Author

Cherise Chin Fatt

The University of Texas Southwestern Medical CenterORCID 0000-0001-5080-6799Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Albert MontilloiD· 1 shared Alex TreacheriD· 1 shared Benji T. Kurian· 1 shared Cooper MellemaiD· 1 shared Crystal M. CooperiD· 1 shared Kevin P. NguyeniD· 1 shared Madhukar H. TrivediiD· 1 shared Manish K. JhaiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Albert MontilloORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsBiological PsychiatryPeer-reviewedMar 1, 2022

Predictive Patterns of Antidepressant Response from Pre-Treatment Reward Processing using Functional MRI and Deep Learning: Key Results from the EMBARC Randomized Clinical Trial

Kevin P. Nguyen, Cherise Chin Fatt, Alex Treacher…·Albert Montillo

This paper uses deep learning on pre-treatment reward processing fMRI and clinical data to predict antidepressant outcomes, achieving up to 37% variance explained and remission prediction with NNT 2-4.

28 citations

humanimaging

𝕏 PostBluesky