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researcher

J. Guttag

47 papers hereh-index 6423.3k citations263 works total

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

author position
  • middle author28
  • last author17

Across the 45 of 47 papers where every author was matched, so the position is known.

fields
  • cs.CV22
  • cs.LG13
  • cs.CY3
  • cs.PF2
  • cs.GR1
  • cs.HC1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedVoxelMorph: A Learning Framework for Deformable Medical Image Registration

2.2k citations · 4.4k across the 41 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.CV2025

Pancakes: Consistent Multi-Protocol Image Segmentation Across Biomedical Domains

Marianne Rakic, Siyu Gai, Etienne Chollet +2

A single biomedical image can be meaningfully segmented in multiple ways, depending on the desired application. For instance, a brain MRI can be segmented according to tissue types…

cs.CV2025

AtlasMorph: Learning conditional deformable templates for brain MRI

Marianne Rakic, Andrew Hoopes, S. Mazdak Abulnaga +3

Deformable templates, or atlases, are images that represent a prototypical anatomy for a population, and are often enhanced with probabilistic anatomical label maps. They are commo…

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