Baptiste Couvy-Duchesne

@baptistecd.bsky.social

Genetics, brain and more 🇦🇺🇫🇷 Working with the University of Queensland, Inria (France), Paris Brain Institute and QIMR Berghofer

Happy to share our latest paper, the work of @clarajiang.bsky.social who trained brain-based predictors of depression on the UK Biobank (N=7,500 curated cases and matched controls) using AI/deeplearning as well as efficient statistical learning (BLUP). See thread below for a summary of findings

Applying machine-learning and deep-learning to predict depression from brain MRI and identify depression-related brain biology - Translational Psychiatry

Translational Psychiatry - Applying machine-learning and deep-learning to predict depression from brain MRI and identify depression-related brain biology

nature.com

I have always wondered if there is a best method/software to process T1w image (at a vertex/voxel wise level). Elise Delzant has some answers in her first published paper from her PhD. She compared FreeSurfer, CAT12 and FSL across several traits and analyses (association, prediction).

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