Comparing AI/ML approaches and classical regression for predictive modeling using large population health databases: Applications to COVID-19 case prediction
Bjerre LM, Peixoto C, Alkurd R, Talarico R, Abielmona R. Glob Epidemiol. 2024; 8:100168.
Publications
Neurological events following COVID-19 vaccination: does ethnicity matter?
Vyas MV, Chen R, Campitelli MA, Odugbemi T, Sharpe I, Chu JY. Can J Neurol Sci. Epub 2024 Oct 3.
SARS-CoV-2, Tdap, and influenza vaccination during pregnancy from 2019 to 2022 in Ontario, Canada: a population-based retrospective cohort study
Greyson D, Correia R, Howard M, Darling EK, Kirkwood D, Davis A, Mniszak C, Jones A, Molinaro M, Vanstone M. CMAJ. 2024;
What happened to the patients? Care trajectories for persons with a delayed hospital discharge during wave 1 of COVID-19 in Ontario, Canada; a population-based retrospective cohort study
Guilcher SJT, Bai YQ, Wodchis WP, Bronskill SE, Rashidian L, Kuluski K. PLoS One. 2024; 19(9):e0309155.
Silent voices of immigrants and refugees battling with mental health and addiction during COVID-19: a follow- up population-based cohort retrospective study in Ontario, Canada
Vahabi M, Matai L, Lofters A, Rayner J, Damba C, Janczur A, Kopp A, Fung K, Narushima M, Hawa R Datta G, Tharao W, Wong JP. J Environ Sci Public Health. 2024; 8:150-167.
Effectiveness of modified vaccinia Ankara-Bavarian Nordic vaccine against mpox infection: emulation of a target trial
Navarro C, Lau C, Buchan SA, Burchell AN, Nasreen S, Friedman L, Okpokoro E, Austin PC, Tan DHS, Gubbay JB, Kwong JC, Mishra S. BMJ. 2024; 386:e078243. Epub 2024 Sep 11.
COVID-19 vaccine uptake among people with spinal cord injury and dysfunction in Ontario, Canada: a population-based retrospective cohort study
Mei A, Senthinathan A, Hussain S, Tadrous M, Noonan VK, Jaglal SB, Moineddin R, Craven BC, McKay S, Cadel L, Shepherd J, Tu K, Guilcher SJT. Healthcare (Basel). 2024; 12(17):1799.
Longer-term impacts of the COVID-19 pandemic on obstructive sleep apnoea (OSA)-related healthcare: a province-based study
Kendzerska T, Povitz M, Gershon AS, Ryan CM, Talarico R, Saymeh M, Robillard R, Ayas NT, Pendharkar SR. BMJ Open Respir Res. 2024; 11(1):e002476.
Mental health service use among mothers and other birthing parents during the COVID-19 pandemic in Ontario, Canada
Webber C, Dover K, Tanuseputro P, Vigod SN, Moineddin R, Clarke A, Isenberg S, Fiedorowicz JG, Jin Y, Gandhi J, Simpson AN, Barker LC, Kendall CE, Myran D. J Affect Disord. 2024; 367:913-922. Epub 2024 Aug 25.
Length of postpartum hospital stays during COVID-19: findings from a convergent parallel mixed-methods study
Correia RH, Greyson D, Carruthers A, Kuyvenhoven C, Kirkwood D, Jones A, Howard M, Darling E, Davis A, McDonald SD, Mniszak C, Kandasamy S, Vanstone M. J Obstet Gynaecol Can. 2024; 46(10):102637.