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A primer on the use of machine learning to distil knowledge from data in biological psychiatry.
Quinn TP, Hess JL, Marshe VS, Barnett MM, Hauschild AC, Maciukiewicz M, Elsheikh SSM, Men X, Schwarz E, Trakadis YJ, Breen MS, Barnett EJ, Zhang-James Y, Ahsen ME, Cao H, Chen J, Hou J, Salekin A, Lin PI, Nicodemus KK, Meyer-Lindenberg A, Bichindaritz I, Faraone SV, Cairns MJ, Pandey G, Müller DJ, Glatt SJ; Machine Learning in Psychiatry (MLPsych) Consortium. Quinn TP, et al. Mol Psychiatry. 2024 Feb;29(2):387-401. doi: 10.1038/s41380-023-02334-2. Epub 2024 Jan 4. Mol Psychiatry. 2024. PMID: 38177352 Review.
BrainGENIE: The Brain Gene Expression and Network Imputation Engine.
Hess JL, Quinn TP, Zhang C, Hearn GC, Chen S; Neuropsychiatric Consortium for Analysis and Sharing of Transcriptomes; Kong SW, Cairns M, Tsuang MT, Faraone SV, Glatt SJ. Hess JL, et al. Transl Psychiatry. 2023 Mar 22;13(1):98. doi: 10.1038/s41398-023-02390-w. Transl Psychiatry. 2023. PMID: 36949060 Free PMC article.
15 results