Can foundation models wrangle your data?

A Narayan, I Chami, L Orr, S Arora, C Ré - ar** review shows increasing use of vendor-derived measures
A Rule, ER Melnick, NC Apathy - Journal of the American …, 2023‏ - academic.oup.com
Objective The aim of this article is to compare the aims, measures, methods, limitations, and
scope of studies that employ vendor-derived and investigator-derived measures of …

AI-generated draft replies integrated into health records and physicians' electronic communication

M Tai-Seale, SL Baxter, F Vaida, A Walker… - JAMA Network …, 2024‏ - jamanetwork.com
Importance Timely tests are warranted to assess the association between generative
artificial intelligence (GenAI) use and physicians' work efforts. Objective To investigate the …

Human factors and ergonomics in healthcare: Industry demands and a path forward

JR Keebler, MA Rosen, DF Sittig, E Thomas… - Human …, 2022‏ - journals.sagepub.com
This article reviews three industry demands that will impact the future of Human Factors and
Ergonomics in Healthcare settings. These demands include the growing population of older …

Next-generation artificial intelligence for diagnosis: from predicting diagnostic labels to “wayfinding”

J Adler-Milstein, JH Chen, G Dhaliwal - Jama, 2021‏ - jamanetwork.com
Improvingthediagnosticprocessisaqualityan… priority. 1 With the digitization of health
records and rapid expansion of health data, the cognitive demand on the diagnostician has …

Relationships between EHR-based audit log data and physician burnout and clinical practice process measures

LN Dyrbye, J Gordon, J O'Horo, SM Belford… - Mayo Clinic …, 2023‏ - Elsevier
Objective To explore the relationship of electronic health record (EHR)–based audit log data
with physician burnout and clinical practice process measures. Methods From September 4 …

Differences in health professionals' engagement with electronic health records based on inpatient race and ethnicity

C Yan, X Zhang, Y Yang, K Kang, MC Were… - JAMA network …, 2023‏ - jamanetwork.com
Importance US health professionals devote a large amount of effort to engaging with
patients' electronic health records (EHRs) to deliver care. It is unknown whether patients with …

Characterizing physician EHR use with vendor derived data: a feasibility study and cross-sectional analysis

ER Melnick, SY Ong, A Fong, V Socrates… - Journal of the …, 2021‏ - academic.oup.com
Objective To derive 7 proposed core electronic health record (EHR) use metrics across 2
healthcare systems with different EHR vendor product installations and examine factors …

Early changes in billing and notes after evaluation and management guideline change

NC Apathy, AJ Hare, S Fendrich… - Annals of internal …, 2022‏ - acpjournals.org
Background: The American Medical Association updated guidance in 2021 for frequently
used billing codes for outpatient evaluation and management (E/M) visits. The intent was to …

Path coherence and disruption in routine dynamics

I Kim, BT Pentland, KA Frank… - Organization Science, 2024‏ - pubsonline.informs.org
We use evidence from a disruption of clinical documentation routines to propose a novel,
predictive mechanism for routine dynamics based on path coherence. Path coherence refers …