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Sayantan Kumar

PhD in Computer Science

10 papers hereh-index 7229 citations28 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author7
  • middle author2

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.CV1
  • eess.IV1
  • q-bio.NC1
  • q-bio.QM1
affiliations
  • PhD in Computer Science
Homepage
same name
  • Sayantan Kumar — 7 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedMachine learning for modeling the progression of Alzheimer disease dementia using clinical data: a systematic literature review

128 citations · 178 across the 9 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023★ 6 cited

Improving Normative Modeling for Multi-modal Neuroimaging Data using mixture-of-product-of-experts variational autoencoders

Sayantan Kumar, Philip Payne, Aristeidis Sotiras

Normative models in neuroimaging learn the brain patterns of healthy population distribution and estimate how disease subjects like Alzheimer's Disease (AD) deviate from the norm.…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.