Faculty member
School of Medicine

Assistant Professor, Pathology

Director Machine Learning for Health Research Program

Data; Computing; Biology; Medicine; AI; Machine Learning; Health

https://faculty.sites.uci.edu/pratikshahlab

https://www.pratikfacultylab.org/

1. A deep-learning toolkit for visualization and interpretation of segmented medical images. Cell Reports Methods. 2021 Nov 22; 1(7):100107. Ghosal S, Shah P*. [https://www.cell.com/cell-reports-methods/fulltext/S2667-2375(21)00166-1] *=Senior author supervising research

2. Use of deep learning to develop and analyze computational hematoxylin and eosin staining of prostate core biopsy images for tumor diagnosis. JAMA Network. 2020 May 01; 3(5):e205111. Rana A, Lowe A, Lithgow M, Horback K, Janovitz T, Da Silva A, Tsai H, Shanmugam V, Bayat A, Shah P*. [https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2766071] *=Senior author supervising research

3. Artificial intelligence and machine learning in clinical development: a translational perspective. Nature Digital Medicine . 2019; 2:69. Shah P*, Kendall F, Khozin S, Goosen R, Hu J, Laramie J, Ringel M, Schork N [https://www.nature.com/articles/s41746-019-0148-3]. *=Senior author supervising research

4. Artificial intelligence for clinical trial design. Cell Trends Pharmacol Sci. 2019 Aug; 40(8):577-591. Harrer S, Shah P, Antony B, Hu J. [https://www.cell.com/trends/pharmacological-sciences/fulltext/S0165-6147(19)30130-0]

5. Reinforcement learning with action-derived rewards for chemotherapy and clinical trial dosing regimen selection. Proceedings of Machine Learning Research 2018; 85:161–226. Gregory Yauney, Pratik Shah*. [http://proceedings.mlr.press/v85/yauney18a.html] *=Senior author supervising research

6. Technology-enabled examinations of cardiac rhythm, optic nerve, oral health, tympanic membrane, gait and coordination evaluated jointly with routine health screenings. BMJ Open. 2018 Apr 20; 8(4):e018774. Shah P*, Yauney G, Gupta O, Patalano Ii V, Mohit M, Merchant R, Subramanian SV. [https://bmjopen.bmj.com/content/8/4/e018774.long] *=Senior author supervising research

Link to this profile
https://faculty.uci.edu/profile/?facultyId=7154

Last updated
06/24/2023