Ji Lee; Russell Leftwich; Maria Lehl; Harold Lehmann; Lee Leiber; Jonathan Leigh; Leslie Lenert; Benjamin Lengerich; Kathleen Leppig; Bess LeRoy; Gondy Leroy; Blake Lesselroth; Tiffany Leung; Rebecca Levinson; Daphne Lew; Han Li; Qiang Li; Xiaochun Li; Yongqiu Li; Qian Li; Rui Li; Xiaojin Li; Troy Li; ZHIGUO LI; Ying Li; Gloria Liao; Zoe Liao; Lee Lichtenstein; Jay Lieberman; Michele Likens; Efrem Lim; Feng-Chang Lin; Jianjing Lin; Mingquan Lin; Shih-Yin Lin; Sunny Lin; Julie Lindberg; Jodell Linder; Todd Lingren; Stuart Lipsitz; Zachary Lipton; Mark Litwin; Andrew Liu; Cong Liu; Jialin Liu; Vincent Liu; Yan Liu; Yifan Liu; Zhaorui Liu; Hongfang Liu; Feifan Liu; Ge Liu; Lei Liu; Siru Liu; Xinran Liu; Yifan Liu; Yongtai Liu; Sijia Liu; Ying-Chih Lo; Brian Lo; William Lober; Jane Lockmuller; Andrew Long; Boyuan Long; S. Long; Christopher Longhurst; Virginia Lorenzi; Sunny Lou; Eli Lourie; Graham Lowenthal; Chenyang Lu; Phoebe Lu; Xinghua Lu; Zhiyong Lu; Zhiyong Lu; Zhiyong lu; Shuyu Lu; Anthony Luberti; Steven Lubitz; Tom Lumbers; Susan Lumsden; Markus Lundgren; Yuan Luo; Stephen Luther; Kevin Lybarger; Lindsay Joe Lyons; Fenglong Ma; Xiaomeng Ma; Stephanie Müller; Linzee Mabrey; Gautam Machiraju; Vithal Madhira; Charisse Madlock-Brown; Dylan Mahalingam; Ezekiel Maier; Frederick Makumbi; Bradley Malin; Jennifer Malinowski; Gerald Maloney; Lena Mamykina; Kenneth Mandl; Sabrina Mangal; Grace Mao; Bin Mao; Chengsheng Mao; Darlington Mapiye; Ben Marafino; Chiara Marchiori; Laura Marcial; Karen Marder; Carmelita Marshall; Gad Marshall; Keith Marsolo; Stephanie Martch; Christie Martin; Aqueasha Martin-Hammond; Susana Martins; Aaron Masino; Ruth Masterson Creber; George Mastorakos; Michael Matheny; Patrick Mathias; Justine May; Kelsey Mayo; Jennifer McArthur; James McClay; Melanie McComsey; Shannon McConnell-Lamptey; Allison McCoy; Russell McCulloh; Clement McDonald; Katrina McGinty; Julia McGuinness; Morgan McManus; Eugenia McPeek Hinz; Amy Meadows; Richard Medford; Daniella Meeker; Shaadi Mehr; Saeed Mehrabi; Khyati Mehta; Laura Meister; Genevieve Melton; Michael Mendis; Frank Mentch; Lucas Mentch; Rebone Meraba; Benjamin Mervak; Alejandro Metke Jimenez; Martin Michalowski; Wojtek Michalowski; Vanessa Michelini; Susan Michie; Mary Middendorf; John Migliaccio; Kristen Miller; Timothy Miller; Mari Millery; Pasquale Minervini; Lisa Mirel; Debdipto Misra; Elliot Mitchell; Anne Moen; Chris Moesel; Sameh Mohamed; Iman Mohammadi; Vishnu Mohan; Deepthi Mohanraj; Deepthi Mohanraj; Victor Montori; Sungrim Moon; Sean Mooney; Tamara Moores Todd; David Morales; Francesco Moramarco; Evan Morgan; Stephen Morgan; James Mork; William Morrison; Abu Mosa; Vandana Mukherjee; Lisa Mullen; Timothy Mullett; Natasha Mulligan; Heidi Munger Clary; Mohammad Murad; Anita Murcko; Judy Murphy; Shawn Murphy; molly Murray; Stephen Mustillo; Simi Mutasa; Naveen Muthu; Annie Myers; Sahiti Myneni; Syed Arsalan Ahmed Naqvi; Adhithya Narayanan; Karthik Natarajan; Claudia Nau; Amin Nayebi; RiChard Nelson; Stuart Nelson; Tristan Nelson; Antoine Neuraz; Olaf Neve; Aurelie Neveol; Janice Newsome; Hoa Ngo; Minh Nguyen; Viet Nguyen; Yizhao Ni; Arianna Nimocks; Xia Ning; Paige Nong; Craig Norquist; Sarah Nosal; Morteza Noshad; Vit Novacek; Laurie Novak; Pia Nyakairu; Steve Nyemba; Jean Oak; Ziad Obermeyer; Amrom Obstfeld; Patrick O'Connor; William Ogallo; Omolola Ogunyemi; Lucila Ohno-Machado; Tracy Okubo; Kristen Olinger; Andrew Olson; Evan Orenstein; Donal O'Shea; Nicolai Ostberg; Anna Ostropolets; Hugh O'Sullivan; Dympna O'Sullivan; David Ouyang; Marc Overhage; Art Owen; Ayomide Owoyemi; Michal Ozery-Flato; Mustafa Ozkaynak; Jennifer Pacheco; Ariadna Padilla; Rema Padman; Jonathan Palma; Samuel Pan; Eric Pan; Deepti Pandita; Sangeeta Panicker; Michael Pantalon; Alex Papadopoulos Korfiatis; Ann Paradiso; Sonali Parbhoo; Laxmi Parida; Minha Park; Leslie Park; Alessandra Pascale; Ashwin Patel; Harsh Patel; Neal Patel; Roshan Patel; Tushar Patel; Vaishali Patel; Vimla Patel; Jessica Pater; Jyotishman Pathak; Pushpak Pati; Kevin Patrick; Jon Patrick; Jon Patrick; Christi Patten; Jason Patterson; Olga Patterson; Michele Payne; Mor Peleg; Yifan Peng; Carla Perissinotto; Adler Perotte; Rimma Perotte; Thomas Person; Laura Petersen; Carolyn Petersen; Josh Peterson; Lars Peterson; Susan Peterson; Kelly Peterson; Daniel Phan; Jack Phan; Fenna Phibbs; Jasmin Phua; Jimmy Phuong; Adrienne Pichon; Madison Pickering; Donna Pickett; Ferdinand Pietz; Ora Pinchasov; Laura Pinheiro; Jodyn Platt; Ananya Poddar; Sandra Pomerantz; Ellen Poorter; Travis Porco; Rudy Potenzone; Timothy Poterucha; Kimbery Powell; John Prager; Priya Prahalad; Katrina Prantzalos; Anish Prasanna; Wanda Pratt; Susan Pressler; Julie Prigge; Alexander Prokhorov; Larry Prokop; Mattia Prosperi; Justin Prosser; Mariano Provencio; Jason Puckey; Mary Jo Pugh; Paul Pugsley; Avery Pullman; Michael Pullmann; Vamshi Punugoti; Amanda Purnell; Miao Qi; Jun Qian; Yuri Quintana; Moshiko Raboh; Cordula Rafalko; Preethi Raghavan; Ramya Raghavendra; Geetanjali Rajamani; Mangala Rajan; James Ralston; Harshini Ramaswamy; Priya Ramaswamy; Sirisha Rambhatla; Andrea Ramirez; Piper Ranallo; Bastien Rance; Luke Rasmussen; Jonathan Ratcliff; Francis Ratsimbazafy; Urmila Ravichandran; Meghan Reading Turchioe; Doug Redd; Molly Redman; Daniel Redmond; Julie Reeder; Thomas Reese; Shakaib Rehman; Eric Reich; Nick Reid; Sekou Remy; Anna Ren; Marian Rewers; Harry Reyes Nieva; Bryn Rhodes; Irbaz Riaz; Peter Rice; Rachel Richesson; Chelsea Richwine; Anna Ripple; Alexandra Rizaldi; Peter Robinson; Douglas Roblin; Mitra Rocca; Roberto Rocha; Ryan Rochat; Jorge Rodriguez; Victor Rodriguez; Veronique Roger; Steve Roggenkamp; Rebecca Rojansky; Adrienne Roman; Ann Romer; Lisa Rosas; Dori Rosenberg; Samuel Rosenbloom; David Rosenthal; Michal Rosen-Zvi; Andrew Ross; Mindy Ross; Sarah Rossetti; Nicholas Rosson; Peter Rossos; Masoud Rouhizadeh; Christopher Rouillard; Leon Rozenblit; Donald Rucker; Vivek Rudrapatna; Adam Rule; Patrick Rumble; George Runger; Shimon Rura; David Russell; Elise Russo; Patrick Ryan; Janice Sabin; Lucia Sacchi; Maryanne Sacco; David Sachs; Nabile Safdar; Monika Safford; Saubrata Saha; Ahmed Said; Michael Sainlaire; Matthew Sakumoto; Sameh Saleh; Liz Salmi; Joel Saltz; Mary Saltz; L. Nelson Sanchez-Pinto; Jaime Sanders; Savitha Sangameswaran; Thiago Santos; Ayan Saraf; Cartik Saravanamuthu; Aleksandra Sarcevic; Suchi Saria; Indra Sarkar; Aleksandar Savkov; Thomas Schaffter; Matthieu-P. Schapranow; Melody Schiaffino; Lisa Schilling; Daniel Schlegel; Titus Schleyer; David Schlueter; Rebecca Schnall; Rebecca Schnall; Sebastian Schneeweiss; Richard Schreiber; Cathy Schubert; Helen Schuilenburg; Paul E. Schulz; Ashley Schwartzkopf; Matthew Scotch; Aaron Scrol; Courtney Segal; Keiko Sekiya; Md Selim; Yalini Senathirajah; Oshani Seneviratne; Lydia Sequeira; Belinda Seto; Nassim Shafiabadi; Neel Shah; Nilay D. Shah; Nirav Shah; Nigam Shah; Zachary Shahn; Yu Shao; Yijun Shao; Noha Sharafeldin; Marianne Sharko; Rahul Sharma; Mohit Manoj Sharma; Brihat Sharma; Christopher Sharp; Amarda Shehu; Shashi Shekhar; Eric Shelov; Amos Shemesh; Nelson Shen; Amy Sheon; Sarah Sheppard; Christina Sheppler; Priya Shete; Lei Shi; Ting Shi; Jianlin Shi; George Shih; Stephanie Shimada; Hoo Chang Shin; Eileen Shinn; Evan Sholle; Ingroj Shrestha; Manan Shukla; Rabbia Siddiqi; Cynthia Sieck; Elizabeth Sigworth; Thomas Silverman; Ida Sim; Gyorgy Simon; Tavleen Singh; Karandeep Singh; Priti Singh; Katherine Sippel; Julia Skapik; Neil Smalheiser; savanna smith; Bradford Smith; Bridget Smith; Beverly Snively; Lauren Snyder; Andrey Soares; Sanjeev Sockalingam; Paulina Sockolow; Sunghwan Sohn; Anthony Solomonides; Qianqian Song; Margarita Sordo; Peter Sottile; Daby Sow; JoAnn Sperl-Hillen; Stephen Spooner; Matthew Spotnitz; Heidi Spratt; Radhika Sreedhar; Lakshmi Srinivasan; Padmini Srinivasan; Alex Stabile; Mary Stanfill; Cooper Stansbury; Peter Steel; Henning Stehr; Bryan Steitz; Peter Stella; Pontus Stenetorp; Sarah Stephens; Ewout Steyerberg; Samantha Stonbraker; Daniel Stone; Esmee Stoop; Jeffrey Stowell; Jake Stroh; Gillian Strudwick; Jing Su; Jing Su; Wu-Chen Su; Walter Suarez; Vignesh Subbian; Lakshminarayanan Subramanian; Gregory Sugalski; Lina Sulieman; Tony Sun; Agnes Sundaresan; Lillian Sung; Parthasarathy Suryanarayanan; Bryce Sutton; Tanveer Syeda-Mahmood; Ania Syrowatka; Teresa Taft; Tania Tajirian; Jeffery Talbert; Suzanne Tamang; Hung-Jui Tan; Liyan Tang; Mitchell Tang; Chunlei Tang; Ziyang Tang; Robert Tanouye; Cui Tao; Donghua Tao; Jean Taylor; Stanley Taylor; Anna Taylor; Brittany Taylor; Tigran Tchrakian; Senait Tekle; Ahmed Tewfik; Tien Thai; Matthew Thau; Robert Thombley; Victoria Tiase; Christopher Tignanelli; Mohan Timilsina; Henry Ting; Sindhu Tipirneni; Seshu Tirupathi; Tal Tlusty; Daniel To; Pierpaolo Tommasi; Maxim Topaz; Eric Topol; Jorma Toppari; Jessica Tores-Soto; Maria Torrente; Jane Torres-Lavoro; Tammy Toscos; Jodie Trafton; Dorothy Trinh; Loc Trinh; Amit Trivedi; Eduardo Trujillo-Rivera; Donna Truran; Jack Tsai; Timothy Tsai; Ching-Huei Tsou; Samson Tu; Sri Lekha Tummalapalli; Robert Turer; Anne Turner; Stephanie Turrise; Vyom Unadkat; Joseph Underwood; Kim Unertl; Nir Uriel; Jennifer Ushe; Filippo Utro; Panagiotis Vagenas; Jaideep Vaidya; Rupa Valdez; Marieke van Buchem; Melissa Van Cain; Nicole van Keulen; Loes van Winden; William Van Woensel; Robin Vanderpool; Megan Vanneman; Arvind Varsani; Rohit Vashisht; David Vawdrey; David Vawdrey; Nicole Veggiotti; Riitta Veijola; Tiffany Veinot; Pierangelo Veltri; Subbarayan Venkatesan; Karin Verspoor; Mary Vest; Alfie Vidrio; Drishti Vidyarthi; Jefersson Vilatoro; Yevgeniy Vorobeychik; Charles Wachira; Maxime Wack; Kavishwar Wagholikar; Shauna Wagner; Alex Wagner; Aisha Walcott; Byron Wallace; Byron Wallace; Brian Walsh; Colin Walsh; Nephi Walton; Zhiyu Wan; Jonathan Wanderer; Chen Wang; Karen Wang; Song Wang; Xiaoling Wang; Xiaoxia Wang; Dongwen Wang; Shirley Wang; Fei Wang; Echo Wang; Liqin Wang; Yanshan Wang; Amy Wang; Liwei Wang; Rhoda Wanyenze; Pradnya Warnekar; Leyla Warsame; Charity Wayua; Kyle Webb; Griffin Weber; Dilhan Weeraratne; Graham Wehmeyer; Wei Wei; Duo (Helen) Wei; Nadir Weibel; Jonathan Weiner; Mark Weiner; Wei Wei-Qi; Charlene Weir; Nicole Weiskopf; Jeremy Weiss; Asli Weitkamp; Komminist Weldemariam; Quinn Wells; Brian Wells; Roy Welsch; Andrew Wen; Chunhua Weng; Robert West; Emma Whitfield; Deborah Whitman; W. Wilbur; Adam Wilcox; Laura Wiley; Ken Wiley; David Wiljer; Szymon Wilk; Kenneth Wilkins; Ariel Williams; Kristen Williams; Marc Williams; Karmen Williams; Alicia Williamson; Valerie Willis; Melissa Wilson; Adam Wright; Songzi Wu; Xiaodong Wu; Zeyun Wu; Honghan Wu; Huanmei Wu; Joy Wu; Danny Wu; Yonghui Wu; Mark Wurfel; Fagen Xie; Sherrie Xie; Yun Xiong; Li Xiong; Jie Xu; Julia Xu; Zhenxing Xu; Bing Xue; Chao Yan; Yao Yan; Baijian Yang; Hanqing Yang; Xi Yang; Jie Yang; Lixia Yao; Jiancheng Ye; Ray Yeager; Lana Yeganova; Peng Yeh; Po-Yin Yen; Haig Yenikomshian; Jen Yesil; Meliha Yetisgen; Pengfei Yin; Andrew Yin; Hao Yu; Jialin Yu; Thomas Yu; Zehao Yu; Yue Yu; Fan Yuan; Farhan Zafar; Fuad Zahra; Davina Zamanzadeh; Elizabeth Zampino; Edward Zamrini; Teresa Zayas-Cabán; Mykhaylo Zayats; James Zehnder; Qing Zeng; Qing Zeng-Treitler; Guo-Qiang Zhang; Huayu Zhang; Jie Zhang; Mengfei Zhang; Pengyue Zhang; Yaoyun Zhang; Jianqiu Zhang; Jianyi Zhang; Jianzhe Zhang; Tianmai Zhang; Zuoyi Zhang; Hansi Zhang; Zhan Zhang; Ziqi Zhang; Wendi Zhao; Yiqing Zhao; Yunpeng Zhao; Vitalii Zhelezniak; Fengbo Zheng; Kai Zheng; Li Zhou; Helen Zhou; Shu-Hong Zhu; Yangyong Zhu; Ying Zhu; Li Zhu; Sergiy Zhuk; Charles Ziegenbein; Brian Zikmund-Fisher; Andrew Zimolzak; Alexandra Zingg; Marinka Zitnik; Nansu Zong; Jason Zucker; Pierre Zweigenbaum.

The following presenters of the AMIA 2021 Annual Symposium disclose the following financial relationships with ACCME- defined commercial interests and other entities. AMIA has reviewed these disclosures, determined if any are relevant, and used a COI mitigation process with the goal of reducing any bias that may be due to these relationships:

Presenter Relationship: Commercial interest or Other Entity

Julia Adler-Milstein

Stock Shareholder (directly purchased): Project Connect

Corville Allen

Employee: IBM

Dominik Aronsky

  • Stock Shareholder (directly purchased): Semedy AG Switzerland; Employee: Semedy AG Switzerland;
  • Employee: Clinerion AG Switzerland;
  • Stock Shareholder (directly purchased): Clinerion AG Switzerland; Owner: BMInformatix AG Switzerland

Ethan Basch

  • Consultant: AstraZeneca;
  • Consultant: Sivan-Innovations;
  • Consultant: CareVive;
  • Consultant: Navigating Cancer

Joseph Beals

Employee: PeraHealth

Riccardo Bellazzi

  • Stock Shareholder (directly purchased): Biomeris s.r.l.; Stock
  • Shareholder (directly purchased): Engenome s.r.l.

Andrew Boyd

Owner: Boyd Health Informatics LLC; Grants/Research Support: National Institutes of Health; Grants/Research Support: Alike Health

Tiffani Bright

Employee: IBM

Matthew Burton

Employee: Apervita

Prithwish Chakraborty

Employee: IBM

Jonathan Chen

  • Grants/Research Support: NIH/National Library of Medicine via Award R56LM013365;
  • Grants/Research Support: Gordon and Betty Moore Foundation through Grant GBMF8040;
  • Grants/Research Support: National Science Foundation SPO181514;
  • Grants/Research Support: Google

Michael Chiang

  • Consultant: Novartis;
  • Owner: InTeleretina

Amar Das

Employee: Merck Research Laboratories

Rishi Desai

  • Grants/Research Support: Bayer;
  • Grants/Research Support: Novartis

Jonathan Epperlein

Employee: IBM

J Grey Faulkenberry

Employee: MayJuun LLC

Henry Feldman

Employee: IBM Watson Health

Brandon Foreman

  • Speaker Bureau: UCB Pharma;
  • Consultant: UCB Pharma;
  • Consultant: Minnetronix;
  • Grants/Research Support: NIH/NINDS;
  • Grants/Research Support: DOD;
  • Grants/Research Support: NSF

Clifton Fuller

  • Grants/Research Support: Elekta AB;
  • Honorarium: Elekta AB;
  • Honorarium: American Assoc. of Physicists in Medicine;
  • Other Financial or Material Support: American Society of Clinical Oncology

Andrea Giovannini

Employee: IBM Research

Michal Guindy

Grants/Research Support: Israel national institute for health policy research

Mitchell Izower

Consultant: Meditech

Brian Jackson

Consultant: ARUP Laboratories (nonprofit entity of University of Utah)

Gretchen Jackson

  • Employee: IBM Watson Health;
  • Other Financial or Material Support: IBM Watson Health

Travis Johnson

Consultant: Vascugen

Thomas Kannampallil

Consultant: Pfizer

Suranga Kasthurirathne

Owner: Uppstroms LLC

Kensaku Kawamoto

  • Grants/Research Support: Hitachi;
  • Grants/Research Support: Pfizer;
  • Honorarium: Pfizer;
  • Consultant: RTI International;
  • Consultant: University of California at San Francisco;
  • Consultant: Security Risk Solutions;
  • Other Financial or Material Support: MD Aware

Jonathan Kelly

Employee: Flatiron Health

Youngjun Kim

Employee: SEMA4

Preeti Kochar

Stock Shareholder (directly purchased): Protalix Biotherapeutics

Jodi Kodish-Wachs

  • Employee: Vizient;
  • Stock Shareholder (directly purchased): Cerner

Christoph Lehmann

  • Other Financial or Material Support: Thieme Publisher;
  • Other Financial or Material Support: IMIA

Jennifer Liang

Employee: IBM

Courtney Lyles

  • Grants/Research Support: InquisitHealth;
  • Grants/Research Support: AppliedVR;
  • Grants/Research Support: SomnologyMD

Pol Mac Aonghusa

  • Employee: IBM Corporation;
  • Grants/Research Support: EU H2020 Grant Holder;
  • Grants/Research Support: Wellcome Trust Grant Holder;
  • Grants/Research Support: Irish Government DTIF Grant Holder

Diwakar Mahajan

Employee: IBM

Frank Manion

Employee: Melax Technologies

Saverio Maviglia

Employee: Semedy

Mollie McKillop

Employee: IBM

Stephane Meystre

  • Stock Shareholder (directly purchased): Clinacuity;
  • Grants/Research Support: NIGMS;
  • Grants/Research Support: PCORI

Blackford Middleton

Employee: Apervita

Jon Morrow

Employee: MDClone

Vera Mucaj

Employee: Datavant

Naveen Muthu

Stock Shareholder (directly purchased): Phrase Health

Kenney Ng

Employee: IBM

Nam Nguyen

Employee: Veradigm

Jerome Osheroff

Owner: TMIT Consulting

Larry Ozeran

Other Financial or Material Support: Informed Health Technologies

Yoonyoung Park

Employee: IBM Research

Svati Patel

  • Employee: Allscripts;
  • Employee: Veradigm

Philip Payne

  • Consultant: Abbott Diagnostics;
  • Consultant: Philips Healthcare;
  • Consultant: Cultivation Capital;
  • Stock Shareholder (directly purchased): Aver

Joseph Plasek

Consultant: CareLoop

JosephPlasek

  • Employee: Summary Medical Inc;
  • Consultant: CareLoop Inc.

Arvind Rao

Consultant: Genophyll

Chandan Reddy

Consultant: Amazon

Joshua Richardson

Consultant: Alphora

Rubina Rizvi

Employee: IBM Watson Health

Christian Rose

Consultant: Caption Health

Benjamin Rosner

  • Stock Shareholder (directly purchased): Infermedica;
  • Consultant: NODE.Health

Daniel Rubin

Consultant: Roche Genentech

Satya Sahoo

Honorarium: Sunovion Pharmaceuticals Inc.

Anita Samarth

  • Employee: Clinovations Government + Health;
  • Other Financial or Material Support: American Board of Internal Medicine Foundation

Urmimala Sarkar

  • Grants/Research Support: AppliedVR;
  • Grants/Research Support: InquisitHealth;
  • Grants/Research Support: SomnologyMD;
  • Grants/Research Support: The Doctors Company Foundation

Alejandro Schuler

Employee: Unlearn.ai; Consultant: Kaiser Permanente Division of Research

Lincoln Sheets

Consultant: Center for Health Analytics for National and Global Equity

Jane Snowdon

Employee: IBM; Stock Shareholder (directly purchased): IBM

Brett South

Employee: IBM Watson Health

Howard Strasberg

Employee: Wolters Kluwer Health

Jessica Tenenbaum

Consultant: Genetika+

Jason Thomas

Grants/Research Support: Bill and Melinda Gates Foundation

Marc Tobias

Employee: Phrase Health

Umit Topaloglu

Stock Shareholder (directly purchased): CareDirections

Jingqi Wang

Employee: Melax Technologies

William Wilcox

Consultant: Sanofi

Noa Zamstein

Employee: MDClone

Yiye Zhang

Other Financial or Material Support: Iris OB Health

The following peer reviewers of the AMIA 2021 Annual Symposium disclose that they do not have any financial relationships with ACCME-defined commercial interests:

Kenneth Aakre; Abdulrahman AAlAbdulsalam; Oliver Aalami; Orhan Abar; Erica Abel; Kingsley Abel; Kayley Abell-hart; DIllon Aberasturi; John Aberdeen; Swapna Abhyankar; Howard Abrams; John Adamovich; Julie Adams; Martha Adams; Mischa Adams; Scott Adams; Daniel Addison; Tanvir Ahmed; Shatha ALHarthi; ONUR ASAN; Knut Augestad; AMY AYLOR; Suzanne Bakken; Shayna Barbash; Eta Berner; Sacha Bhatia; Onil Bhattacharyya; Ragnhildur Bjarnadottir; Lorraine Blackburn; Lorraine Block; Navi Boparai; Elizabeth Borycki; Pascale Carayon; Connie Delaney; George Demiris; Patricia Dykes; Judith Effken; Khaled El-Emam; Sue Feldman; John Finnell; Sherilyn Francis; Nicholas Hardiker; Elizabeth Harry; Linh Hoang; Susan Hull; Matloob Khushi; Muqun Li; Margaret Lynch; Changsheng Ma; Prudhvi Maguluru; Jenna Marquard; Susan McBride; Vishnu Mohan; Frank Naeymi-Rad; Goran Nenadic; Emily Patterson; Jonathan Penm; Neysa Petrina; John Poikonen; Roger Price; Yuri Quintana; Pesha Rubinstein; Charles Safran; Rebecca Schnall; Swati Singh; Christine Sinsky; Gerardo Soto-Campos; Justin Starren; Kyle Thompson; John Torous; Kim Unertl; Courtney Vanhouten; Asli Weitkamp; Robert Wilkoff; Demetres Williams; Dongming Zhang; Maryan Zirkle; Christopher Aakre; Jos Aarts; - Aastha; Samir Abdelrahman; Sajjad Abedian; Rashmie Abeysinghe; Joanna Abraham; Meredith Abrams; Srisairam Achuthan; Griffin Adams; Karthik Adapa; Adeboye Adejare; Prakash Adekkanattu; Jason Adelman; Riddhiman Adib; Mohammad Adibuzzaman; Indra Adrianto; Olanrewaju Aduragba; Ali Afshar; Majid Afshar; Bhavani Singh Agnikula Kshatriya; Carla Agurto; Stanley Ahalt; David Ahern; Faraz Ahmad; Suzan Ahmad; Layne Ainsworth; Paul Aiyetan; Samuel Ajjarapu; Saba Akbar; Oguz Akbilgic; Yasemin Akdas; Victor Akinwande; Ahmed Alaa; Khuder Alaboud; Patricia Alafaireet; Eman Alanazi; Patrick Alba; David Albers; Alexander Alekseyenko; Gregory Alexander; Marliese Alexander; Bushra Alghamdi; Abdulaziz Alhomod; Neda Alipanah; Rana Alissa; Jihad Aljabban; Bryce Allen; Katie Allen; Khaled Almilaji; William Alonso; Abdulrahman Alsheikh; Wafaa AlSomali; Ghazwan Alwan; Tochi Amadi; Jose-Luis Ambite; Hadi Amiri; Guy Amit; Muhamamd Amith; Joseph Amlung; Elske Ammenwerth; Ning An; Tara Anand; Vibha Anand; Ulrich Andersen; Benjamin Anderson; Max Anderson; Katerina Andreadis; Muhammad Shakeel Anjum; Elizabeth Ankrah; Sameer Antani; Bonnie Anton; Alfred Anzalone; Nate Apathy; Yindalon Aphinyanaphongs; Calvin Apodaca; Deepika Appana; Adriana Arcia; Zaniar Ardalan; George Argyriou; Deborah Ariosto; Corey Arnold; Adaeze Aroh; Adelaide Arruda-Olson; Adam Asare; Phillip Asaro; Alan Ashbeck; Sadaf Ashtari; Sondus Ata; Steven Atlas; Itzahk Attia; Daisy AU; Raj Aurora; Amelia Averitt; Sanja Avramovic; George Avrunin; Rimsha Azhar; Pooja Babbrah; Ian Bacher; Uba Backonja; Adarsha Bajracharya; Mehmet Bakal; Carrie Baker; Corey Baker; Rebecca Baker; Panagiotis Balatsoukas; Ileana Baldi; Jessica Baldwin; Philip Ballentine; Renu Balyan; Mary Banach; Paulo Bandiera-Paiva; Dipanjan Banerjee; Imon Banerjee; Tanvi Banerjee; Hana Bangash; Qanita Bani Baker; Pamela Banning; Erin Bantum; Wesley Barker; Arko Barman; Rick Barnhill; Eleanor Barone; Laura Barrett; Eluizio Barretto; Vesna Barros; David Bar-Shain; Adam Bartscher; Ayisha Bashir; Rabia Bashir; Mujeeb Basit; Mrigendra Bastola; Amrita Basu; Debraj Basu; Michael Bauer; Melissa Baysari; Nancy Beale; Oliver Bear Don't Walk; Mirna Becevic; Michal Beczkowski; Armando Bedoya; Russ Beebe; Murielle Beene; Jeffrey Beers; Rahmatollah Beheshti; Sary Beidas; Mirza Adil Beig; Chito Belchez; Rimma Belenkaya; Amanda Bell; Douglas Bell; Shashi Bellam; Raquel Benavides-Torres; Natalie Benda; Erin Beneteau; Zina Ben Miled; Kristin Bennett; Tellen Bennett; Mohamed Ben Said; Nicole Benson; Ryzen Benson; Oliver Bent; Leila Bergamasco; Gaber Bergant; Shlomo Berkovsky; Seth Berkowitz; Cora Bernard; Constance Berner; Daniel Berrios; Anand Bery; Joel Betesh; Jonathan Beus; Karan Bhanot; Haresh Bhatia; Biplab Sudhin Bhattacharya; Shreyas Bhave; Anweysha Bhowmik; Krithika Bhuvaneshwar; Erhan Bilal; Samar Binkheder; Yuval Bitan; Brian Blaufeux; Katherine Blondon; Dikla Blumberg; Na Bo; William Boag; Olivier Bodenreider; Aliccia Bollig-Fischer; Anusha Bompelli; Jonathan Bona; Wilfred Bonney; Luca Bonomi; Suzanne Boren; Erin Borglund; Hala Borno; William Bosl; Alyssa Bosold; Lyndsay Bottichio; Manel Boufaied; Fabienne Bourgeois; Lisa Anne Bove; Kathryn Bowles; Keith Boyce; Richard Boyce; Matthew Brendel; Thomas Brettin; Thomas Britten; Juliana Brixey; Stephen Bronsburg; Bruce Brown; Gregory Brown; Jeffrey Brown; Katherine Brown; Rebecca Brown; William Brown; Lindsey Brown-Taylor; Meg Bruck; Thomas Brunschwiler; Jason Brunson; Brian Bucher; Susan Buchholz; Anca Bucur; Melody Burgo; Hannah Burkhardt; Zachary Burningham; Edith Burns; Stephen Burrows; Lindsay Burton; Claudia Bustamante; Zahid Butt; Tianrun Cai; Clara Caldeira; Tiffany Callahan; Elizabeth Campbell; Ian Campbell; Robert Campbell; Leonardo Campillos-Llanos; Thomas Campion; Manuel Campos; Bianca Canezim Letti; Cara Cannella; Thomas Cantilina; Lusha Cao; Weidan Cao; Pedro Caraballo; Elena Cardillo; Samuel Carmichael; Pedro Carneiro; Jane Carrington; Mark Carroll; Robert Carroll; Ernest Carter; Reggie Casanova-Perez; John Caskey; Kimisha Cassidy; Kenrick Cato; Kenrick Cato; Rafael Ceschin; Won Chul Cha; Jincy Chacko; Sena Chae; Justin Chambers; Tiffany Champagne-Langabeer; Ashis Chanda; Payal Chandak; Aarti Chandawarkar; Rachita Chandra; Mayanka Chandrashekar; Kevin Chaney; Kira Chaney; Amy Chang; Yu-Ping Chang; Juan Chaparro; Martin Chapman; Daniel Chaput; Shruthi Chari; Malcom Charles; Regis Charlot; David Chartash; Herbert Chase; Maria Chatzimina; scenery chen; Ching-Hua Chen; Dong Chen; Huan Chen; Jessica Chen; Jin Chen; Junbo Chen; Long Chen; Luoxin Chen; Qingxia Chen; Qingxiao Chen; Qingyu Chen; RuiJun Chen; Thomas Chen; Tingting Chen; Tingyu Chen; Yu-Hsin Chen; Yunan Chen; YA LIN CHEN; Cheng Cheng; Christine Cheng; Daryl Cheng; Eric Cheng; Qian Cheng; Daniel Chertok; Victor Cheuy; Ling Chi; Wen-Hao Chiang; Maria Chiaravalloti; Ming-Yuan Chih; Susan Chim; Chieh-Li Chin; David Chin; Benjamin Chisum; Hwayoung Cho; Insook Cho; Ka-chun Chong; Yosep Chong; Chia-Ching Chou; Ananya Choudhury; Jiangfeng Chu; Ling Chu; Chen-Nee Chuah; Jane Chung; Victor Cid; James Cimino; Justin Clark; Lori Clarke; Martina Clarke; Melissa Clarkson; Denise Clayton; Mark Clee; Zoe Co; James Codella; Dasha Cohen; Curtis Cole; Jeremy Collins; Carlo Combi; Donald Comeau; Heather Conboy; Samantha Connolly; MaryAnn Connor; Marisa Conte; Mike Conway; Jean Coquet; Conor Corbin; Sky Corby; Sarah Corley; Ronald Cornet; Ivan Coronado; Anna Costello; Craig Cott; Erika Cottrell; Radu Craioveanu; Andrew Crane-Droesch; Catherine Craven; Jordan Creed; Robert Cronin; Tina Crotty; Salvatore Crusco; Zhicheng Cui; Chandrea Culbreath; Vasa Curcin; Walter Curioso; Leanne Currie; Flannery Currin; Hong-Jie Dai; Shamsi Daneshvari Berry; Raymund Dantes; Kshama Daphtary; Jishnu Das; Debadutta Dash; Katherine Dauber-Decker; Lena Davidson; Patricia Davidson; Dietrich Davis; Selena Davis; Sharon Davis; Sierra Davis; Anahita Davoudi; Anis Davoudi; Robin Dawson; Carrie Daymont; Jina Dcruz; Maira de Bayser; Berry de Bruijn; Anne de Hond; Nina Deliu; Ibrahim Demir; Srinivas Denduluri; Yu Deng; Michael Denton; Eliel de Oliveira; Stephen Deppen; Anjali Desai; Arjun Desai; Jonathan DeShazo; Paul Dexter; Sanjoy Dey; Vishal Dey; Rupali Dhond; Neil Dhopeshwarkar; Gayo Diallo; Franck Diaz-Garelli; Alexander Diehl; Haoran Ding; Huitong Ding; Juncheng Ding; Michael Ding; Min Ding; Xiyu Ding; Lisa Dirks; Pavithra Dissanayake; Guy Divita; Quan Do; Son Doan; Samantha Dolan; Alyssa Donawa; David Dorr; Brian Douthit; Katherine Doyon; Caitlin Dreisbach; Stephan Dreiseitl; Patricia Driscoll; Jingcheng Du; Shimeng Du; Xinsong Du; Shiv Dua; José Márcio Duarte; Alevtina Dubovitskaya; Stephany Duda; Prashila Dullabh; Julia Dunbar; Adam Dunn; Karen Dunn Lopez; Michael Durkin; Polina Durneva; Bruce Dye; Christine Dymek; Arabella D’Havé; Bell Eapen; Claudio Eccher; Ezra Edgerton; Tracy Edinger; Johnathan Edwards; Sina Ehsani; Floyd Eisenberg; Eric Eisenstein; Aaron Eisman; Sarah El-Azab; Christina Eldredge; Baher Elgohari; Andrew Elhabr; Pierre Elias; Robert El-Kareh; Haitham Elmarakeby; Mai Elshehaly; Mika Epps; Alal Eran; Stefan Escobar; Hossein Estiri; Bella Etingen; Egbe-Etu Etu; Jordan Everson; Ernesto Exposito; Elif Eyigoz; Hannah Eyre; Lacy Fabian; David Facchini; Julio Facelli; Michael Fadden; Saira Fakhar; Thomas Falconer; Jungwei Fan; Liyue Fan; Xiao Fan; Amany Farag; Emilia Farcas; Naleef Fareed; Fernanda Farinelli; Hammad Farooq; Naveed Farrukh; Mohammad Faysel; Sarina Fazio; Sue Feldman; Josemari Feliciano; Yunhe Feng; Susan Fenton; Kristian Feterik; Sean Finan; Dezon Finch; Joseph Finkelstein; Brooke Finley; Jason Fisher; Willy Flegel; Jose Florez-Arango; Samah Fodeh; Antonio Foncubierta-Rodriguez; Randi Foraker; Daniel Fort; Andrea Forte; Marva Foster; William Foster; Vasiliki Foufi; Sajjad Fouladvand; Philip Foulis; Daniel France; Henry Francis; Stephanie Frisch; Bradley Fritz; Eleonore Fröhlich; Paul Fu; Sunyang Fu; Kevin Fuji; Katsuhide Fujita; Kate Fultz Hollis; Kin Wah Fung; Hiroko Furo; Rodney Gabriel; Divya Gaitonde; Blanca Gallego; Roland Gamache; Cheng Gao; Grace Gao; JJ Gao; Xiyuan Gao; Amy Garcia; Ana Garcia; Jean Garcia; Sean Garcia; Anders Garlid; Daniel Gartner; Kyungsook Gartrell; Lynn Garvin; Maryam Garza; Carmelo Gaudioso; Asim Gazi; Michal Gaziel-Yablowitz; Wendong Ge; Vijay Gehlot; Nophar Geifman; James Geller; Yimin Geng; Mattias Georgsson; Sheila Gephart; Evelynn Gerardo; Steve Gerst; Hamid Ghaderi; Meysam Ghaffari; Gregory Ghahramani; Mohamed Ghalwash; Gharib Gharibi; Debashis Ghosh; Debopriya Ghosh; Pericles Giannaris; Rima Gibbings; David Gibbs; Bryan Gibson; Richard Gibson; Jeewani Anupama Ginige; Ivan Girardi; Barbara Given; Kimberly Glass; Guy Gleisberg; Djordje Gligorijevic; Glenn Gobbel; Kerry Goetz; Jeffrey Gold; Rachel Gold; Ayelet Goldstein; Benjamin Goldstein; Tamara Goncalves Rezende Macieira; Jen Gong; Mengchun Gong; Yang Gong; Aldren Gonzales; Graciela Gonzalez Hernandez; Rebecca Goodwin; Geoffrey Gordon; Mononito Goswami; Assaf Gottlieb; Benjamin Goudey; Ram Gouripeddi; Nikhil Goyal; Natalia Grabar; Ronald Graefe; Ilana Graetz; Camelia Graham; Debra Graham; Shaun Grannis; Tiffany Grant; Michael Grasso; Sarah Greene; Melody Greer; Susan Gregurick; Ashley Griffin; Brian Gross; Kendall Gross; Cyril Grouin; Calvin Gruss; Yang Gu; Yulong Gu; Alicia Guidry; Marcelo Guimarães; Justin Gundelach; Xiaojie Guo; Yawen Guo; Aditi Gupta; Akash Gupta; Deepak Gupta; Samir Gupta; Neslihan Gurol; Anupama Gururaj; Jenice Guzman; Stephanie Haas; Tyler Haberle; Lori Hack; Udo Hahn; Sarah Hajjar; Eric Hall; Ahmad Halwani; Zeyana Hamid; Tamara Hamlish; Sifei Han; Yan Han; Ellen Harper; Daniel Harris; Kimberly Harris; Melissa Harry; Chip Hart; Andrea Hartzler; Md Mehedi Hasan; Rabiul Hasan; S M Shamimul Hasan; Hamed Hassanzadeh; Janna Hastings; Elham Hatef; Corey Hayes; David Hays; Daqing He; Huan He; Lu He; Qian He; Tiancheng He; Yongqun He; Zhe He; Bret Heale; Kevin Heard; Laura Heermann Langford; Paul Heider; Dawn Heisey-Grove; Elizabeth Heitkemper; Martha Hellems; Oscar Heller; Nathaniel Hendrix; Katharine Henry; Sam Henry; Brian Herrick; Aaron Hettinger; Winston Hide; Raymond Higbea; Dave Hill; Charity Hilton; Blanca Himes; Kelly Hirko; Lynette Hirschman; Joyce Ho; King Chung Ho; Harry Hochheiser; Stephanie Hoelscher; James Hoffman; Jeffrey Hoffman; Mark Hoffman; William Hogan; Mike Hogarth; Benjamin Hohmuth; Andre Holder; Felix Holl; Julie Hollberg; John Holmes; A Jay Holmgren; Megan Holsopple; Juell Homco; Julian Hong; Matthew Hong; Megan Hoopes; Jan Horsky; Christopher Horvat; Abdelrahman Hosny; Li Hou; Robert Hoyt; Michelle Hribar; Jonathan Hron; Allen Hsiao; Chun-Ju Hsiao; Kang-lin Hsieh; Pei-Yun Hsueh; Lu Hu; Pengwei Hu; Ruwei Hu; Stephanie Hu; Zicheng Hu; Catherine Huang; Ming Huang; Yan Huang; Zhi Huang; Chi Ching Vivian HUI; Nathan Hulse; Samuel Hume; Veronica Hung; Mustafa Hussain; Sookyung Hyun; Michael Icardi; Tsuyoshi Ide; Betina Idnay; Bradley Iott; Wui Ip; Sarah Iribarren; Denise Irvine; Humayera Islam; Rezarta Islamaj; Catherine Ivory; Diego Ize-Ludlow; Kevon-Mark Jackman; Jason Jacobs; Robin Jacobs; Swathi Jagannath; Nilesh Jain; Nishant Jain; Trevor Jamieson; Hyeju Jang; Jeehoon Jang; Chiang Jao; Catherine Jayapandian; Heather Jaynes; Alvin Jeffery; Ryan Jelinek; Robert Jenders; Eugene Jeong; Jie Jiang; Silis Jiang; Jimmy Jimmy; Yonghao Jin; Xia Jing; Adriana Johnson; Andrew Johnson; Andrew Johnson; Christian Johnson; Elizabeth Johnson; Kevin Johnson; Marcus Johnson; Michelle Johnson; Nari Johnson; Barrett Jones; JB Jones; Josette Jones; Hyeon Joo; Jaehyun Joo; Venkata Joopudi; Thulasee Jose; Shreekanth Joshi; Cara Joyce; Timothy Judson; Adiebonye Jumbo; Walter Jungbauer; David Kaelber; Sujay Kakarmath; Elsbeth Kalenderian; Andrea Kalvesmaki; Avinash Kalyanaraman; Sajeesh Kumar Kamala Raghavan; Rishikesan Kamaleswaran; Mengyuan Kan; Swaminathan Kandaswamy; Bridget Kane; Youjeong Kang; Samuel Kanga; Bijun Kannadath; Vaishnavi Kannan; Ilse Kant; CHENG-KAI KAO; Suraj Kapa; Akshat Kapoor; Reshma Kar; Mohammad Karim; Ravi Karkar; Uri Kartoun; VIPUL KASHYAP; Sentayehu Kassa; Lalon Kasuske; Rohit Kate; Pranay Kathuria; David Kaufman; Mehmet Kayaalp; Vipina Keloth; Sarita Keni; Stephanie Kennebeck; Rosemary Kennedy; Ellen Kerns; Saif Khairat; Dahlia Khajeei; Yassin Khalifa; Mohammed Khalilia; Faiza Khan; Mirza Khan; Sundas Khan; Vanitha Khetan; Mahnoosh Kholghi; Elaine Khoong; Farid Khorrami; Piyapong Khumrin; Anjum Khurshid; Halil Kilicoglu; Derya Kilinc; David Killaby; John Killbourne; Ahyoung Amy Kim; Bommae Kim; Ellen Kim; Eun Ji Kim; George Kim; Katherine Kim; Min Kim; Minjung Kim; SuJin Kim; Tae Youn Kim; Yejin Kim; Yong-Mi Kim; Eizen Kimura; Andrew King; James King; Les Kirchner; Amber Kiser; Christopher Kitchen; Spyros Kitsiou; Jeffrey Klann; Hilda Klasky; Shinji Kobayashi; Sai Priyanka Kodam; Lauren Koleszar; Philippe Kolh; Malgorzata Kolotylo-Kulkarni; Matthieu Komorowski; Haridimos Kondylakis; Ioannis Korkontzelos; Diane Korngiebel; Nikolas Koscielniak; Sherli Koshy Chenthittayil; Eileen Koski; Sanjana Kotecha; Michal Kouril; Sergey Kovalchuk; Kevin Krause; Tim Krause; Spencer Krichevsky; Spencer Krichevsky; Ashok Krishnamurthy; Sumathi Krishnaprasad; Pavitra Krishnaswamy; Jacob Krive; Anna Kucharska-Newton; Cynthia Kuelbs; Jacqueline Kueper; Thomson Kuhn; Rita Kukafka; Polina Kukhareva; Sujay Kulshrestha; Karan Kumar; Manish Kumar; Tsung-Ting Kuo; Gilad Kuperman; Tahsin Kurc; Fabricio Kury; Kathryn Kuttler; Craig Kuziemsky; Japneet Kwatra; Bum Chul Kwon; Steven Labkoff; William La Cava; Paulette Lacroix; Jiaying Lai; Kenneth Lai; Christophe Lambert; Joshua Landman; David Landsman; Steven Lane; Nicholas Larson; Annie Lau; Shuk Man Lau; Tara Lauria; Angela Laurio; Danielle Lavallee; Timothy Law; Daniel Le; Morgan Leafe; Adam Lee; Brian Lee; Dae Hyun Lee; Eva Lee; Kahyun Lee; Kye Hwa Lee; Sanghoon Lee; Scott Lee; Young Ji Lee; Harold Lehmann; Victor Lei; Klaus Lemke; Benjamin Lengerich; Giorgio Leonardi; Gondy Leroy; Kathy Lesh; Blake Lesselroth; Brooke Levandowski; Bruce Levy; Deborah Lewis; Paul Lewis; Cheng Li; Christine Li; Fuhai Li; Jianfu Li; Jiayun Li; Li Li; Qian Li; Rui Li; Ruowang Li; Xiaojin Li; Xin Li; Yan Li; Ying Li; Zhengyi Li; Zheqi Li; Zhiguo Li; Gongbo Liang; Lifan Liang; Frank Liao; Siaw-Teng Liaw; Valentina Lichtner; Svein-Ivar Lillehaug; Sarah Lim Choi Keung; Anthony Lin; Jia-Ling Lin; Ko-Hong Lin; Ming-Chin Lin; Zhen Lin; Albee Ling; Joe Lintz; Kirill Lipatov; Danlu Liu; Feifan Liu; Guanghui Liu; Guodong Liu; Hao Liu; Jun Liu; Kefei Liu; Lin Liu; Mei Liu; Sijia Liu; Siru Liu; Songzi Liu; Wanli Liu; Xinran Liu; Xu Liu; Yifan Liu; Yongtai Liu; Ying-Chih Lo; Edwin Lomotan; Guillermo Lopez-Campos; Virginia Lorenzi; Sunny Lou; Eli Lourie; Sheng-Chieh Lu; Sheng-Chieh Lu; Weiqi Lu; Yang Lu; Anthony Luberti; Ira Lubin; Brooke Luo; Chongliang Luo; Xiao Luo; Roxana Lupu; Yves Lussier; Kim Luyckx; David Lyalin; Kevin Lybarger; Jay Lyle; Kay Lytle; Tianchu Lyu; Andy Jinhua Ma; Clement Ma; Fenglong Ma; Meng Ma; Xiaomeng Ma; Xinghua Ma; Andy MacKelfresh; Carol Macumber; Sina Madani; Martin Madera; Satish Mahajan; Biswajit Maharathi; Andrea Mahnke; Malika Mahoui; Vincent Major; Scott Malec; Maria Malik; Jennifer Mallow; Christopher Maloney; Lena Mamykina; Jianing Man; Areti Manataki; Eric-Jan Manders; Elena Manilich; Matthew Manning; Eva Manos; Chengsheng Mao; Ben Marafino; Anupama Maram; Naveen Maram; Chrysostomos Marasinou; Chiara Marchiori; Laura Marcial; Adrienne Marcinick; Luis Marco-Ruiz; Heather Marney; Kyle Marshall; Robert Marshall; Stephanie Marszalek; Andy Martens; Blake Martin; Jacob Martin; Adriano Martinelli; William Martinez; Sharyl Martini; Susana Martins; Rita Masese; Aaron Masino; Jill Massengale; Ruth Masterson Creber; George Mastorakos; Patrick Mathias; Roni Matin; Susan Matney; Georgios Mavroudeas; Justine Maxwell; Sarah May; Kathleen Mazza; Nicole McAmis; Terika McCall; James McClay; Nadine McCleary; Robert McClure; Iben McCormick-Ricket; Rozalina McCoy; Jeannine McCune; Samuel McDonald; Mark McGilchrist; Thomas McGinn; Bridget McInnes; Danette McKinley; Eugenia McPeek Hinz; Angeli Medina; David Mendes; Frank Meng; Priya Menon; Alejandro Metke Jimenez; Thierry Meurers; Zhuqi Miao; George Michalopoulos; Wojtek Michalowski; Tim Miksch; Piotr Milczarski; Zheng Milgrom; Andrew Miller; Christopher Miller; Holly Miller; Timothy Miller; Aehong Min; Meenakshi Mishra; Rashmi Mishra; Shweta Mishra; Simita Mishra; Elliot Mitchell; Jonathan Mitchem; Avijit Mitra; Ranjeev Mittu; Anne Moen; Aminah Mazyin Mohamed Ariff; Santosh Mohan; Khalid Moidu; Asher Moldwin; Richard Moldwin; Haadi Mombini; Rachel Monahan; Karen Monsen; Alexandra Monteiro; Lisa Moon; Sungrim Moon; Carlton Moore; Tamara Moores Todd; Francesco Moramarco; Ariane Morassi Sasso; vanessa moreno; Stephen Morgan; Mohammad Morid; Aaron Morris; Abu Mosa; Niema Moshiri; Laura Moss; Tasneem Motiwala; Md Mozaharul Mottalib; Fleur Mougin; Faezeh Movahedi; Danielle Mowery; Amanda Moy; Jack Moye; Justine Mrosak; Munif Mujib; Sukrit Mukherjee; Stephanie Müller; Barbie Mundt; Anoop Muniyappa; Anita Murcko; Melissa Murfin; Robert Murphy; Gabriela Mustata Wilson; Andrew Muth; Alagarraju Muthukumar; Risa Myers; Divya Nagaraj; Gayathri Nagaraj; Eun-Shim Nahm; Rajeshwari Nair; Sujith Nair; Masaharu Nakayama; Drashko Nakikj; Andrew Nam; Vinod Nambudiri; Pantelis Natsiavas; Hammad Naveed; Amin Nayebi; Scott Nelson; Jordan Nestor; Larissa Neumann; Victoria Neumann; Thomas Neumuth; Antoine Neuraz; Aurelie Neveol; Susan Newbold; Barry Newman; David Newman; Denis Newman-Griffis; Hoa Ngo; Victoria Ngo; Dac-Trung Nguyen; Minh Nguyen; Thanh Nguyen; Thanh Nguyen; Vickie Nguyen; Congning Ni; Yizhao Ni; Jeffrey Nielson; Xia Ning; Luciano Nocera; Paige Nong; Raquel Norel; Craig Norquist; Amy Norris; Vit Novacek; Laurie Novak; Karen O'Connor; Patrick O'Connor; Ronald Wihal Oei; Alexander Oeser; Omolola Ogunyemi; Wonsuk Oh; Adebowale Ojo; Bankole Olatosi; Kristen Olinger; Tomasz Oliwa; Abiodun "Abi" Omoloja; Nosa Orobaton; Michael Ortiz; Benjamin Orwoll; John Osborne; Tomiko Oskotsky; Brian Ostasiewski; Nicolai Ostberg; Leon Osterweil; Mina Ostovari; Bunyamin Ozaydin; Michal Ozery-Flato; Mustafa Ozkaynak; Ozgur Ozmen; Al Ozonoff; Yennuten Paarima; Jennifer Pacheco; Sang Pak; Matvey Palchuk; Ted Palen; Eric Pan; Vanessa Panaite; Alok Sagar Panny; Anthony Panos; Sridhar Papagari Sangareddy; Elizabeth Papautsky; Sergio Paraiso-Medina; Pooja Parameshwarappa; Varsha Parekh; Jung In Park; Leslie Park; Seungeun Park; Mark Parkulo; Patrick Paroubek; Sharidan Parr; Carlos Luis Parra-Calderón; Fola Parrish; Dave Parry; Chase Parsons; Erika Pasceri; Bhavesh Patel; Jigar Patel; Kunal Patel; Vaishali Patel; Vipul Patel; Pushpak Pati; Vikas Patil; Braja Patra; Jonathan Patterson; Olga Patterson; Tanmoy Paul; Martin Pavlovski; Seyedeh Neelufar Payrovnaziri; Lauren Peccoralo; shaobo pei; Jonathan Pell; Mingkai Peng; Anuwat Pengput; Catherine Pepper; Patricia Peretz; Eddie Pérez Claudio; Yehoshua Perl; Rimma Perotte; Carolyn Petersen; Lars Peterson; Michael Pfeffer; Hai Phan; John Philip; Andrew Phillips; Mark Phillips; Jimmy Phuong; Adrienne Pichon; Madison Pickering; Malvika Pillai; Ronald Piscotty; Gia Pittet; Tanya Podchiyska; Ananya Poddar; Ari Pollack; Eric Poon; Simon Poon; Mihail Popescu; Jennifer Popovic; Julia Porcino; Jose Posada; Robert Posteraro; Petra Povalej Brzan; Kimbery Powell; Giuseppe Pozzi; Patric Prado; Fabian Prasser; Priyanka Priyanka; Beth Prusaczyk; Mary Jo Pugh; Saptarshi Purkayastha; Colin Purmal; Yuriy Pylypchuk; Nafees Qamar; Miao Qi; Zhi Qiao; Zhenhong Qu; Juan Quiroz; Simona Rabinovici-Cohen; Cordula Rafalko; Matt Rafalski; Nouran Ragaban; Preethi Raghavan; Vineet Raghu; Maryam Rahimian; Protiva Rahman; Ivan Rahmatullah; Greshundria Raines; Shriti Raj; Naveen Raja; Fateme Rajabiyazdi; Sripriya Rajamani; Priya Ramaswamy; Sirisha Rambhatla; Dusan Ramljak; S. Raquel Ramos; Xavier Ransome; Praveen Rao; Ali Rashidee; Kelli Rasmussen; Luke Rasmussen; Irit Rasooly; Richard Rauscher; Kourosh Ravvaz; Bhanu Pratap Singh Rawat; Meghan Reading Turchioe; Nancy Reame; Chantelle Recsky; Travis Redd; Lisa Redden; Madhu Reddy; Bernice Redley; Robyn Reed; Blaine Reeder; Gregory Rehm; Mohamed Rehman; Shakaib Rehman; Nick Reid; Andrew Reimer; Lauryn Remmers; Ziyou Ren; Harry Reyes Nieva; Tera Reynolds; Faisal Reza; Bryn Rhodes; Irbaz Riaz; Ivan Ricarte; Theresa Rienmüller; Anthony Rios; Tracie Risling; Mary Jane Rivard; Rebecca Rivera; Syed Rizvi; Pamela Roberts; Linda Robertson; Nancy Roderer; Jorge Rodriguez; Laritza Rodriguez; Victor Rodriguez; David Rodríguez González; Courtney Rogers; James Rogers; Roland Roller; Adrienne Roman; Joseph Romano; Charlene Ronquillo; Robert Rosati; Rebecca Rose; Samuel Rosenbloom; Alex Rosenthal; Michal Rosen-Zvi; Edgar Ross; Mindy Ross; Sarah Rossetti; Masoud Rouhizadeh; Justin Rousseau; Joy Roy; Shoumik Roychoudhury; David Rubins; Robert Rudin; Alex Rudniy; Carolina Ruiz; Adam Rule; Shelley Rusincovitch; David Russell; Seth Russell; Beatriz Ryan-Lora; Alexander Ryu; Euijung Ryu; Seyedmohammad Saadatagah; Renato Marcos Sabbatini; Janice Sabin; seyedehtanaz Saeidzadeh; Amit Saha; Ahmed Said; Matthew Sakumoto; Sameh Saleh; Fernando Sales; Susan Salkowitz; Shaeke Salman; Hojjat Salmasian; Megan Salwei; Rajni Samavedam; Malarkodi Jebathilagam Samayamuthu; Ben Sanders; Savitha Sangameswaran; Veer Sangha; Devang Sanghavi; Gursharon Sanghera; Trisha Sanghvi; Thiago Santos; Indra Sarkar; Abeed Sarker; Madhu Sasidhar; Isabel Sassoon; Wayne Satz; Christi Saupp; Michael Savin; Suhila Sawesi; Raheel Sayeed; Julie Scherer; Melody Schiaffino; Nicholas Schiltz; Titus Schleyer; David Schlueter; Charles Schmitt; Karisa Schreck; Richard Schreiber; Diana Schreier; Lynn Schriml; John Schrom; Michael Schumacher; Cathy Schwartz; Jessica Schwartz; Kelsey Schwei; Matthew Scotch; Talisha Searcy; Shruti Sehgal; Nathan Seligson; Md Selim; Srijan Sengupta; Lydia Sequeira; Neha Seth; Harshal Shah; Manan Shah; Sareen Shah; Zachary Shahn; Parvez Shaikh; Shayan Shams; Md Mobashir Hasan Shandhi; Anurag Shankar; Prabhu Shankar; Rama Shankar; Marianne Sharko; Brihat Sharma; Mohit Manoj Sharma; Poonam Sharma; Supreeth Shashikumar; George Shaw; John Shelley; Jane Shellum; Jiahong Shen; Nelson Shen; Amy Sheon; Rachel Sherman; Hanyu Shi; Jianlin Shi; Tian Shi; Yunfeng Shi; Takuma Shibahara; Benjamin Shickel; Morgan Shields; Stephanie Shimada; Evan Sholle; Catherine Shoults; Rebecca Shyu; Yuqi Si; Henrique Silva; Robert Silverman; Allan Simpao; Christopher Simpson; Kit Simpson; Roy Simpson; Maria Sims; Akanksha Singh; Amit Singh; Angad Singh; Himanshu Singh; Kritika Singh; Priti Singh; Stephanie Singleton; Melike Sirlanci; Rose Sisk; Dean Sittig; Scott Sittig; Julia Skapik; Anne Skinner; Elyse Slater; Neil Smalheiser; Carmen Smiley; Joshua Smith; Kirk Smith; Diva Smriti; Eric Snyder; Lauren Snyder; Andrey Soares; Frank Soboczenski; Paulina Sockolow; Sunghwan Sohn; Hossein Soleimani; Jalal Soleimani; Anthony Solomonides; Sandeep Soman; Jiangning Song; Qianqian Song; Qingyuan Song; Shanshan Song; Sarvesh Soni; Mani Sotoodeh; Noel Southall; Brunno Souza; William Speier; Christine Spisla; Stephen Spooner; Ranjani Srinivasan; Bridgette Stasher-Booker; Shawn Steidinger; Bryan Steitz; Peter Stella; Michelle Stoffel; Konstantin Stojanovic; Samantha Stonbraker; Norman Stone; Gillian Strudwick; Jing Su; Vignesh Subbian; Saranjah Subramaniam; Parvathy Sudhir Pillai; Nurul Suhaimi; Walter Sujansky; Lina Sulieman; Saanie Sulley; Carolyn Sun; Siao Sun; Tony Sun; Yingcheng Sun; Zhaonan Sun; Janani Sundaresan; Naresh Sundar Rajan; Robert Sunday; Srinivasan Suresh; Didi Surian; Parthasarathy Suryanarayanan; Andrew Swai; Katherine Sward; Walter Swoboda; Haider Syed; Tanveer Syeda-Mahmood; Issa Sylla; Emmanuelle Sylvestre; Ania Syrowatka; Casey Ta; Azade Tabaie; Ty Tabernik; Teresa Taft; Mohammadamin Tajgardoon; Douglas Talbert; Geoffrey Talmon; Suzanne Tamang; Hung-Jui Tan; Qingxiong Tan; Xing Tan; Sanjeev Tandon; Paul Tang; Ziyang Tang; Xavier Tannier; Affaud Tanon; Carson Tao; Donghua Tao; Liang Tao; Shiqiang Tao; Adati Tarfa; Jaclyn Taroni; Abbas Tavakoli; Maryam Tavakoli Hosseinabadi; Brittany Taylor; Yacob Tedla; Irina Temnikova; Lous Ter Meer; Sonoo Thadaney Israni; Khushboo Thaker; Rohith Kumar Thiruvalluru; Thankam Thyvalikakath; Victoria Tiase; Meghan Tierney; Valéria Times; Nick Timkovich; Ralph Timperi; Jill Joanne Tiongco; Rachelle Toman; Jiayi Tong; Tiffany Toor; Samie Tootooni; Maxim Topaz; Manabu Torii; Michael Totzke; Roshan Tourani; Keith Toussaint; Shuichi Toyoda; Duong Tran; Melissa Trapp-Petty; Richard Trepp; Marie Trinidad; Sandhya Tripathi; Jacob Tripp; Yi-Ju Tseng; Manolis Tsiknakis; Ching-Huei Tsou; Samson Tu; Kashyap Tumkur; Kea Turner; Carolyn Tweedy; Ella Tyuryumina; Nalika Ulapane; Sherri Ulfig; Elizabeth Umberfield; Catalina Ungaro; Colby Uptegraft; Ece Uzun; Viralkumar Vaghani; Kimberly Van Auken; Marieke van Buchem; Melissa Van Cain; Anton van der Vegt; Jack VanSchaik; Johan Van Schalkwyk; Christine VanZandbergen; Haleh Vatani; David Vawdrey; Olivia Velez; Pierangelo Veltri; Alexander Vera; Paola Vera-Licona; Ann Vert; Adam Vincent; Shyam Visweswaran; Francesca Vitali; Salvatore Volpe; Kavishwar Wagholikar; Alex Wagner; Monika Wahi; Lemuel Waitman; Aisha Walcott; Anita Walden; Daniel Walker; James Walker; Lorne Walker; Ramona Walls; Colin Walsh; Karen Walsh; Lois Walters-Threat; Nephi Walton; Theresa Walunas; Zhiyu Wan; Jonathan Wanderer; Amy Wang; Chen Wang; Ellen Wang; Fusheng Wang; Haijun Wang; Han Wang; Haozhu Wang; Hongjue Wang; Liqin Wang; Lu Wang; Lucy Wang; Patrick Wang; Ping Wang; Qinyong Wang; Xiaoyan Wang; Xun Wang; Yanshan Wang; Ying Wang; Ying Wang; Steven Wanyee; Pradnya Warnekar; Jeremy Warner; Denise Warzel; Michael Watkins; Jens Weber; Duo (Helen) Wei; Wei Wei; Mark Weiner; Stephanie Weiner; Joanne Weinreb; Charlene Weir; Doria Weiss; Jeremy Weiss; Lisa Weiss; Davy Weissenbacher; Andrew Wen; Matthew West; Vivian West; Patricia Whetzel; Barbee Whitaker; Eric Whitley; Greg Whitman; Luann Whittenburg; Nilmini Wickramasinghe; Adam Wilcox; Ken Wiley; Laura Wiley; David Wiljer; Szymon Wilk; Thomas Wilkinson; Karmen Williams; Marc Williams; Nick Williams; Jeffrey Williamson; Andrew Wilson; Kala Wilson; Tamara Winden; John Windle; Keith Woeltje; Janusz Wojtusiak; Kenneth Wolsey; Anthony Wong; Rachel Wong; Kyungmi Woo; Elizabeth Wood; Grant Wood; Terri Workman; Mark Wrendina; Adam Wright; Aileen Wright; Cai Wu; Danny Wu; Honghan Wu; Huanmei Wu; Joy Wu; Shinyi Wu; YiFan Wu; Yonghui Wu; Wenna Xi; Feng Xie; Sherrie Xie; Zhaopeng Xing; Ruoyun Xiong; Xiaofan Xu; Naohisa Yahagi; ABUBAKARI YAKUBU; Chao Yan; Erjia Yan; Xiaowei Yan; Yao Yan; Chengliang Yang; Christopher Yang; Jianji Yang; Jie Yang; Jie Yang; Rumei Yang; Tzu-I Yang; Robert Yao; Xinghua Yao; Cheng Ye; Jiancheng Ye; Ping Ye; Po-Yin Yen; Wen-wai Yim; Jinsung Yoon; Zaid Yousif; Deahan Yu; Fei Yu; Jingzhi Yu; Sean Yu; Yue Yu; Yue Yu; Zehao Yu; Zheng Yuan; Robin Yurk; Rafeek Yusuf; Zenab Yusuf; Huaiyu Zang; Teresa Zayas- Cabán; John Zech; john Zelcer; caihong zeng; Tingying Zeng; Xiaoming Zeng; zilong zhang; Chengda Zhang; Danchen Zhang; Hansi Zhang; He Zhang; Huabing Zhang; Jianqiu Zhang; Lin Zhang; Mengran Zhang; Ping Zhang; Wenhui Zhang; Yi Zhang; Yili Zhang; Yu Zhang; Yuan Zhang; Yuji Zhang; Zhan Zhang; Ziqi Zhang; Zuoyi Zhang; Juan Zhao; Qingqing Zhao; Qinpei Zhao; Shilin Zhao; Yiqing Zhao; Yunpeng Zhao; Yi Zhen; Chunlei Zheng; Fengbo Zheng; Hanming Zheng; Jiaping Zheng; Ling Zheng; Zhi Zheng; Helen Zhou; Leming Zhou; Shuxin Zhou; Sicheng Zhou; Xiang Zhou; Ping Zhu; Vivienne Zhu; Weiguo Zhu; Yan Zhuang; Dimitrios Zikos; Lindsay Zimmerman; Nansu Zong; Wei Zong; Joseph Zorc; Mark Zubriski.

The following peer reviewers of the AMIA 2021 Annual Symposium disclose the following financial relationships with ACCME- defined commercial interests and other entities. AMIA has reviewed these disclosures, determined if any are relevant, and used a COI mitigation process with the goal of reducing any bias that may be due to these relationships:

Reviewer Relationship: Commercial interest

Amy Abbott

Other Financial or Material Support: Dexcom, Inc

Hamed Abedtash

Employee: Eli Lilly

Subha Airan-Javia

Owner: TrekIT Health, Inc

Corville Allen

Employee: IBM

Shilo Anders

Grants/Research Support: IBM

Dominik Aronsky

  • Stock Shareholder (directly purchased): Semedy AG Switzerland;
  • Employee: Semedy AG Switzerland;
  • Employee: Clinerion AG Switzerland;
  • Stock Shareholder (directly purchased): Clinerion AG Switzerland;
  • Owner: BMInformatix AG Switzerland

Kristine Ashcraft

Employee: invitae

Mohammad Ateya

  • Employee: Pfizer;
  • Stock Shareholder (directly purchased): Multiple pharmaceutical and biotech publicly-traded companies

Stacy Bailey

Consultant: Pfizer, Sanofi, University of Westminster, Luto;

Grants/Research Support: Pfizer, Lundbeck, Sanofi, Eli Lilly, NIH, Gordon and Betty Moore Foundation, Merck

Riccardo Bellazzi

  • Stock Shareholder (directly purchased): Biomeris s.r.l.;
  • Stock Shareholder (directly purchased): Engenome s.r.l.

James Black

Employee: Roche;

Stock Shareholder (directly purchased): Roche

Kiley Black

Employee: Spok

Mark Braunstein

  • Stock Shareholder (directly purchased): LifeQ;
  • Stock Shareholder (directly purchased): PhysIQ;
  • Other Financial or Material Support: Rimidi

Brian Bunker

Employee: Intelligent Medical Objects, Inc.

Matthew Burton

Employee: Apervita, Inc

Hongwei Cai

Stock Shareholder (directly purchased): Xi'an Combaray Life Science and Technology Co.,Ltd.

Michael Cantor

Employee: Regeneron Genetics Center

Prithwish Chakraborty

Employee: IBM

Vasu Chandrasekaran

  • Employee: Merck & Co.;
  • Stock Shareholder (directly purchased): Merck & Co.

Ji Chen

Employee: Regeneron Pharmaceuticals, Inc.

Jonathan Chen

  • Grants/Research Support: NIH/National Library of Medicine via Award R56LM013365;
  • Grants/Research Support: Gordon and Betty Moore Foundation through Grant GBMF8040;
  • Grants/Research Support: National Science Foundation SPO181514;
  • Grants/Research Support: Google, Inc SPO13604;
  • Owner: Reaction Explorer LLC;
  • Consultant: Younker Hyde MacFarlane PLLC;
  • Consultant: Tuolc Inc

Michael Chiang

  • Consultant: Novartis;
  • Owner: InTeleretina, LLC;
  • Grants/Research Support: Genentech;
  • Grants/Research Support: National institutes of Health;
  • Grants/Research Support: National Science Foundation

jeremy collins

Stock Shareholder (directly purchased): CETA, LLC

Joël Colloc

Consultant: SANOFI

Jason Cooper

Employee: HMS

Caitlin Cusack

  • Consultant: Veteran's Health Affairs;
  • Consultant: American College of Obstetricians and Gynecologists

Parul Dayal

  • Employee: Roche/Genentech;
  • Stock Shareholder (directly purchased): Roche/Genentech

Ferdinand Dhombres

Grants/Research Support: EIT-HEALTH Innovation

Joel Diamond

Employee: 2bPrecise

Carsten Eickhoff

  • Consultant: Abacus Health;
  • Owner: codiag AG;
  • Owner: xcardiac GmbH

Beth Emerson

  • Stock Shareholder (directly purchased): Biohaven Pharmaceuticals;
  • Employee: Biohaven Pharmaceuticals

Jonathan Epperlein

Employee: IBM

Steven Eschrich

  • Consultant: Cancer Medicine Journal Associate Editor;
  • Stock Shareholder (directly purchased): Cvergenx, Inc;
  • Owner: Cvergenx, Inc

J Grey Faulkenberry

Employee: MayJuun LLC

Theodore Feldman

  • Stock Shareholder (directly purchased): Moderna, Pfizer, BioNTech, Amazon, Alphabet, Apple, BMS, J&J, Novavax, Astrazeneca, Abbvie, CVS, Abbot Labs, Intel, UnitedHealth, Myovant, Mesoblast, ThermoFisher, Regeneron, Fuidigm, Viatris

Henry Feldman

Employee: IBM Watson Health

Brandon Foreman

  • Speaker Bureau: UCB Pharma;
  • Consultant: UCB Pharma;
  • Consultant: Minnetronix;
  • Grants/Research Support: NIH/NINDS;
  • Grants/Research Support: DOD;
  • Grants/Research Support: NSF

Clifton Fuller

  • Grants/Research Support: Elekta AB;
  • Honorarium: Elekta AB;
  • Honorarium: American Assoc. of Physicists in Medicine;
  • Other Financial or Material Support: American Society of Clinical Oncology

Yi-Bo Gao

  • Grants/Research Support: China Digital Health;
  • Honorarium: AstraZeneca;
  • Honorarium: Elsvier;
  • Honorarium: BeiGene;
  • Honorarium: YuceBio;
  • Grants/Research Support: Tencent

Justin Gatwood

  • Grants/Research Support: GlaxoSmithKline;
  • Grants/Research Support: Merck & Co.;
  • Grants/Research Support: AstraZeneca;
  • Consultant: Kali Care

Luca Giancardo

Grants/Research Support: Nq-Medical

Andrea Giovannini

Employee: IBM Research

William Gordon

  • Consultant: Office of the National Coordinator for Health IT;
  • Grants/Research Support: IBM Watson

Tanuj Gupta

  • Stock Shareholder (directly purchased): AstraZeneca;
  • Employee: Cerner Corporation

Shefali Haldar

Consultant: Litesprite Inc.

David Hanauer

  • Grants/Research Support: NIH;
  • Other Financial or Material Support: U of Michigan Tech Transfer

Olivier Harismendy

  • Stock Shareholder (directly purchased): Sanofi;
  • Stock Shareholder (directly purchased): Novartis

Ronald Hauser

Consultant: Biocogniv Inc.

Sharon Hensley Alford

Owner: Vizlitics DBA Cancer Insights

Daniel Herman

Grants/Research Support: Roche Diagnostics

Kevin Hicks

  • Consultant: Quest;
  • Grants/Research Support: OneOme

Gerhard Hildebrandt

  • Stock Shareholder (directly purchased): Aimmune;
  • Stock Shareholder (directly purchased): Caretrust (CTRE);
  • Stock Shareholder (directly purchased): MPW (medical PPYS);
  • Stock Shareholder (directly purchased): ANGI Homeservices Inc;
  • Stock Shareholder (directly purchased): Caretrust Reit Inc CTRE;
  • Consultant: Astellas Pharma;
  • Consultant: Incyte;
  • Honorarium: Takeda

Gillian Hirst

Stock Shareholder (directly purchased): Exact Sciences

Josh Introne

Grants/Research Support: A.J. Boggs & Company

Sakiko Itoh

Grants/Research Support: NEC Corporation

Ivana Jankovic

  • Consultant: January.AI;
  • Consultant: Anthem

Melinda Jenkins

Stock Shareholder (directly purchased): Custom Clinical Decision Support, Inc.

Erel Joffe

  • Consultant: AstraZeneca;
  • Consultant: Epizyme

Travis Johnson

Consultant: Vascugen

Carl Johnson

  • Employee: Merck;
  • Stock Shareholder (directly purchased): Merck

Sarthak Kakkar

Stock Shareholder (directly purchased): Rx.Health

Maulik Kamdar

Employee: Elsevier Inc.

Thomas Kannampallil

Consultant: Pfizer, Inc

Andrew Kanter

  • Owner: IMO;
  • Employee: IMO

William Kassler

Employee: IBM

Jacqueline Kazmaier

Owner: Autoscriber

Shameer Khader

Employee: AstraZeneca

Naqi Khan

  • Employee: Microsoft;
  • Stock Shareholder (directly purchased): Microsoft

Arman Kilic

Consultant: Medtronic

Prescott Klassen

Employee: Philips Research North America

Preeti Kochar

  • Stock Shareholder (directly purchased): Protalix Biotherapeutics, Inc. (PLX);
  • Stock Shareholder (directly purchased): Kala Pharmaceuticals Inc. (KALA);
  • Stock Shareholder (directly purchased): RegenXBio Inc. (RGNX);
  • Stock Shareholder (directly purchased): Organovo Holdings Inc. (ONVO);
  • Stock Shareholder (directly purchased): Renalytix AI PLC (RNLX)

Gunes Koru

  • Owner: Maryland Health Information Technology LLC;
  • Owner: Maryland Data Science and Engineering LLC

Tarun Kumar

Owner: Cancer Insights

Michelle Leavy

  • Employee: OM1, Inc.;
  • Stock Shareholder (directly purchased): OM1, Inc.

Jaehoon Lee

Consultant: MediBloc Inc.

Tiffany Leung

Consultant: Plushcare, Inc

Alex Liu

Stock Shareholder (directly purchased): Pfizer

Xiong Liu

Employee: Novartis

Courtney Lyles

  • Grants/Research Support: InquisitHealth;
  • Grants/Research Support: AppliedVR;
  • Grants/Research Support: SomnologyMD

Pol Mac Aonghusa

  • Employee: IBM Corporation;
  • Grants/Research Support: EU H2020 Grant Holder;
  • Grants/Research Support: Wellcome Trust Grant Holder;
  • Grants/Research Support: Irish Government DTIF Grant Holder

Maysa Macedo

Employee: IBM

Diwakar Mahajan

Employee: IBM

Frank Manion

Employee: Melax Technologies

Sara Marceglia

Consultant: Newronika SpA

Anne-Marie Meyer

Employee: Roche

Jason Mitchell

Employee: Cerner Corporation

Azadeh Mobasher

  • Consultant: Providence;
  • Employee: Microsoft

F. Moeller

  • Consultant: AstraZeneca;
  • Consultant: Astellas;
  • Consultant: Boehringer Ingelheim;
  • Grants/Research Support: Indivior

Alfredo Morales

  • Employee: Amwell;
  • Stock Shareholder (directly purchased): Amwell

Jon Morrow

Employee: MDClone, Inc.

Naveen Muthu

Stock Shareholder (directly purchased): Phrase Health

Girish Nadkarni

  • Consultant: Renalytix AI, Variant Bio, AstraZeneca, BioVie, GLG Consulting, Reata;
  • Grants/Research Support: Renalytix AI;
  • Owner: Renalytix AI

Arun Nampally

Employee: Invitae

Annamalai Natarajan

Employee: Philips

Kenney Ng

Employee: IBM

Nam Nguyen

Employee: Veradigm

Nam Nguyen

Employee: Veradigm

Kim Nolen

Employee: Pfizer, Inc

John OHoro

  • Consultant: Elsevier, Inc;
  • Consultant: Bates College;
  • Grants/Research Support: Nference, Inc

Olufemi Omitaomu

Grants/Research Support: Department of Veterans Affairs

Larry Ozeran

Other Financial or Material Support: Informed Health Technologies, Inc.

Jennifer Pai

Employee: Merck & Co.

Vineet Pandey

Grants/Research Support: Biogen

Yoonyoung Park

Employee: IBM Research

Shrawan Patel

Consultant: ResApp Health

Svati Patel

  • Employee: Allscripts;
  • Employee: Veradigm

Amila Patel

Employee: Navigating Cancer

Rohan Paul

Employee: Illumina Inc.

Malinda Peeples

Employee: welldoc

Neelam Phadke

Employee: Chiesi USA (Spouse)

Joseph Plasek

Consultant: CareLoop

Thomas Polzin

Employee: 3M

Satyajeet Raje

Employee: IBM

Joshua Richardson

Consultant: Alphora, Inc.

Rubina Rizvi

Employee: IBM Watson Health

Santiago Romero-Brufau

  • Other Financial or Material Support: Inno.Health;
  • Other Financial or Material Support: Jvion, Inc.

Jay Ronquillo

  • Employee: Syapse;
  • Owner: grinformatics

Christian Rose

Consultant: Caption Health

Stephen Ross

Employee: Elsevier Inc

Daniel Rubin

Consultant: Roche Genentech

Daniel Rubin

Consultant: Roche Genentech

Geoffrey Rutledge

Employee: HealthTap

Satya Sahoo

Honorarium: Sunovion Pharmaceuticals Inc.

Anita Samarth

  • Employee: Clinovations Government + Health;
  • Other Financial or Material Support: American Board of Internal Medicine Foundation

Hoda Sayed-Friel

Employee: MEDITECH

Elisabeth Scheufele

Employee: IBM Watson Health

Martin Seneviratne

Employee: Google Health

Kevin Sexton

Other Financial or Material Support: Baxter healthcare royalty from IP

Lincoln Sheets

Consultant: Center for Health Analytics for National and Global Equity

Eli Sherman

  • Grants/Research Support: Google;
  • Employee: IBM

Mehul Sheth

Employee: Cerner

Carolyn Simpkins

Employee: Hive Networks

Murat Sincan

Employee: Sanford Health

Ann Slee

  • Employee: NHSX;
  • Honorarium: University of Edinburgh;
  • Owner: PCS Health Ltd;
  • Stock Shareholder (directly purchased): Triscribe Ltd

Frank Sonnenberg

Consultant: Horizon Blue Cross Blue Shield of New Jersey

Brett South

Employee: IBM Watson Health

William Stead

Other Financial or Material Support: HealthStream

Howard Strasberg

Employee: Wolters Kluwer Health

Fernando Suarez Saiz

Employee: IBM Watson Health

Sanaa Suharwardy

Consultant: Apple

Bharat Sutariya

Employee: Cerner

Sahr Syed

Consultant: Health Catalyst Inc

Marc Tobias

Employee: Phrase Health

Destinee Tormey

Employee: Optum

Harry Tunnell

  • Employee: Eli Lilly & Co.;
  • Stock Shareholder (directly purchased): Eli Lilly & Co.

Alexander Turchin

  • Stock Shareholder (directly purchased): Brio Systems;
  • Consultant: Proteomics International;
  • Grants/Research Support: Astra Zeneca;
  • Grants/Research Support: Edwards;
  • Grants/Research Support: Eli Lilly;
  • Grants/Research Support: Novo Nordisk;
  • Grants/Research Support: Sanofi

Mark Vance

Employee: Deep Lens, Inc

Katie Wilkinson

Employee: Cerner

All following AMIA staff involved with content development of the AMIA 2021 Annual Symposium disclose that they do not have any relationships with ACCME- defined commercial interests:

Dasha Cohen; Lauren Koleszar; Pesha Rubinstein; Scott Weinberg; Jeff Williamson.

Deadline

The deadline to claim CME/CNE credit for this live event is November 19, 2021.

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