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Machine Learning for Personalized Medicine: Predicting Primary Myocardial Infarction from Electronic Health Records.
Published in:
AI Magazine, 2012, v. 33, n. 4, p. 33, doi. 10.1609/aimag.v33i4.2438
By:
- Weiss, Jeremy C.;
- Natarajan, Sriraam;
- Peissig, Peggy L.;
- McCarty, Catherine A.;
- Page, David
Publication type:
Article
Comparing a single-stage geocoding method to a multi-stage geocoding method: how much and where do they disagree?
Published in:
International Journal of Health Geographics, 2007, v. 6, p. 1, doi. 10.1186/1476-072X-6-12
By:
- Lovasi, Gina S.;
- Weiss, Jeremy C.;
- Hoskins, Richard;
- Whitsel, Eric A.;
- Rice, Kenneth;
- Erickson, Craig F.;
- Psaty, Bruce M.
Publication type:
Article
Using machine learning to predict risk of incident opioid use disorder among fee-for-service Medicare beneficiaries: A prognostic study.
Published in:
PLoS ONE, 2020, v. 15, n. 7, p. 1, doi. 10.1371/journal.pone.0235981
By:
- Lo-Ciganic, Wei-Hsuan;
- Huang, James L.;
- Zhang, Hao H.;
- Weiss, Jeremy C.;
- Kwoh, C. Kent;
- Donohue, Julie M.;
- Gordon, Adam J.;
- Cochran, Gerald;
- Malone, Daniel C.;
- Kuza, Courtney C.;
- Gellad, Walid F.
Publication type:
Article
Evaluation of Machine-Learning Algorithms for Predicting Opioid Overdose Risk Among Medicare Beneficiaries With Opioid Prescriptions.
Published in:
JAMA Network Open, 2019, p. e190968, doi. 10.1001/jamanetworkopen.2019.0968
By:
- Lo-Ciganic, Wei-Hsuan;
- Huang, James L.;
- Zhang, Hao H.;
- Weiss, Jeremy C.;
- Wu, Yonghui;
- Kwoh, C. Kent;
- Donohue, Julie M.;
- Cochran, Gerald;
- Gordon, Adam J.;
- Malone, Daniel C.;
- Kuza, Courtney C.;
- Gellad, Walid F.
Publication type:
Article
Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis.
Published in:
2019
By:
- Seymour, Christopher W.;
- Kennedy, Jason N.;
- Wang, Shu;
- Chang, Chung-Chou H.;
- Elliott, Corrine F.;
- Xu, Zhongying;
- Berry, Scott;
- Clermont, Gilles;
- Cooper, Gregory;
- Gomez, Hernando;
- Huang, David T.;
- Kellum, John A.;
- Mi, Qi;
- Opal, Steven M.;
- Talisa, Victor;
- van der Poll, Tom;
- Visweswaran, Shyam;
- Vodovotz, Yoram;
- Weiss, Jeremy C.;
- Yealy, Donald M.
Publication type:
journal article
Changes in predicted opioid overdose risk over time in a state Medicaid program: a group‐based trajectory modeling analysis.
Published in:
Addiction, 2022, v. 117, n. 8, p. 2254, doi. 10.1111/add.15878
By:
- Guo, Jingchuan;
- Gellad, Walid F.;
- Yang, Qingnan;
- Weiss, Jeremy C.;
- Donohue, Julie M.;
- Cochran, Gerald;
- Gordon, Adam J.;
- Malone, Daniel C.;
- Kwoh, C. Kent;
- Kuza, Courtney C.;
- Wilson, Debbie L.;
- Lo‐Ciganic, Wei‐Hsuan
Publication type:
Article
Predicting Mortality Risk After a Hospital or Emergency Department Visit for Nonfatal Opioid Overdose.
Published in:
JGIM: Journal of General Internal Medicine, 2021, v. 36, n. 4, p. 908, doi. 10.1007/s11606-020-06405-w
By:
- Guo, Jingchuan;
- Lo-Ciganic, Wei-Hsuan;
- Yang, Qingnan;
- Huang, James L.;
- Weiss, Jeremy C.;
- Cochran, Gerald;
- Malone, Daniel C.;
- Kuza, Courtney C.;
- Gordon, Adam J.;
- Donohue, Julie M.;
- Gellad, Walid F.
Publication type:
Article
Occupational Patterns of Opioid-Related Overdose Deaths Among Arizona Medicaid Enrollees, 2008–2017.
Published in:
JGIM: Journal of General Internal Medicine, 2020, v. 35, n. 7, p. 2210, doi. 10.1007/s11606-020-05684-7
By:
- Chalasani, Rohan;
- Lo-Ciganic, Wei-Hsuan;
- Huang, James L.;
- Guo, Jingchuan;
- Weiss, Jeremy C.;
- Kuza, Courtney C.;
- Gellad, Walid F.
Publication type:
Article
Fairness with censorship and group constraints.
Published in:
Knowledge & Information Systems, 2023, v. 65, n. 6, p. 2571, doi. 10.1007/s10115-023-01842-5
By:
- Zhang, Wenbin;
- Weiss, Jeremy C.
Publication type:
Article

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