Enabling open access to support biomedical research.
Author(s): Sarkar, Indra Neil
DOI: 10.1093/jamiaopen/ooz059
Author(s): Sarkar, Indra Neil
DOI: 10.1093/jamiaopen/ooz059
To demonstrate a process of calculating the maximum potential morphine milligram equivalent daily dose (MEDD) based on the prescription Sig for use in quality improvement initiatives. To calculate an opioid prescription's maximum potential Sig-MEDD, we developed SQL code to determine a prescription's maximum units/day using discrete field data and text-parsing in the prescription instructions. We validated the derived units/day calculation using 3000 Sigs, then compared the Sig-MEDD calculation against the [...]
Author(s): Goud, Anil, Kiefer, Elizabeth, Keller, Michelle S, Truong, Lyna, SooHoo, Spencer, Riggs, Richard V
DOI: 10.1093/jamiaopen/ooz018
Chronic obstructive pulmonary disease (COPD) phenotypes cover a range of lung abnormalities. To allow text mining methods to identify pertinent and potentially complex information about these phenotypes from textual data, we have developed a novel annotated corpus, which we use to train a neural network-based named entity recognizer to detect fine-grained COPD phenotypic information.
Author(s): Ju, Meizhi, Short, Andrea D, Thompson, Paul, Bakerly, Nawar Diar, Gkoutos, Georgios V, Tsaprouni, Loukia, Ananiadou, Sophia
DOI: 10.1093/jamiaopen/ooz009
Adoption of health information technology (HIT) is often assessed in surveys of organizations. The validity of data from such surveys for ambulatory clinics has not been evaluated. We compared level of agreement between 1 ambulatory statewide survey and 2 other data sources: a second survey and interviews with survey respondents.
Author(s): Rudin, Robert S, Shi, Yunfeng, Fischer, Shira H, Shekelle, Paul, Amill-Rosario, Alejandro, Shaw, Bethany, Ridgely, M Susan, Damberg, Cheryl L
DOI: 10.1093/jamiaopen/ooz004
To understand if providers who had additional electronic health record (EHR) training improved their satisfaction, decreased personal EHR-use time, and decreased turnaround time on tasks.
Author(s): DiAngi, Yumi T, Stevens, Lindsay A, Halpern-Felsher, Bonnie, Pageler, Natalie M, Lee, Tzielan C
DOI: 10.1093/jamiaopen/ooz003
Author(s): Sarkar, Indra Neil
DOI: 10.1093/jamiaopen/ooz021
We present a new system to track, manage, and report on all risks and issues encountered during a clinical trial.
Author(s): Ciervo, Joseph, Shen, Shih Chuan, Stallcup, Kristin, Thomas, Abraham, Farnum, Michael A, Lobanov, Victor S, Agrafiotis, Dimitris K
DOI: 10.1093/jamiaopen/ooz006
"Meaningful Use" (MU) of electronic health records (EHRs) is a measure used by Medicare to determine whether hospitals are comprehensively using electronic tools. Whether hospitals' engagement in value-based initiatives such as MU is associated with value-defined as high quality and low costs-is unknown. Our objectives were to describe hospital participation in MU, and determine whether duration of participation is associated with value.
Author(s): Brice, Yanick N, Joynt Maddox, Karen E
DOI: 10.1093/jamiaopen/ooz005
The objective of this study is to demonstrate the feasibility of applying word embeddings to expand the terminology of dietary supplements (DS) using over 26 million clinical notes.
Author(s): Fan, Yadan, Pakhomov, Serguei, McEwan, Reed, Zhao, Wendi, Lindemann, Elizabeth, Zhang, Rui
DOI: 10.1093/jamiaopen/ooz007
Audio is increasingly used to access information on the Internet through virtual assistants and smart speakers. Our objective is to evaluate the distribution of health information through audio.
Author(s): Leroy, Gondy, Kauchak, David
DOI: 10.1093/jamiaopen/ooz011