Analysis Plan: Predicting Depressive Episodes with Tabular and Neuroimaging Data from the UK Biobank

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Authors: Herman Galioulline, Jakob Siemerkus, Jakob Heinzle, Klaas Enno Stephan
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Abstract

This Analysis plan contains the description for an analysis of UK Biobank data. The goal is to predict depressive episodes from fMRI and/or other data. This updated version was amended to include the final pipeline that will be used on the test data set. Both amendments were completed before the test data was touched.

Fields of Study & Subjects

Functional Brain Connectivity Studies Treatment of Major Depression Neural and Behavioral Psychology Studies

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
27 February 2026
Language
EN