Classification of T lymphocyte motility behaviors using a machine learning approach

Yves Carpentier Solorio; Florent Lemaître; Bassam Jabbour; Olivier Tastet; Nathalie Arbour; Elie Bou Assi

doi:10.1371/journal.pcbi.1011449

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Open Access

Peer-reviewed

Research Article

Classification of T lymphocyte motility behaviors using a machine learning approach

Yves Carpentier Solorio ,

Contributed equally to this work with: Yves Carpentier Solorio, Florent Lemaître

Roles Conceptualization, Data curation, Formal analysis, Methodology, Writing – original draft, Writing – review & editing

Current address: Institute of Clinical Neuroimmunology, University Hospital, Ludwig-Maximilians Universität München, Munich, Germany, and Biomedical Center (BMC), Faculty of Medicine, Ludwig-Maximilians Universität München, Planegg Martinsried, Germany

Affiliations Centre de Recherche du CHUM (CRCHUM), Montréal, Québec, Canada, Department of Neuroscience, Université de Montréal, Montréal, Québec, Canada
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Florent Lemaître ,

Contributed equally to this work with: Yves Carpentier Solorio, Florent Lemaître

Roles Conceptualization, Data curation, Formal analysis, Methodology, Writing – original draft, Writing – review & editing

Current address: Department of Cell Biology, University of Geneva Sciences III, Geneva, Switzerland

Affiliations Centre de Recherche du CHUM (CRCHUM), Montréal, Québec, Canada, Department of Neuroscience, Université de Montréal, Montréal, Québec, Canada
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Bassam Jabbour,

Roles Conceptualization, Formal analysis, Methodology, Software, Writing – review & editing

Affiliation Centre de Recherche du CHUM (CRCHUM), Montréal, Québec, Canada
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Olivier Tastet,

Roles Conceptualization, Formal analysis, Software, Visualization, Writing – review & editing

Affiliation Centre de Recherche du CHUM (CRCHUM), Montréal, Québec, Canada
⨯
Nathalie Arbour,

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Supervision, Validation, Writing – review & editing

Affiliations Centre de Recherche du CHUM (CRCHUM), Montréal, Québec, Canada, Department of Neuroscience, Université de Montréal, Montréal, Québec, Canada
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Elie Bou Assi

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation, Writing – review & editing

* E-mail: elie.bou.assi.chum@ssss.gouv.qc.ca

Affiliations Centre de Recherche du CHUM (CRCHUM), Montréal, Québec, Canada, Department of Neuroscience, Université de Montréal, Montréal, Québec, Canada

https://orcid.org/0000-0001-8248-2565

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Classification of T lymphocyte motility behaviors using a machine learning approach

Yves Carpentier Solorio,
Florent Lemaître,
Bassam Jabbour,
Olivier Tastet,
Nathalie Arbour,
Elie Bou Assi

Published: September 11, 2023
https://doi.org/10.1371/journal.pcbi.1011449

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Lymphocytes
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Neurons
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Cytotoxic T cells
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Behavior
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Astrocytes
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Synapses
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Machine learning
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Vision
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