Author

Rathan M. Subramaniam

University of OtagoORCID 0000-0003-3973-4610Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Albert MontilloiD· 1 shared Alex TreacheriD· 1 shared Cooper MellemaiD· 1 shared Fang F. Yu· 1 shared Kevin P. NguyeniD· 1 shared Marco C. PinhoiD· 1 shared Richard B. DeweyiD· 1 shared Vyom RavaliD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperNeuroscience

Albert MontilloORCID

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1 paper

Recent·Most cited

NeuroscienceParkinsonism & Related DisordersPeer-reviewedMar 7, 2021

Predicting Longitudinal Disease Severity for Individuals with Parkinson's Disease using Functional MRI and Machine Learning Prognostic Models

Kevin P. Nguyen, Vyom Raval, Alex Treacher…·Albert Montillo

This paper uses rs-fMRI features and machine learning to predict Parkinson's disease progression, achieving significant variance explanation in clinical scores over time.

30 citations

humanimaging

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