Interpreting weights of multimodal machine learning models-problems and pitfalls

Affiliations

¹ Institute for Translational Psychiatry, University of Münster, Münster, Germany.
² Institute for Translational Psychiatry, University of Münster, Münster, Germany. HahnT@wwu.de.

Comment

Nils Ralf Winter et al. Neuropsychopharmacology. 2021 Oct.

. 2021 Oct;46(11):1861-1862.

doi: 10.1038/s41386-021-01030-5. Epub 2021 May 20.

¹ Institute for Translational Psychiatry, University of Münster, Münster, Germany.
² Institute for Translational Psychiatry, University of Münster, Münster, Germany. HahnT@wwu.de.

No abstract available

Comment in

Reply to Winter et al: Interpreting weights of multimodal machine learning models-problems and pitfalls.
Price M, Allgaier N, Garavan H. Price M, et al. Neuropsychopharmacology. 2021 Oct;46(11):1863. doi: 10.1038/s41386-021-01082-7. Epub 2021 Jul 13. Neuropsychopharmacology. 2021. PMID: 34257414 Free PMC article. No abstract available.

Examination of the association between exposure to childhood maltreatment and brain structure in young adults: a machine learning analysis.
Price M, Albaugh M, Hahn S, Juliano AC, Fani N, Brier ZMF, Legrand AC, van Stolk-Cooke K, Chaarani B, Potter A, Peck K, Allgaier N, Banaschewski T, Bokde ALW, Quinlan EB, Desrivières S, Flor H, Grigis A, Gowland P, Heinz A, Ittermann B, Martinot JL, Paillère ML, Artiges E, Nees F, Orfanos DP, Poustka L, Hohmann S, Fröhner JH, Smolka MN, Walter H, Whelan R, Schumann G, Garavan H. Price M, et al. Neuropsychopharmacology. 2021 Oct;46(11):1888-1894. doi: 10.1038/s41386-021-00987-7. Epub 2021 Feb 26. Neuropsychopharmacology. 2021. PMID: 33637836 Free PMC article.

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