This profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a University of Toronto directory, so their courses may be missing. Find their university profile.
Research
Latest papers
Haemolytic anaemia and thrombocytopenia following phenobarbital therapy for alcohol withdrawal.
BMJ case reports · 2026 · senior author
Use of Deferred Consent in Randomized Clinical Trials.
NEJM evidence · 2026 · senior author
Early Morning Blood Draw Timing and Frequency Among Hospitalized Patients.
JAMA network open · 2026 · first author
Latest funding
- $742,051
Recuperative Environment for Safer Transitions after hospitalization for people experiencing HOMElessness (REST-HOME) Trial
CIHR · 2026 · Principal investigator
- $100,000
Using an Artificial Intelligence Quality Indicator to optimize and evaluate delirium prevention efforts in hospitals
CIHR · 2023 · Co-investigator
- $100,000
Developing an Artificial Intelligence and Implementation Science Toolkit to Prevent Delirium in Hospitals
CIHR · 2023 · Co-investigator
32 publications.
Haemolytic anaemia and thrombocytopenia following phenobarbital therapy for alcohol withdrawal.
Whitelaw S, Arya S, Goldberg N, Colacci M
Use of Deferred Consent in Randomized Clinical Trials.
Van Leeve J, Colacci M
Early Morning Blood Draw Timing and Frequency Among Hospitalized Patients.
Colacci M, Loffler A, Roberts SB, Silverstein WK, Weinerman A, Verma AA, Razak F
Evaluating sociodemographic bias in a deployed machine-learned patient deterioration model.
Colacci M, Pou-Prom C, Siddiqi A, Mamdani M, Verma AA
Understanding patient preferences on providing sociodemographic information in an acute care setting: a qualitative study.
Garad Y, Pak N, Barker B, Kasperavicius D, Pratt J, Marwaha S, Colacci M, Pattani R, Kipp E, Conrad J, Straus SE, Fahim C
Effect of disability, homelessness, and neighborhood marginalization on risk adjustment for hospital performance measurement.
Roberts SB, Colacci M, Shi J, Brown HK, Ashraf M, Stukel T, Razak F, Verma AA
Predicting the occurrence of DKA following sodium glucose co-transporter-2 inhibitors: An international cohort study.
Fralick M, Højbjerg Lassen MC, Rangrej J, Asgari S, Rais S, Hillmer MP, Fritz JL, Zorcic K, Perkins BA, Colacci M, Biering-Sørensen T, Mamdani M, Campbell KR
Response to letter to the editor by Lai-Ming Kathleen Pak et al on: Identifying predictors of SGLT2 inhibitor and GLP1R agonist use in hospital among adults with diabetes.
Colacci M, Raudanskis A, Fralick M
Identifying predictors of sodium-glucose cotransporter 2 inhibitor and glucagon-like peptide 1 receptor agonist use in hospital among adults with diabetes.
Raudanskis A, Sarma S, Biering-Sørensen T, Zorcic K, Razak F, Verma A, Jensen MT, Perkins BA, Colacci M, Fralick M
Sociodemographic bias in clinical machine learning models: a scoping review of algorithmic bias instances and mechanisms.
Colacci M, Huang YQ, Postill G, Zhelnov P, Fennelly O, Verma A, Straus S, Tricco AC
Recuperative Environment for Safer Transitions after hospitalization for people experiencing HOMElessness (REST-HOME) Trial
Principal investigators: Hwang, Stephen W; Colacci, Michael
Keywords: Health Care Access; Health Care Utilization; Health Outcomes; Health Status; People Experiencing Homelessness (Peh); Randomized Controlled Trial; Recuperative Care; Social-Economic Determinants Of Health
Using an Artificial Intelligence Quality Indicator to optimize and evaluate delirium prevention efforts in hospitals
Principal investigators: Verma, Amol; Chignell, Mark H; Cohen, Eldan; Dolatabadi, Elham; Gopalkrishnan, Rahul; Liu, Barbara; McIlraith, Sheila; Razak, Fahad; Sheehan, Kathleen; Siddiqi, Arjumand; Thorpe, Kevin E; Trbovich, Patricia; Wong, Brian M; Wong, Camilla L
Keywords: Artificial Intelligence; Delirium; Implementation Science; Machine Learning; Patient Safety; Quality Improvement; Quality Indicators; Senior Friendly Hospital Care
Developing an Artificial Intelligence and Implementation Science Toolkit to Prevent Delirium in Hospitals
Principal investigators: Verma, Amol; Cohen, Eldan; Fahim, Christine; Liu, Barbara; McIlraith, Sheila; Razak, Fahad; Sheehan, Kathleen; Tang, Terence
Keywords: Artificial Intelligence; Delirium; Early Warning System; Implementation Science; Machine Learning; Patient Safety; Prediction; Quality Improvement; Senior Friendly Hospital Care
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Fahad Razak and Fahad Razak: 128 shared papers
- Tara Gomes and Muhammad Mamdani: 34 shared papers
- Amol Verma and Amol Verma: 31 shared papers
- Fahad Razak and Amol Verma: 24 shared papers
- Fahad Razak and Amol Verma: 24 shared papers
- Amol Verma and Fahad Razak: 24 shared papers
- Fahad Razak and Amol Verma: 24 shared papers
- Fahad Razak and Lauren Lapointe-Shaw: 22 shared papers
- Fahad Razak and Michael Fralick: 22 shared papers
- Lauren Lapointe-Shaw and Fahad Razak: 22 shared papers
- Fahad Razak and Michael Fralick: 22 shared papers
- Michael Fralick and Michael Colacci: 18 shared papers
- Lauren Lapointe-Shaw and Terence Tang: 17 shared papers
- Fahad Razak and Terence Tang: 15 shared papers
- Terence Tang and Fahad Razak: 15 shared papers
- Fahad Razak and Michael Colacci: 11 shared papers
- Fahad Razak and Michael Colacci: 11 shared papers
- Tara Gomes and Michael Fralick: 6 shared papers
- Muhammad Mamdani and Michael Fralick: 6 shared papers
- Fahad Razak and Margaret Herridge: 4 shared papers
- Amol Verma and Michael Colacci: 4 shared papers
- Margaret Herridge and Fahad Razak: 4 shared papers
- Amol Verma and Michael Colacci: 4 shared papers
- Laveena Munshi and Michael Fralick: 4 shared papers
- Tara Gomes and Jonathan Zipursky: 3 shared papers
- Fahad Razak and Laveena Munshi: 3 shared papers
- Fahad Razak and Travis Carpenter: 3 shared papers
- Margaret Herridge and Laveena Munshi: 3 shared papers
- Nathan Stall and Kieran Quinn: 3 shared papers
- Fahad Razak and Travis Carpenter: 3 shared papers
- Jonathan Zipursky and Michael Colacci: 3 shared papers
- Arjumand Siddiqi and Muhammad Mamdani: 2 shared papers
- Amol Verma and Kieran Quinn: 2 shared papers
- Lauren Lapointe-Shaw and Nathan Stall: 2 shared papers
- Lauren Lapointe-Shaw and Jonathan Zipursky: 2 shared papers
- Lauren Lapointe-Shaw and Michael Colacci: 2 shared papers
- Lauren Lapointe-Shaw and Allan Detsky: 2 shared papers
- Nathan Stall and Allan Detsky: 2 shared papers
- Muhammad Mamdani and Michael Colacci: 2 shared papers
- Kieran Quinn and Amol Verma: 2 shared papers
- Laveena Munshi and Travis Carpenter: 2 shared papers
- Laveena Munshi and Michael Colacci: 2 shared papers
- Michael Fralick and Ayodele Odutayo: 2 shared papers
- Jonathan Zipursky and Allan Detsky: 2 shared papers
- Ayodele Odutayo and Michael Colacci: 2 shared papers
- Travis Carpenter and Michael Colacci: 2 shared papers
- Michael Colacci and Allan Detsky: 2 shared papers
- Arjumand Siddiqi and Michael Colacci: 1 shared paper
- Therese Stukel and Fahad Razak: 1 shared paper
- Therese Stukel and Fahad Razak: 1 shared paper
- Therese Stukel and Michael Colacci: 1 shared paper
- Bruce Perkins and Lauren Lapointe-Shaw: 1 shared paper
- Bruce Perkins and Terence Tang: 1 shared paper
- Bruce Perkins and Nathan Stall: 1 shared paper
- Bruce Perkins and Michael Colacci: 1 shared paper
- Tara Gomes and Christine Fahim: 1 shared paper
- Tara Gomes and Michael Colacci: 1 shared paper
- Lana Castellucci and Fahad Razak: 1 shared paper
- Lana Castellucci and Amol Verma: 1 shared paper
- Lana Castellucci and Margaret Herridge: 1 shared paper
- Lana Castellucci and Moira Kapral: 1 shared paper
- Lana Castellucci and Michael Colacci: 1 shared paper
- Irfan Dhalla and Fahad Razak: 1 shared paper
- Irfan Dhalla and Muhammad Mamdani: 1 shared paper
- Irfan Dhalla and Fahad Razak: 1 shared paper
- Irfan Dhalla and Michael Colacci: 1 shared paper
- Fahad Razak and Moira Kapral: 1 shared paper
- Amol Verma and Moira Kapral: 1 shared paper
- Margaret Herridge and Michael Colacci: 1 shared paper
- Terence Tang and Michael Colacci: 1 shared paper
- Moira Kapral and Michael Colacci: 1 shared paper
- Nathan Stall and Michael Colacci: 1 shared paper
- Christine Fahim and Michael Fralick: 1 shared paper
- Christine Fahim and Michael Colacci: 1 shared paper
- Kieran Quinn and Michael Colacci: 1 shared paper
- Department of Medicine
- General Internal Medicine
- Health Policy and Management
- Institute of Health Policy, Management, and Evaluation
- Medicine/Nephrology
- Critical Care Medicine
- Medicine
- Other
Co-authors at University of Toronto, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Michael Fralick
Faculty
18 shared papers, latest 2025
Fahad Razak
General Internal Medicine
11 shared papers, latest 2026
Fahad Razak
Health Policy and Management
11 shared papers, latest 2026
Amol Verma
Health Policy and Management
4 shared papers, latest 2025
Amol Verma
General Internal Medicine
4 shared papers, latest 2025
Jonathan Zipursky
Faculty
3 shared papers, latest 2023
Allan Detsky
Institute of Health Policy, Management, and Evaluation
2 shared papers, latest 2023
Lauren Lapointe-Shaw
Medicine
2 shared papers, latest 2023
Laveena Munshi
Critical Care Medicine
2 shared papers, latest 2023
Muhammad Mamdani
Department of Laboratory Medicine and Pathobiology
2 shared papers, latest 2025
Ayodele Odutayo
Medicine/Nephrology
2 shared papers, latest 2022
Travis Carpenter
Faculty
2 shared papers, latest 2023
Kieran Quinn
Department of Medicine
1 shared papers, latest 2023
Moira Kapral
Department of Medicine
1 shared papers, latest 2023
Therese Stukel
Institute of Health Policy, Management, and Evaluation
1 shared papers, latest 2025
Bruce Perkins
Medicine/Nephrology
1 shared papers, latest 2022
Tara Gomes
Psychosocial Oncology and Palliative Care
1 shared papers, latest 2021
Lana Castellucci
Department of Medicine
1 shared papers, latest 2023
Irfan Dhalla
Pediatrics
1 shared papers, latest 2022
Margaret Herridge
Critical Care Medicine
1 shared papers, latest 2023
Terence Tang
Lunenfeld-Tanenbaum Research Institute
1 shared papers, latest 2022
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