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