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Research
Latest papers
Co-created data governance frameworks for youth mental healthcare: Values, principles, and implementation-A scoping review.
Digital health · 2025
Stimulation mapping and whole-brain modeling reveal gradients of excitability and recurrence in cortical networks.
Nature communications · 2025
Co-Designing an Electronic Health Record Derived Digital Dashboard to Support Fair-AI Applications in Mental Health.
Studies in health technology and informatics · 2025
Latest funding
- $9,471,694
Laying the foundation for an IYS Learning Health System: Building a youth and equity focused federated IYS data platform
CIHR · 2024 · Principal investigator
- $1,723,989
Advancing YWHO's Learning Health System for Scalable Data Sharing via Federated Data Ecosystem
CIHR · 2024 · Co-investigator
- $810,900
Discovery and neuroimaging-based characterization of peripheral blood biomarkers for psychosis spectrum symptom trajectories in mental health treatment-seeking youth
CIHR · 2023 · Co-investigator
19 publications.
Co-created data governance frameworks for youth mental healthcare: Values, principles, and implementation-A scoping review.
Rodriguez Duque S, Tal E, Beggs T, Gore G, Hanna M, Beedle N, Dimitropoulos G, Felsky D, Iyer SN, Kozloff N, Rotenberg D, Varadi AL, Insight Platform Data Governance Working Group, Hill S, Henderson J, Barbic S
Stimulation mapping and whole-brain modeling reveal gradients of excitability and recurrence in cortical networks.
Momi D, Wang Z, Parmigiani S, Mikulan E, Bastiaens SP, Oveisi MP, Kadak K, Gaglioti G, Waters AC, Hill S, Pigorini A, Keller CJ, Griffiths JD
Co-Designing an Electronic Health Record Derived Digital Dashboard to Support Fair-AI Applications in Mental Health.
Szkudlarek P, Kassam I, Kloiber S, Maslej M, Hill S, Sikstrom L
Neuroimaging and Biosample Collection in the Toronto Adolescent and Youth Cohort Study: Rationale, Methods, and Early Data
Dickie EW, Ameis SH, Boileau I, Diaconescu AO, Felsky D, Goldstein BI, Gonçalves V, Griffiths JD, Haltigan JD, Husain MO
Author Correction: BigNeuron: a resource to benchmark and predict performance of algorithms for automated tracing of neurons in light microscopy datasets.
Manubens-Gil L, Zhou Z, Chen H, Ramanathan A, Liu X, Liu Y, Bria A, Gillette T, Ruan Z, Yang J, Radojević M, Zhao T, Cheng L, Qu L, Liu S, Bouchard KE, Gu L, Cai W, Ji S, Roysam B, Wang CW, Yu H, Sironi A, Iascone DM, Zhou J, Bas E, Conde-Sousa E, Aguiar P, Li X, Li Y, Nanda S, Wang Y, Muresan L, Fua P, Ye B, He HY, Staiger JF, Peter M, Cox DN, Simonneau M, Oberlaender M, Jefferis G, Ito K, Gonzalez-Bellido P, Kim J, Rubel E, Cline HT, Zeng H, Nern A, Chiang AS, Yao J, Roskams J, Livesey R, Stevens J, Liu T, Dang C, Guo Y, Zhong N, Tourassi G, Hill S, Hawrylycz M, Koch C, Meijering E, Ascoli GA, Peng H
Comparing the stability and reproducibility of brain-behavior relationships found using canonical correlation analysis and partial least squares within the ABCD sample.
Nakua H, Yu JC, Abdi H, Hawco C, Voineskos A, Hill S, Lai MC, Wheeler AL, McIntosh AR, Ameis SH
Systematic comparisons of different quality control approaches applied to three large pediatric neuroimaging datasets
Nakua H, Hawco C, Forde NJ, Joseph M, Grillet M, Johnson D, Jacobs GR, Hill S, Voineskos AN, Wheeler AL
Technology-Enabled Collaborative Care for Concurrent Diabetes and Distress Management During the COVID-19 Pandemic: Protocol for a Mixed Methods Feasibility Study
Vojtila L, Sherifali D, Dragonetti R, Ashfaq I, Veldhuizen S, Naeem F, Agarwal SM, Melamed OC, Crawford A, Gerretsen P
The Canadian Open Neuroscience Platform-An open science framework for the neuroscience community.
Harding RJ, Bermudez P, Bernier A, Beauvais M, Bellec P, Hill S, Karakuzu A, Knoppers BM, Pavlidis P, Poline JB, Roskams J, Stikov N, Stone J, Strother S, CONP Consortium, Evans AC
A holistic approach to integrating patient, family, and lived experience voices in the development of the BrainHealth Databank: a digital learning health system to enable artificial intelligence in the clinic.
Yu J, Shen N, Conway S, Hiebert M, Lai-Zhao B, McCann M, Mehta RR, Miranda M, Putterman C, Santisteban JA, Thomson N, Young C, Chiuccariello L, Hunter K, Hill S
Laying the foundation for an IYS Learning Health System: Building a youth and equity focused federated IYS data platform
Principal investigators: Henderson, Jo; Barnes, Kristen; Horodecki, Laura; Piercey, Matt; Barbic, Skye P; Butler, Stephen M; Chiodo, Debbie G; deJong, Kathy; Dimitropoulos, Gina; Healey Akearok, Gwen K; Hill, Sean; Hutt-MacLeod, Daphne; Iyer, Srividya N; Langton, Julia; Leach, Michelle; MacLachlan, Janna L; Mathias, Steve M; Mushquash, Christopher J; Plourde, Vickie; Sveinson, Pam; Woodgate, Roberta L
Keywords: Data Science; Integrated Youth Services; Large Scale Data Integration; Learning Health System; Youth Mental Health And Substance Use
Advancing YWHO's Learning Health System for Scalable Data Sharing via Federated Data Ecosystem
Principal investigators: Henderson, Jo; Cadeau, Terra; Chiodo, Debbie G; Darnay, Karleigh; Glatard, Tristan; Haynes, Kevin; Quinlan-Davidson, Meaghen
Keywords: Data Quality; Data Systems And Processes; Equity; Federated Data Platform; Integrated Youth Services; Learning Health System; Youth And Community End-User Data Priorities; Youth And Family Engagement; Youth Mental Health And Substance Use
Discovery and neuroimaging-based characterization of peripheral blood biomarkers for psychosis spectrum symptom trajectories in mental health treatment-seeking youth
Principal investigators: Felsky, Daniel
Keywords: Blood Biomarkers; Neuroimmune Mechanisms; Psychosis Spectrum Symptoms; Strutural Brain Imaging; Youth Mental Health
Strengthening Youth Wellness Hubs Ontario's Learning Health System through Enhancing Measurement Based Care, Data Integration and Equity-focused Practices
Principal investigators: Henderson, Jo; Woodward, Graham L; Chiodo, Debbie G; Jackson-Best, Fatimah; Linklater, Renee; Mckenzie, Kwame J; Quinlan-Davidson, Meaghen
Keywords: Integrated Youth Services; Learning Health System; Patient-Oriented Approach; Youth And Family Engagement
Strengthening YWHO's Integrated Service Delivery and Measurement Based Care models: Building standards for a youth-focused learning health system
Principal investigators: Henderson, Jo; Woodward, Graham L; Barbic, Skye P; Chiodo, Debbie G; Jackson-Best, Fatimah; Linklater, Renee
Keywords: Engagement; Equity; Integrated Youth Services; Standards
Addressing the Wider Impacts of the COVID-19 Pandemic on Mental Health and Substance Use in Canada
Principal investigators: Chaiton, Michael O; Hamilton, Hayley A; Shield, Kevin D
Keywords: Cost-Effectiveness; Covid-19; Digital Interventions; Intersectionality; Mental Health; Population-Based; Substance Use
A Machine Learning Approach to Identify Drivers of E-cigarette Dependence
Principal investigators: Chaiton, Michael O; Selby, Peter L
Keywords: Cessation; Cohort; Dependence; Initiation; Machine Learning; Pooled Analyses; Vaping; Young Adult; Youth
Identifying patient-specific behaviors to understand illness trajectories and to predict relapses in bipolar disorder using passive sensing and pattern recognition
Principal investigators: Ortiz, Abigail
Keywords: Biomarkers; Bipolar Disorder; Mood Disorder; Nonlinear Techniques
Evaluating embedding-based representations of multidimensional clinical datasets: Examining their utility for detecting suicidal ideation in patients with Major Depression
Principal investigators: Maslej, Marta
Keywords: Depression; Electronic Health Records; Representation Learning; Suicidal Ideation
Predicting treatment response with machine learning from clinical notes: Informing clinical decisions and improving the representation of clients with depression at the Centre for Addiction and Mental Health
Principal investigators: Maslej, Marta
Keywords: Classifier Bias; Clinical Decision-Making; Depression; Electronic Health Records; Language Representation Models; Machine Learning; Natural Language Processing; Standardized Care Pathway; Topic Modelling; Treatment Response
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
- Ariel Graff-Guerrero and Philip Gerretsen: 128 shared papers
- Peter Szatmari and Meng-Chuan Lai: 35 shared papers
- George Foussias and Nicole Kozloff: 25 shared papers
- George Foussias and Wei Wang: 17 shared papers
- Ariel Graff-Guerrero and Margaret Hahn: 16 shared papers
- Nicole Kozloff and Wei Wang: 16 shared papers
- George Foussias and Colin Hawco: 14 shared papers
- Nicole Kozloff and Alexia Polillo: 14 shared papers
- Peter Szatmari and Wei Wang: 12 shared papers
- George Foussias and Alexia Polillo: 12 shared papers
- Margaret Hahn and Philip Gerretsen: 12 shared papers
- Meng-Chuan Lai and Colin Hawco: 11 shared papers
- Alexia Polillo and Wei Wang: 10 shared papers
- Peter Szatmari and Nicole Kozloff: 9 shared papers
- Aristotle Voineskos and George Foussias: 9 shared papers
- Aristotle Voineskos and Nicole Kozloff: 9 shared papers
- George Foussias and Meng-Chuan Lai: 9 shared papers
- Peter Selby and Margaret Hahn: 9 shared papers
- Peter Selby and Carly Whitmore: 9 shared papers
- George Foussias and Daniel Felsky: 8 shared papers
- Peter Selby and Diana Sherifali: 8 shared papers
- Peter Szatmari and Colin Hawco: 7 shared papers
- Aristotle Voineskos and Wei Wang: 7 shared papers
- George Foussias and Martin Rotenberg: 7 shared papers
- Wei Wang and Daniel Felsky: 7 shared papers
- Peter Szatmari and Daniel Felsky: 6 shared papers
- George Foussias and Ariel Graff-Guerrero: 6 shared papers
- Peter Selby and Philip Gerretsen: 6 shared papers
- Diana Sherifali and Carly Whitmore: 6 shared papers
- Nicole Kozloff and Martin Rotenberg: 6 shared papers
- Sean Kidd and George Foussias: 5 shared papers
- Peter Selby and Marta Maslej: 5 shared papers
- Stefan Kloiber and Wei Wang: 5 shared papers
- Wei Wang and Martin Rotenberg: 5 shared papers
- Sean Kidd and Wei Wang: 4 shared papers
- Ariel Graff-Guerrero and Benoit Mulsant: 4 shared papers
- Benoit Mulsant and Allison Crawford: 4 shared papers
- Benoit Mulsant and Philip Gerretsen: 4 shared papers
- Meng-Chuan Lai and Sean Hill: 4 shared papers
- Colin Hawco and Sean Hill: 4 shared papers
- Sean Kidd and Nicole Kozloff: 3 shared papers
- Peter Selby and Allison Crawford: 3 shared papers
- Peter Selby and Stefan Kloiber: 3 shared papers
- Peter Selby and Sean Hill: 3 shared papers
- Margaret Hahn and Diana Sherifali: 3 shared papers
- Nicole Kozloff and Sean Hill: 3 shared papers
- Stefan Kloiber and Sean Hill: 3 shared papers
- Wei Wang and Sean Hill: 3 shared papers
- Peter Szatmari and Sean Hill: 2 shared papers
- Sean Kidd and Sean Hill: 2 shared papers
- Aristotle Voineskos and Allison Crawford: 2 shared papers
- Aristotle Voineskos and Sean Hill: 2 shared papers
- George Foussias and Sean Hill: 2 shared papers
- Margaret Hahn and Sean Hill: 2 shared papers
- Allison Crawford and Carly Whitmore: 2 shared papers
- Philip Gerretsen and Sean Hill: 2 shared papers
- Christopher Bowie and Wei Wang: 2 shared papers
- Andreea Diaconescu and Marta Maslej: 2 shared papers
- Jean-Baptiste Poline and Sean Hill: 2 shared papers
- Daniel Felsky and Sean Hill: 2 shared papers
- Sean Hill and Marta Maslej: 2 shared papers
- Sean Hill and Martin Rotenberg: 2 shared papers
- Sean Kidd and Christopher Bowie: 1 shared paper
- Sean Kidd and Andreea Diaconescu: 1 shared paper
- George Foussias and Christopher Bowie: 1 shared paper
- George Foussias and Andreea Diaconescu: 1 shared paper
- Ariel Graff-Guerrero and Sean Hill: 1 shared paper
- Benoit Mulsant and Sean Hill: 1 shared paper
- Allison Crawford and Sean Hill: 1 shared paper
- Diana Sherifali and Sean Hill: 1 shared paper
- Colin Hawco and Jean-Baptiste Poline: 1 shared paper
- Christopher Bowie and Sean Hill: 1 shared paper
- Andreea Diaconescu and Sean Hill: 1 shared paper
- Alexia Polillo and Sean Hill: 1 shared paper
- Carly Whitmore and Sean Hill: 1 shared paper
- Department of Psychiatry
- Research Imaging Center
- Department of Family and Community Medicine
- Psychiatry
- Neurology and Neurosurgery
- Health Research Methods, Evidence, and Impact
- Clinical Public Health Division
- 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.
Meng-Chuan Lai
Faculty
4 shared papers, latest 2024
Colin Hawco
Faculty
4 shared papers, latest 2024
Peter Selby
Department of Family and Community Medicine
3 shared papers, latest 2023
Stefan Kloiber
Faculty
3 shared papers, latest 2025
Nicole Kozloff
Department of Psychiatry
3 shared papers, latest 2025
Wei Wang
Faculty
3 shared papers, latest 2024
Martin Rotenberg
Faculty
2 shared papers, latest 2024
Marta Maslej
Faculty
2 shared papers, latest 2025
Daniel Felsky
Department of Psychiatry
2 shared papers, latest 2025
Peter Szatmari
Health Research Methods, Evidence, and Impact
2 shared papers, latest 2024
Philip Gerretsen
Research Imaging Center
2 shared papers, latest 2023
Sean Kidd
Faculty
2 shared papers, latest 2023
Aristotle Voineskos
Psychiatry
2 shared papers, latest 2024
Jean-Baptiste Poline
Neurology and Neurosurgery
2 shared papers, latest 2023
Margaret Hahn
Faculty
2 shared papers, latest 2023
George Foussias
Faculty
2 shared papers, latest 2024
Erica Vieira
Faculty
1 shared papers, latest 2024
Hsiang-Yuan Lin
Faculty
1 shared papers, latest 2024
Nicholas Neufeld
Faculty
1 shared papers, latest 2023
Melissa Hiebert
Faculty
1 shared papers, latest 2023
Nicholas Mitsakakis
Biostatistics Division
1 shared papers, latest 2023
Rui Fu
Faculty
1 shared papers, latest 2023
Kristin Cleverley
Children, Youth and Families
1 shared papers, latest 2024
Allison Crawford
Clinical Public Health Division
1 shared papers, latest 2023
Russell Schachar
Neurosciences and Mental Health
1 shared papers, latest 2023
Skye Barbic
School of Population and Public Health
1 shared papers, latest 2025
Neil Vasdev
Faculty
1 shared papers, latest 2024
Isabelle Boileau
Faculty
1 shared papers, latest 2024
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