-
Loading metrics
Open Access
Peer-reviewed
Research Article
Using machine learning for detection of Parkinson’s disease and mild cognitive impairment
-
Anthaea-Grace Patricia Dennis ,
Roles Conceptualization, Investigation, Software, Writing – original draft, Writing – review & editing
* E-mail: agp.dennis@mail.utoronto.ca (AGPD); antonio.strafella@utoronto.ca (APS)
Affiliations Krembil Brain Institute, University Health Network, University of Toronto, Ontario, Canada, Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Ontario, Canada
⨯ -
Sarah L. Martin,
Roles Writing – review & editing
Affiliations Brain Health Imaging Centre, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, University of Toronto, Ontario, Canada, Translational and Computational Neuroscience Unit, Faculty of Health and Education, Manchester Metropolitan University, Manchester, United Kingdom
⨯ -
Robert Chen,
Roles Conceptualization, Writing – review & editing
Affiliations Krembil Brain Institute, University Health Network, University of Toronto, Ontario, Canada, Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Ontario, Canada, Edmond J. Safra Parkinson Disease Program & Morton and Gloria Shulman Movement Disorder Unit, Neurology Division, Dept. of Medicine, Toronto Western Hospital, University Health Network, University of Toronto, Ontario, Canada
⨯ -
Philip Gerretsen,
Roles Writing – review & editing
Affiliations Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Ontario, Canada, Brain Health Imaging Centre, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, University of Toronto, Ontario, Canada, Department of Psychiatry, University of Toronto, Ontario, Canada
⨯ -
Antonio P. Strafella
Roles Conceptualization, Supervision, Writing – review & editing
* E-mail: agp.dennis@mail.utoronto.ca (AGPD); antonio.strafella@utoronto.ca (APS)
Affiliations Krembil Brain Institute, University Health Network, University of Toronto, Ontario, Canada, Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Ontario, Canada, Brain Health Imaging Centre, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, University of Toronto, Ontario, Canada, Edmond J. Safra Parkinson Disease Program & Morton and Gloria Shulman Movement Disorder Unit, Neurology Division, Dept. of Medicine, Toronto Western Hospital, University Health Network, University of Toronto, Ontario, Canada
⨯
Using machine learning for detection of Parkinson’s disease and mild cognitive impairment
- Anthaea-Grace Patricia Dennis,
- Sarah L. Martin,
- Robert Chen,
- Philip Gerretsen,
- Antonio P. Strafella
- Published: November 19, 2025
- https://doi.org/10.1371/journal.pone.0335541