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Authors: Bradley A Malin
Journal Article
Beyond Phecodes: leveraging PheMAP to identify patients lacking diagnosis codes in electronic health records Get access
Journal of the American Medical Informatics Association, Volume 32, Issue 6, June 2025, Pages 1007–1014, https://doi.org/10.1093/jamia/ocaf055
Published: 29 March 2025
Journal Article
Large language models are less effective at clinical prediction tasks than locally trained machine learning models Open Access
Journal of the American Medical Informatics Association, Volume 32, Issue 5, May 2025, Pages 811–822, https://doi.org/10.1093/jamia/ocaf038
Published: 08 March 2025
Journal Article
Addressing ethical issues in healthcare artificial intelligence using a lifecycle-informed process Open Access
in
JAMIA Open
JAMIA Open, Volume 7, Issue 4, December 2024, ooae108, https://doi.org/10.1093/jamiaopen/ooae108
Published: 15 November 2024
Journal Article
Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework Get access
Journal of the American Medical Informatics Association, Volume 31, Issue 6, June 2024, Pages 1303–1312, https://doi.org/10.1093/jamia/ocae075
Published: 07 May 2024
Journal Article
Large language models facilitate the generation of electronic health record phenotyping algorithms Open Access
Journal of the American Medical Informatics Association, Volume 31, Issue 9, September 2024, Pages 1994–2001, https://doi.org/10.1093/jamia/ocae072
Published: 13 April 2024
Journal Article
Managing re-identification risks while providing access to the All of Us research program Get access
Journal of the American Medical Informatics Association, Volume 30, Issue 5, May 2023, Pages 907–914, https://doi.org/10.1093/jamia/ocad021
Published: 21 February 2023
Journal Article
Dobbs and the future of health data privacy for patients and healthcare organizations Open Access
Journal of the American Medical Informatics Association, Volume 30, Issue 1, January 2023, Pages 155–160, https://doi.org/10.1093/jamia/ocac155
Published: 04 October 2022
Journal Article
Keeping synthetic patients on track: feedback mechanisms to mitigate performance drift in longitudinal health data simulation Get access
Journal of the American Medical Informatics Association, Volume 29, Issue 11, November 2022, Pages 1890–1898, https://doi.org/10.1093/jamia/ocac131
Published: 04 August 2022
Journal Article
Forecasting the future clinical events of a patient through contrastive learning Get access
Journal of the American Medical Informatics Association, Volume 29, Issue 9, September 2022, Pages 1584–1592, https://doi.org/10.1093/jamia/ocac086
Published: 31 May 2022
Journal Article
Dynamically adjusting case reporting policy to maximize privacy and public health utility in the face of a pandemic Get access
Journal of the American Medical Informatics Association, Volume 29, Issue 5, May 2022, Pages 853–863, https://doi.org/10.1093/jamia/ocac011
Published: 19 February 2022
Journal Article
Predicting next-day discharge via electronic health record access logs Get access
Journal of the American Medical Informatics Association, Volume 28, Issue 12, December 2021, Pages 2670–2680, https://doi.org/10.1093/jamia/ocab211
Published: 30 September 2021
Journal Article
Protecting research data of publicly revealing participants Open Access
Journal of Law and the Biosciences, Volume 8, Issue 2, July-December 2021, lsab028, https://doi.org/10.1093/jlb/lsab028
Published: 06 September 2021
Journal Article
Predicting brain function status changes in critically ill patients via Machine learning Get access
Journal of the American Medical Informatics Association, Volume 28, Issue 11, November 2021, Pages 2412–2422, https://doi.org/10.1093/jamia/ocab166
Published: 17 August 2021
Journal Article
Antibodies to Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) in All of Us Research Program Participants, 2 January to 18 March 2020 Free
Clinical Infectious Diseases, Volume 74, Issue 4, 15 February 2022, Pages 584–590, https://doi.org/10.1093/cid/ciab519
Published: 15 June 2021
Journal Article
Enabling realistic health data re-identification risk assessment through adversarial modeling Get access
Journal of the American Medical Informatics Association, Volume 28, Issue 4, April 2021, Pages 744–752, https://doi.org/10.1093/jamia/ocaa327
Published: 15 January 2021
Journal Article
SynTEG: a framework for temporal structured electronic health data simulation Get access
Journal of the American Medical Informatics Association, Volume 28, Issue 3, March 2021, Pages 596–604, https://doi.org/10.1093/jamia/ocaa262
Published: 23 November 2020
Journal Article
EDITOR'S CHOICE
FEATURED
Resilience of clinical text de-identified with “hiding in plain sight” to hostile reidentification attacks by human readers Get access
Journal of the American Medical Informatics Association, Volume 27, Issue 9, September 2020, Pages 1374–1382, https://doi.org/10.1093/jamia/ocaa095
Published: 15 September 2020
Journal Article
SCOR: A secure international informatics infrastructure to investigate COVID-19 Open Access
Journal of the American Medical Informatics Association, Volume 27, Issue 11, November 2020, Pages 1721–1726, https://doi.org/10.1093/jamia/ocaa172
Published: 10 July 2020
Journal Article
Ensuring electronic medical record simulation through better training, modeling, and evaluation Get access
Journal of the American Medical Informatics Association, Volume 27, Issue 1, January 2020, Pages 99–108, https://doi.org/10.1093/jamia/ocz161
Published: 08 October 2019
Journal Article
The machine giveth and the machine taketh away: a parrot attack on clinical text deidentified with hiding in plain sight Get access
Journal of the American Medical Informatics Association, Volume 26, Issue 12, December 2019, Pages 1536–1544, https://doi.org/10.1093/jamia/ocz114
Published: 07 August 2019
