Exploring the Intersection of Schizophrenia, Machine Learning, and Genomics: Scoping Review

Several high-quality studies were identified. Yet, the application of machine learning with genomic data in the context of schizophrenia remains limited. Future research is essential to further evaluate the portability of these models and to explore their potential clinical applications.

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Publication Details

Journal
JMIR Bioinformatics and Biotechnology
Published
2024-10-16
DOI
https://doi.org/10.2196/62752
Citations
2
Primary Topic
Machine Learning in Healthcare
Type
article
Field-Weighted Citation Impact
0.69
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article

Exploring the Intersection of Schizophrenia, Machine Learning, and Genomics: Scoping Review

Mélissa Beaudoin, Kingsada Phraxayavong, Alexandre Dumais, Stéphane Potvin et al.
2 citations
JMIR Bioinformatics and Biotechnology
Machine Learning in Healthcare
0.69
article

Exploring the Intersection of Schizophrenia, Machine Learning, and Genomics: Scoping Review

Mélissa Beaudoin, Kingsada Phraxayavong, Alexandre Dumais, Stéphane Potvin, Alexandre Hudon
article en
2 citations

Abstract

Several high-quality studies were identified. Yet, the application of machine learning with genomic data in the context of schizophrenia remains limited. Future research is essential to further evaluate the portability of these models and to explore their potential clinical applications.

JMIR Bioinformatics and BiotechnologyVol. 5
Institut national de psychiatrie légale Philippe-Pinel (CA), Institut Universitaire en Santé Mentale de Québec (CA), Institut universitaire en santé mentale de Montréal (CA), McGill University (CA), Université de Montréal (CA)
Openalex Percentile: Top 24%
Machine Learning in Healthcare
0.69
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