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Volume 5, Issue 2, July 2022
Brief Communications
Comparison of algorithms for identifying people with HIV from electronic medical records in a large, multi-site database
JAMIA Open, Volume 5, Issue 2, July 2022, ooac033, https://doi.org/10.1093/jamiaopen/ooac033
A machine learning approach to identifying delirium from electronic health records
JAMIA Open, Volume 5, Issue 2, July 2022, ooac042, https://doi.org/10.1093/jamiaopen/ooac042
MyCap: a flexible and configurable platform for mobilizing the participant voice
JAMIA Open, Volume 5, Issue 2, July 2022, ooac047, https://doi.org/10.1093/jamiaopen/ooac047
Clinical study applying machine learning to detect a rare disease: results and lessons learned
JAMIA Open, Volume 5, Issue 2, July 2022, ooac053, https://doi.org/10.1093/jamiaopen/ooac053
Application Notes
Development and validation of MicrobEx: an open-source package for microbiology culture concept extraction
JAMIA Open, Volume 5, Issue 2, July 2022, ooac026, https://doi.org/10.1093/jamiaopen/ooac026
Built by epidemiologists for epidemiologists: an internal COVID-19 dashboard for real-time situational awareness in New York City
JAMIA Open, Volume 5, Issue 2, July 2022, ooac029, https://doi.org/10.1093/jamiaopen/ooac029
Smart Scheduling (SMASCH): multi-appointment scheduling system for longitudinal clinical research studies
JAMIA Open, Volume 5, Issue 2, July 2022, ooac038, https://doi.org/10.1093/jamiaopen/ooac038
Case Reports
Department-focused electronic health record thrive training
JAMIA Open, Volume 5, Issue 2, July 2022, ooac025, https://doi.org/10.1093/jamiaopen/ooac025
Establishing a centralized data mart from the Rakai community cohort study to improve HIV research in Rakai, Uganda
JAMIA Open, Volume 5, Issue 2, July 2022, ooac032, https://doi.org/10.1093/jamiaopen/ooac032
Enhancing research data infrastructure to address the opioid epidemic: the Opioid Overdose Network (O2-Net)
JAMIA Open, Volume 5, Issue 2, July 2022, ooac055, https://doi.org/10.1093/jamiaopen/ooac055
Research and Applications
Representing narrative evidence as clinical evidence logic statements
JAMIA Open, Volume 5, Issue 2, July 2022, ooac024, https://doi.org/10.1093/jamiaopen/ooac024
Implementation approaches and barriers for rule-based and machine learning-based sepsis risk prediction tools: a qualitative study
JAMIA Open, Volume 5, Issue 2, July 2022, ooac022, https://doi.org/10.1093/jamiaopen/ooac022
Consumer perceptions of telehealth for mental health or substance abuse: a Twitter-based topic modeling analysis
JAMIA Open, Volume 5, Issue 2, July 2022, ooac028, https://doi.org/10.1093/jamiaopen/ooac028
Crossing the digital divide: a veteran affairs program to distribute video-enabled devices to patients in a supportive housing program
JAMIA Open, Volume 5, Issue 2, July 2022, ooac027, https://doi.org/10.1093/jamiaopen/ooac027
Development and implementation of a prescription opioid registry across diverse health systems
JAMIA Open, Volume 5, Issue 2, July 2022, ooac030, https://doi.org/10.1093/jamiaopen/ooac030
Impact of explainable artificial intelligence assistance on clinical decision-making of novice dental clinicians
JAMIA Open, Volume 5, Issue 2, July 2022, ooac031, https://doi.org/10.1093/jamiaopen/ooac031
Impact of a telemedicine system on work burden and mental health of healthcare providers working with COVID-19: a multicenter pre-post prospective study
JAMIA Open, Volume 5, Issue 2, July 2022, ooac037, https://doi.org/10.1093/jamiaopen/ooac037
Generalizable prediction of COVID-19 mortality on worldwide patient data
JAMIA Open, Volume 5, Issue 2, July 2022, ooac036, https://doi.org/10.1093/jamiaopen/ooac036
Evaluation of an online text simplification editor using manual and automated metrics for perceived and actual text difficulty
JAMIA Open, Volume 5, Issue 2, July 2022, ooac044, https://doi.org/10.1093/jamiaopen/ooac044
Evaluation of a machine learning approach utilizing wearable data for prediction of SARS-CoV-2 infection in healthcare workers
JAMIA Open, Volume 5, Issue 2, July 2022, ooac041, https://doi.org/10.1093/jamiaopen/ooac041
Impact of social determinants of health on improving the LACE index for 30-day unplanned readmission prediction
JAMIA Open, Volume 5, Issue 2, July 2022, ooac046, https://doi.org/10.1093/jamiaopen/ooac046
Delirium prediction in the ICU: designing a screening tool for preventive interventions
JAMIA Open, Volume 5, Issue 2, July 2022, ooac048, https://doi.org/10.1093/jamiaopen/ooac048
Deep learning-based NLP data pipeline for EHR-scanned document information extraction
JAMIA Open, Volume 5, Issue 2, July 2022, ooac045, https://doi.org/10.1093/jamiaopen/ooac045
Automatic information extraction from childhood cancer pathology reports
JAMIA Open, Volume 5, Issue 2, July 2022, ooac049, https://doi.org/10.1093/jamiaopen/ooac049
Medical data formatting to improve physician interpretation speed in the Military Healthcare System
JAMIA Open, Volume 5, Issue 2, July 2022, ooac051, https://doi.org/10.1093/jamiaopen/ooac051
An alert tool to promote lung protective ventilation for possible acute respiratory distress syndrome
JAMIA Open, Volume 5, Issue 2, July 2022, ooac050, https://doi.org/10.1093/jamiaopen/ooac050
Review
A scoping review of ethics considerations in clinical natural language processing
JAMIA Open, Volume 5, Issue 2, July 2022, ooac039, https://doi.org/10.1093/jamiaopen/ooac039
How can natural language processing help model informed drug development?: a review
JAMIA Open, Volume 5, Issue 2, July 2022, ooac043, https://doi.org/10.1093/jamiaopen/ooac043
