To examine the evolving role and application of SNOMED CT (SCT) during 2020-2025, a period marked by the COVID-19 pandemic and accelerated adoption of artificial intelligence (AI) in healthcare.
Author(s): Chang, Eunsuk, Mostafa, Javed
DOI: 10.1093/jamia/ocag094
Reuse of shared datasets is often limited by incomplete or inconsistent documentation, hindering interpretation and secondary analysis. We developed DataAtlas, an open-source system for automated generation of data dictionaries from tabular datasets.
Author(s): Giancotti, Raffaele, Fani, Rajna, Al Attrach, Rafi, Veltri, Pierangelo, Pollard, Tom
DOI: 10.1093/jamiaopen/ooag119
To analyze social needs documentation across structured electronic sources in Johns Hopkins Health System, describing practices, patient characteristics, and utility for care, research, and population health.
Author(s): Hatef, Elham, Kitchen, Christopher, Richards, Thomas, Martin, Benjamin, Lopes, Nailu L G, Lehmann, Harold P
DOI: 10.1093/jamiaopen/ooag114
To describe the Research Electronic Data Capture (REDCap) Consortium's initial implementation of generative artificial intelligence (AI) within the REDCap platform using a minimum viable product (MVP) strategy.
Author(s): Shyr, Cathy, Taylor, Robert, Jagtap, Vaishali, Cheng, Alex C, Harris, Paul A
DOI: 10.1093/jamiaopen/ooag117
To compare the performance of task-specific generative AI, with general-purpose large language models (LLMs) in generating more readable lay abstracts and summaries (LASs) of Oncology research.
Author(s): Pannu, Aalamnoor S, Cano, Ilicia, Layne, Ethan, Miranda, Gus, Cai, Jie, Ganjavi, Conner, Magoulianitis, Vasileios, Gill, Karanvir, Fuchs, Gerhard, Desai, Mihir, Gill, Inderbir, Cacciamani, Giovanni E
DOI: 10.1093/jamiaopen/ooag082
To conduct a systematic review of studies assessing the accuracy of International Classification of Diseases (ICD) and Diagnostic and Statistical Manual of Mental Disorders (DSM) codes in administrative data for ascertaining health conditions when compared to a reference standard.
Author(s): Campbell, Alexander C, Tyler, Jessica, Shuttleworth, Rebecca R, Pearce, Lindsay A, Heerde, Jessica A, Borschmann, Rohan, Sawyer, Susan M, Preen, David B, Kinner, Stuart A, Calais-Ferreira, Lucas
DOI: 10.1093/jamiaopen/ooag109
To develop consensus-based core competencies for an entry-level graduate Consumer Health Informatics (CHI) course using a rigorous eDelphi methodology.
Author(s): Krol, Olivia F, Clark, Khaya, Jenkins, Phillip D, Mishra, Vishala, Iyengar, Sriram, Martin, Christie, Blondon, Katherine, Thanawala, Ruchi, Doberne, Julie
DOI: 10.1093/jamiaopen/ooag115
To compare differences in risk factors and 90-day mortality prediction from 2 machine learning (ML) models with a previously published non-ML model and investigate their validity in an external cohort.
Author(s): Møller Jensen, Christian, Zargari Marandi, Ramtin, Moestrup, Kasper Sommerlund, Mourad, Ahmad, Mena Lora, Alfredo J, Sherman, Brad T, Vock, David M, Nordwall, Jacqueline A, Carson, Joanne M, Peiffer-Smadja, Nathan, Aggarwal, Neil R, Naiman, Nicole E, Brown, Samuel M, Barrett, Thomas W, Hatlen, Timothy, Kjærgaard, Victoria S, Chang, Weizhong, Sydes, Matthew R, Lundgren, Jens, Jensen, Tomas O, ,
DOI: 10.1093/jamiaopen/ooag079
To develop the authentication and authorization module for iAgree, a privacy-preserving platform that enables patients to manage consent preferences and share electronic health record (EHR) data across multiple health systems with researchers. The consent and blockchain modules are described elsewhere.
Author(s): Soohoo, Spencer L, Keller, Michelle Sophie, Chen, Yunan, Hu, Di, Huang, Shao-Chi, Kuo, Tsung-Ting, Leder, Chloe, Lu, Xi, Meeker, Daniela, Morse, Brad, Moyse, Harold, Nagaraj, Gayathri, Nguyen, An T, Schilling, Lisa M, Soares, Andrey, Whooley, Mary A, Zheng, Kai, Ohno-Machado, Lucila
DOI: 10.1093/jamiaopen/ooag111
To synthesize and consolidate the existing evidence on the use and characteristics of Free/Libre and Open Source Software (FLOSS)-based electronic health records (EHRs) in global healthcare settings.
Author(s): Thives Mello, Arthur, Scandolara, Daniel Henrique, Meller Dias De Oliveira, Júlia, Pereira Corrêa, Vanessa, Lucchetta Pompermaier, João Paulo, Martins Hoffmann, Francisco, Dos Santos Fontanelli, Miliane, Celuppi, Ianka Cristina, Hammes, Jades Fernando, Cunha, Célio Luiz, Wazlawick, Raul Sidnei, Monguilhott Dalmarco, Eduardo
DOI: 10.1093/jamiaopen/ooag100