Overlooked features lead to divergent neurobiological interpretations of brain-based machine learning biomarkers.

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Bibliographic Details
Title: Overlooked features lead to divergent neurobiological interpretations of brain-based machine learning biomarkers.
Authors: Adkinson BD; Interdepartmental Neuroscience Program, Yale School of Medicine, New Haven, CT, 06510, USA., Rosenblatt M; Department of Biomedical Engineering, Yale University, New Haven, CT, 06520, USA., Sun H; Interdepartmental Neuroscience Program, Yale School of Medicine, New Haven, CT, 06510, USA., Dadashkarimi J; Department of Radiology, Perelman School of Medicine, Philadelphia, PA 19104, USA., Tejavibulya L; Interdepartmental Neuroscience Program, Yale School of Medicine, New Haven, CT, 06510, USA., Horien C; Perelman School of Medicine, Philadelphia, PA 19104, USA., Westwater ML; Department of Radiology & Biomedical Imaging, Yale School of Medicine, New Haven, CT, 06510, USA.; Department of Psychiatry, University of Oxford, Warneford Hospital, Oxford, UK., Rodriguez RX; Interdepartmental Neuroscience Program, Yale School of Medicine, New Haven, CT, 06510, USA., Noble S; Department of Bioengineering, Northeastern University, Boston, MA, 02120, USA.; Department of Psychology, Northeastern University, Boston, MA, 02115, USA.; Institute for Cognitive & Behavioral Health, Northeastern University, Boston, MA, 02115, USA., Scheinost D; Interdepartmental Neuroscience Program, Yale School of Medicine, New Haven, CT, 06510, USA.; Department of Biomedical Engineering, Yale University, New Haven, CT, 06520, USA.; Department of Radiology & Biomedical Imaging, Yale School of Medicine, New Haven, CT, 06510, USA.; Department of Statistics & Data Science, Yale University, New Haven, CT, 06520, USA.; Child Study Center, Yale School of Medicine, New Haven, CT, 06510, USA.; Wu Tsai Institute, Yale University, New Haven, CT, 06510, USA.
Source: BioRxiv : the preprint server for biology [bioRxiv] 2025 Nov 26. Date of Electronic Publication: 2025 Nov 26.
Publication Type: Journal Article; Preprint
Journal Info: Country of Publication: United States NLM ID: 101680187 Publication Model: Electronic Cited Medium: Internet ISSN: 2692-8205 (Electronic) Linking ISSN: 26928205 NLM ISO Abbreviation: bioRxiv Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2692-8205
DOI:10.1101/2025.03.12.642878