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Michael Escobar

university of toronto

40H-index
131Paper Count
9.1KCitation Count
Published Papers 39
Publication Date
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A two-step approach to simultaneously correct for selection and misclassification bias in nonprobability samples from hard-to-reach populations
errAMERICAN JOURNAL OF EPIDEMIOLOGY
IF4.8
err2025-07-01
err1
PREAI
errDharma, Christoffer; Smith, Peter; Salway, Travis; Gesink, Dionne; Escobar, Michael; Landsman, Victoria
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errSave
Pediatric Traumatic Brain Injury and Social Determinants of Health
errJAMA PEDIATRICS
IF18
err2025-05-01
err0
PREAI
errChan, Vincy; Wirianto, Clarissa Serafine; Balogh, Robert; Haarbauer-Krupa, Juliet; Escobar, Michael David
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Cohort profile: a population-based birth cohort of traumatic brain injury in Ontario, Canada
errEUROPEAN JOURNAL OF EPIDEMIOLOGY
IF5.9
err2024-09-23
err0
PREAI
errChan, Vincy; Wirianto, Clarissa; Balogh, Robert; Escobar, Michael D.
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errSave
Improving prevalence estimates of mental health and well-being indicators among sexual minority men: a propensity-weighting approach
errAMERICAN JOURNAL OF EPIDEMIOLOGY
IF4.8
err2024-06-06
err0
errOAAI
errDharma, Christoffer; Smith, Peter M.; Escobar, Michael; Salway, Travis; Landsman, Victoria; Klassen, Ben; Lachowsky, Nathan J.; Gesink, Dionne
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errSave
Sex-specific dementia risk for adult patients with traumatic brain injury and sleep disorder: A large scale retrospective cohort study
errJOURNAL OF THE NEUROLOGICAL SCIENCES
IF3.2
err2023-12-01
err0
PREAI
errMollayeva, Tatyana; Tran, Andrew; Hurst, Mackenzie; Escobar, Michael; Colantonio, Angela
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errSave
The impact of a comorbid spinal cord injury on cognitive gain of male and female patients with traumatic brain injury undergoing rehabilitation
errJOURNAL OF THE NEUROLOGICAL SCIENCES
IF3.2
err2023-12-01
err0
PREAI
errMollayeva, Tatyana; Sutton, Mitchel; Escobar, Michael; Hurst, Mackenzie; Colantonio, Angela
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errSave
Health status preceding traumatic brain injury and excess mortality: A retrospective cohort study of male and female patients in Ontario, Canada 2002-2016
errJOURNAL OF THE NEUROLOGICAL SCIENCES
IF3.2
err2023-12-01
err0
PREAI
errMollayeva, Tatyana; Hurst, Mackenzie; Chan, Vincy; Sutton, Mitchel; Colantonio, Angela; Escobar, Michael
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errSave
Gender versus sex in predicting outcomes of traumatic brain injury: a cohort study utilizing large administrative databases
errSCIENTIFIC REPORTS
IF3.9
err2023-10-27
err3
errOAAI
errTeterina, Anastasia; Zulbayar, Suvd; Mollayeva, Tatyana; Chan, Vincy; Colantonio, Angela; Escobar, Michael
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Quality indices for topic model selection and evaluation: a literature review and case study
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2023-07-22
err1
errOAAI
errMeaney, Christopher; Stukel, Therese A.; Austin, Peter C.; Moineddin, Rahim; Greiver, Michelle; Escobar, Michael
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errSave
The effect of sleep disorders on dementia risk in patients with traumatic brain injury: A large-scale cohort study
errALZHEIMER'S & DEMENTIA: DIAGNOSIS, ASSESSMENT & DISEASE MONITORING
IF4.4
err2023-05-24
err1
errOAAI
errMollayeva, Tatyana; Tran, Andrew; Hurst, Mackenzie; Escobar, Michael; Colantonio, Angela
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errSave
Estimation of marginal structural models under irregular visits and unmeasured confounder: calibrated inverse probability weights
errBMC MEDICAL RESEARCH METHODOLOGY
IF3.4
err2023-01-07
err4
errOAAI
errKalia, Sumeet; Saarela, Olli; Escobar, Michael; Moineddin, Rahim; Greiver, Michelle
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errSave
Comparison of Methods for Estimating Temporal Topic Models From Primary Care Clinical Text Data: Retrospective Closed Cohort Study
errJMIR MEDICAL INFORMATICS
IF3.8
err2022-12-19
err11
errOAAI
errMeaney, Christopher; Escobar, Michael; Stukel, Therese A.; Austin, Peter C.; Jaakkimainen, Liisa
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errSave
Marginal Structural Models Using Calibrated Weights With SuperLearner: Application to Type II Diabetes Cohort
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2022-08-01
err1
errOAAI
errKalia, Sumeet; Saarela, Olli; Chen, Tao; O'Neill, Braden; Meaney, Christopher; Gronsbell, Jessica; Sejdic, Ervin; Escobar, Michael; Aliarzadeh, Babak; Moineddin, Rahim; Pow, Conrad; Sullivan, Frank; Greiver, Michelle
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Decoding health status transitions of over 200 000 patients with traumatic brain injury from preceding injury to the injury event
errSCIENTIFIC REPORTS
IF3.9
err2022-04-04
err2
errOAAI
errMollayeva, Tatyana; Tran, Andrew; Chan, Vincy; Colantonio, Angela; Sutton, Mitchell; Escobar, Michael D.
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errSave
Non-negative matrix factorization temporal topic models and clinical text data identify COVID-19 pandemic effects on primary healthcare and community health in Toronto, Canada
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2022-04-01
err12
errOAAI
errMeaney, Christopher; Escobar, Michael; Moineddin, Rahim; Stukel, Therese A.; Kalia, Sumeet; Aliarzadeh, Babak; Chen, Tao; O'Neill, Braden; Greiver, Michelle
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errSave
Sex-specific analysis of traumatic brain injury events: applying computational and data visualization techniques to inform prevention and management
errBMC MEDICAL RESEARCH METHODOLOGY
IF3.4
err2022-01-30
err6
errOAAI
errMollayeva, Tatyana; Tran, Andrew; Chan, Vincy; Colantonio, Angela; Escobar, Michael D.
errShare
errSave
Comorbidity in traumatic brain injury and functional outcomes: a systematic review
errEUROPEAN JOURNAL OF PHYSICAL AND REHABILITATION MEDICINE
IF3.4
err2021-09-01
err12
errOAAI
errHanafy, Sara; Xiong, Chen; Chan, Vincy; Sutton, Mitchell; Escobar, Michael; Colantonio, Angela; Mollayeva, Tatyana
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errSave
Pre-injury health status and excess mortality in persons with traumatic brain injury: A decade-long historical cohort study
errPREVENTIVE MEDICINE
IF3.2
err2020-10-01
err6
errOAAI
errMollayeva, Tatyana; Hurst, Mackenzie; Chan, Vincy; Escobar, Michael; Sutton, Mitchell; Colantonio, Angela
errShare
errSave
Data Mining to Understand How Health Status Preceding Traumatic Brain Injury Affects Functional Outcome: A Population-Based Sex-Stratified Study
errARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION
IF3.7
err2020-09-01
err14
errOAAI
errChan, Vincy; Sutton, Mitchell; Mollayeva, Tatyana; Escobar, Michael D.; Hurst, Mackenzie; Colantonio, Angela
errShare
errSave
Estimating total species using a weighted combination of expected mixture distribution component counts
errENVIRONMENTAL AND ECOLOGICAL STATISTICS
IF1.8
err2020-06-27
err2
PREAI
errShestopaloff, Konstantin; Xu, Wei; Escobar, Michael D.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
P
Peter C. Austin
H-index: 140 · Papers: 1.3K
T
Tirone E. David
H-index: 93 · Papers: 545
M
Malcolm R. Sears
H-index: 93 · Papers: 478
J
Jeffrey R. Brook
H-index: 88 · Papers: 457
D
David S. Guttman
H-index: 82 · Papers: 350
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