Petch J - Search Results

1

Breast cancer learning health system: Patient information from a data and analytics platform characterizes care provided.

Levine MN, Kemppainen J, Rosenberg M, Pettengell C, Bogach J, Whelan T, Saha A, Ranisau J, Petch J. Levine MN, et al. Among authors: petch j. Learn Health Syst. 2024 Feb 13;8(3):e10409. doi: 10.1002/lrh2.10409. eCollection 2024 Jul. Learn Health Syst. 2024. PMID: 39036532 Free PMC article.

2

Geographic variation in work injuries: a multilevel analysis of individual-level data and area-level factors within Canada.

Morassaei S, Breslin FC, Ibrahim SA, Smith PM, Mustard CA, Amick BC 3rd, Shankardass K, Petch J. Morassaei S, et al. Among authors: petch j. Ann Epidemiol. 2013 May;23(5):260-6. doi: 10.1016/j.annepidem.2013.03.008. Ann Epidemiol. 2013. PMID: 23621992 Free article.

3

Public payments to physicians in Ontario adjusted for overhead costs.

Petch J, Dhalla IA, Henry DA, Schultz SE, Glazier RH, Bhatia S, Laupacis A. Petch J, et al. Healthc Policy. 2012 Nov;8(2):30-6. Healthc Policy. 2012. PMID: 23968613 Free PMC article.

4

Developing a Data and Analytics Platform to Enable a Breast Cancer Learning Health System at a Regional Cancer Center.

Petch J, Kempainnen J, Pettengell C, Aviv S, Butler B, Pond G, Saha A, Bogach J, Allard-Coutu A, Sztur P, Ranisau J, Levine M. Petch J, et al. JCO Clin Cancer Inform. 2023 Mar;7:e2200182. doi: 10.1200/CCI.22.00182. JCO Clin Cancer Inform. 2023. PMID: 37001040 Free PMC article.

5

Machine Learning Approaches for the Image-Based Identification of Surgical Wound Infections: Scoping Review.

Tabja Bortesi JP, Ranisau J, Di S, McGillion M, Rosella L, Johnson A, Devereaux PJ, Petch J. Tabja Bortesi JP, et al. Among authors: petch j. J Med Internet Res. 2024 Jan 18;26:e52880. doi: 10.2196/52880. J Med Internet Res. 2024. PMID: 38236623 Free PMC article. Review.

6

A machine learning-based clinical decision support algorithm for reducing unnecessary coronary angiograms.

Schwalm JD, Di S, Sheth T, Natarajan MK, O'Brien E, McCready T, Petch J. Schwalm JD, et al. Among authors: petch j. Cardiovasc Digit Health J. 2021 Dec 24;3(1):21-30. doi: 10.1016/j.cvdhj.2021.12.001. eCollection 2022 Feb. Cardiovasc Digit Health J. 2021. PMID: 35265932 Free PMC article.

7

Optimizing Health Coaching for Patients With Type 2 Diabetes Using Machine Learning: Model Development and Validation Study.

Di S, Petch J, Gerstein HC, Zhu R, Sherifali D. Di S, et al. Among authors: petch j. JMIR Form Res. 2022 Sep 13;6(9):e37838. doi: 10.2196/37838. JMIR Form Res. 2022. PMID: 36099006 Free PMC article.

8

Optimizing Patient Record Linkage in a Master Patient Index Using Machine Learning: Algorithm Development and Validation.

Nelson W, Khanna N, Ibrahim M, Fyfe J, Geiger M, Edwards K, Petch J. Nelson W, et al. Among authors: petch j. JMIR Form Res. 2023 Jun 29;7:e44331. doi: 10.2196/44331. JMIR Form Res. 2023. PMID: 37384382 Free PMC article.

9

Machine Learning-Based Early Warning Systems for Clinical Deterioration: Systematic Scoping Review.

Muralitharan S, Nelson W, Di S, McGillion M, Devereaux PJ, Barr NG, Petch J. Muralitharan S, et al. Among authors: petch j. J Med Internet Res. 2021 Feb 4;23(2):e25187. doi: 10.2196/25187. J Med Internet Res. 2021. PMID: 33538696 Free PMC article.

10

Optimizing warfarin dosing for patients with atrial fibrillation using machine learning.

Petch J, Nelson W, Wu M, Ghassemi M, Benz A, Fatemi M, Di S, Carnicelli A, Granger C, Giugliano R, Hong H, Patel M, Wallentin L, Eikelboom J, Connolly SJ. Petch J, et al. Sci Rep. 2024 Feb 24;14(1):4516. doi: 10.1038/s41598-024-55110-9. Sci Rep. 2024. PMID: 38402362 Free PMC article.

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