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ORCIDAmol A. Verma
Person information
- affiliation: Unity Health Toronto, Data Science and Advanced Analytics, St. Michael's Hospital, ON, Canada
- affiliation: University of Toronto, Department of Medicine, Faculty of Medicine, Institute of Health Policy, Management and Evaluation, ON, Canada
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2020 – today
- 2025
[j6]Lillian Sung, Michael Brudno, Michael C. W. Caesar
, Amol A. Verma, Brad Buchsbaum, Ravi Retnakaran, Vasily Giannakeas, Azadeh Kushki, Gary D. Bader, Helen Lasthiotakis, Muhammad Mamdani, Lisa Strug:
Approaches to identify scenarios for data science implementations within healthcare settings: recommendations based on experiences at multiple academic institutions. Frontiers Digit. Health 7 (2025)- [j5]Anne Fu, Trong Shen, Surain B. Roberts, Weihan Liu, Shruthi Vaidyanathan, Kayley-Jasmin Marchena-Romero, Yuen Yu Phyllis Lam, Kieran Shah, Denise Y. F. Mak, Stephen Chin, Seth J. Stern, Radha Koppula, Lisa F. Joyce, Nicholas Pellegrino, Nancy Harris, Vivian Ng, Siddhartha Srivastava, Nathaniel Manikan, Amelia Wilkinson, Jenny Gastmeier, Jason C. Kwan, Hapiloe Byaruhanga, Linia Shaji, Siji George, Stephanie Handsor, Reshma Anna Roy, Chong Sung Kim, Selam Mequanint, Fahad Razak, Amol A. Verma:
Optimizing the efficiency and effectiveness of data quality assurance in a multicenter clinical dataset. J. Am. Medical Informatics Assoc. 32(5): 835-844 (2025) - [i6]Viet Nguyen, Changjian Shui, Vijay Giri, Siddarth Arya, Amol Verma, Fahad Razak, Rahul G. Krishnan:
Reliably detecting model failures in deployment without labels. CoRR abs/2506.05047 (2025) - [i5]Hashem Omrani, Raha Imanirad, Adam Diamant, Utkarsh Verma, Amol Verma, Fahad Razak:
Endogenous Aggregation of Multiple Data Envelopment Analysis Scores for Large Data Sets. CoRR abs/2510.20052 (2025) - [i4]Dhanesh Ramachandram, Anne Loefler, Surain B. Roberts, Amol Verma, Maia Norman, Fahad Razak, Conrad Pow, Charles de Mestral:
Interpretable Fine-Gray Deep Survival Model for Competing Risks: Predicting Post-Discharge Foot Complications for Diabetic Patients in Ontario. CoRR abs/2511.12409 (2025) - 2024
- [j4]Sarah L. Malecki, Anne Loffler, Daniel Tamming, Niklas Dyrby Johansen, Tor Biering-Sørensen, Michael Fralick, Shahmir Sohail, Jessica Shi, Surain B. Roberts, Michael Colacci, Marwa Ismail, Fahad Razak, Amol A. Verma:
Development and external validation of tools for categorizing diagnosis codes in international hospital data. Int. J. Medical Informatics 189: 105508 (2024) - [c2]Fatemeh Tavakoli, David B. Emerson, Sana Ayromlou, John Taylor Jewell, Amrit Krishnan, Yuchong Zhang, Amol Verma, Fahad Razak:
A Comprehensive View of Personalized Federated Learning on Heterogeneous Clinical Datasets. MLHC 2024 - [i3]Congyu Fang, Adam Dziedzic, Lin Zhang, Laura Oliva, Amol Verma, Fahad Razak, Nicolas Papernot, Bo Wang:
Decentralised, Collaborative, and Privacy-preserving Machine Learning for Multi-Hospital Data. CoRR abs/2402.00205 (2024) - 2023
- [i2]Mucahit Cevik, Can Kavaklioglu, Fahad Razak, Amol Verma, Ayse Basar:
Assessing the impact of emergency department short stay units using length-of-stay prediction and discrete event simulation. CoRR abs/2308.02730 (2023) - [i1]Fatemeh Tavakoli, David B. Emerson, John Jewell, Amrit Krishnan, Yuchong Zhang, Amol Verma, Fahad Razak:
FENDA-FL: Personalized Federated Learning on Heterogeneous Clinical Datasets. CoRR abs/2309.16825 (2023) - 2022
- [j3]Chloé Pou-Prom, Joshua Murray, Sebnem Kuzulugil, Muhammad Mamdani, Amol A. Verma:
From compute to care: Lessons learned from deploying an early warning system into clinical practice. Frontiers Digit. Health 4 (2022) - 2021
- [j2]Amol A. Verma, Sachin V. Pasricha, Hae Young Jung, Vladyslav Kushnir, Denise Y. F. Mak, Radha Koppula, Yishan Guo, Janice L. Kwan, Lauren Lapointe-Shaw, Shail Rawal, Terence Tang, Adina Weinerman, Fahad Razak:
Assessing the quality of clinical and administrative data extracted from hospitals: the General Medicine Inpatient Initiative (GEMINI) experience. J. Am. Medical Informatics Assoc. 28(3): 578-587 (2021) - 2020
- [j1]Akshay Rajaram, Daniel Thomas, Faten Sallam, Amol A. Verma, Shail Rawal:
Accuracy of the Preferred Language Field in the Electronic Health Records of Two Canadian Hospitals. Appl. Clin. Inform. 11(04): 644-649 (2020) - [c1]Bret Nestor, Liam G. McCoy, Amol Verma, Chloé Pou-Prom, Joshua Murray, Sebnem Kuzulugil, David Dai, Muhammad Mamdani, Anna Goldenberg, Marzyeh Ghassemi:
Preparing a Clinical Support Model for Silent Mode in General Internal Medicine. MLHC 2020: 950-972
Coauthor Index
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