Author

Synchon Mandal

Forschungszentrum JülichORCID 0000-0002-1212-5279Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Federico RaimondoiD· 1 shared Felix HoffstaedteriD· 1 shared Hanwen BiiD· 1 shared Jan KasperiD· 1 shared Juliane WinkelmanniD· 1 shared Kaustubh R. PatiliD· 1 shared Konrad OexleiD· 1 shared Laura K. WaiteiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Federico RaimondoORCID

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1 paper

Recent·Most cited

NeuroscienceBrain CommunicationsPeer-reviewedJan 1, 2026

Can we predict sleep health based on brain features? A large-scale machine learning study using UK Biobank

Federico Raimondo, Hanwen Bi, Vera Komeyer…·Kaustubh R. Patil

This study uses machine learning on UK Biobank data to predict sleep health traits from brain imaging, finding limited predictive power despite extensive model optimization.

2 citations

humanbulk RNA-seq

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