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Vipul Satone
University of Illinois at Urbana-Champaign - Department of Industrial and Enterprise Systems Engineering
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SCHOLARLY PAPERS
1
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23
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Scholarly Papers (1)
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1.
Application of Aligned-UMAP to Longitudinal Biomedical Studies
Number of pages: 19
Posted: 08 Dec 2022
Anant Dadu
, Vipul Satone,
Rachneet Kaur
,
Mathew Koretsky
,
Hirotaka Iwaki
,
Yue Qi
,
Daniel M. Ramos
,
Brian Avants
,
Jacob Hesterman
,
Roger Gunn
,
Mark R. Cookson
,
Michael E. Ward
,
Andrew B. Singleton
,
Roy H. Campbell
,
Michael A. Nalls
and
Faraz Faghri
University of Illinois at Urbana-Champaign - Department of Computer Science, University of Illinois at Urbana-Champaign - Department of Industrial and Enterprise Systems Engineering, University of Illinois at Urbana-Champaign - Department of Industrial and Enterprise Systems Engineering, Government of the United States of America - National Institute of Neurological Disorders and Stroke (NINDS), Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD), Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD), Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD), Invicro - Image Analysis, Invicro - Image Analysis, Invicro - Image Analysis, Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD), Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD), Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD), University of Illinois at Urbana-Champaign - Department of Computer Science, Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD) and Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD)
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Abstract:
Longitudinal biomedical data, Dimensionality reduction, Unsupervised learning
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