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Peer-reviewedLicence not statedCanadian Journal of Psychiatry. Revue Canadienne de Psychiatrie

Machine Learning in the Differential Diagnosis of Bipolar and Borderline Personality Disorders: A Scoping Review

  • Aroldo Dargél1,2,3,4,5
  • Tanya Tanya2,3
  • Asma Alhadhrami2,6
  • Sara Mahdiabadi2,7
  • Risa Shorr2,3
  • Caitlin Morris2,8
  • Kathleen Pajer1,5
  • Marion Imbault2,9
9 affiliations
  1. 1Department of Psychiatry, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
  2. 2Precision Psychiatry and Artificial Intelligence for Early Intervention and System Innovation in Affective Disorders (PRECISAI) Lab, Department of Psychiatry, University of Ottawa, Ottawa, ON, Canada
  3. 3Department of Mental Health, The Ottawa Hospital, Ottawa, ON, Canada
  4. 4Neuroscience Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
  5. 5Department of Psychiatry, CHEO and CHEO Research Institute, Ottawa, ON, Canada
  6. 6Faculty of Medicine, Khalifa University, Abu Dhabi, United Arab Emirates
  7. 7Clinical Science and Translational Medicine Program, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
  8. 8Department of Life Sciences, Queen's University, Kingston, ON, Canada
  9. 9Bicêtre Hospital, Mood Center Paris-Saclay, DMU Neurosciences, Université Paris-Saclay, Assistance Publique-Hôpitaux de Paris (AP-HP), Le Kremlin-Bicêtre, Paris, France
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Cite

BibTeXRIS
BibTeX
@article{dargel2026machine,
  title = {{Machine Learning in the Differential Diagnosis of Bipolar and Borderline Personality Disorders: A Scoping Review}},
  author = {Aroldo Dargél and Tanya Tanya and Asma Alhadhrami and Sara Mahdiabadi and Risa Shorr and Caitlin Morris and Kathleen Pajer and Marion Imbault},
  journal = {Canadian Journal of Psychiatry. Revue Canadienne de Psychiatrie},
  year = {2026},
  month = oct,
  doi = {10.1177/07067437261500228},
  url = {https://doi.org/10.1177/07067437261500228},
}
RIS
TY  - JOUR
TI  - Machine Learning in the Differential Diagnosis of Bipolar and Borderline Personality Disorders: A Scoping Review
AU  - Aroldo Dargél
AU  - Tanya Tanya
AU  - Asma Alhadhrami
AU  - Sara Mahdiabadi
AU  - Risa Shorr
AU  - Caitlin Morris
AU  - Kathleen Pajer
AU  - Marion Imbault
PY  - 2026
DA  - 2026/10/29
JO  - Canadian Journal of Psychiatry. Revue Canadienne de Psychiatrie
DO  - 10.1177/07067437261500228
UR  - https://doi.org/10.1177/07067437261500228
SN  - 0706-7437
SN  - 1497-0015
ER  -