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Guilherme Pombo

11 papers hereh-index 6124 citations18 works total

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

author position
  • first author2
  • middle author7

Across the 9 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.LG2
  • eess.IV2
  • q-bio.QM2
  • cs.HC1
  • q-bio.GN1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedBrain tumour genetic network signatures of survival

17 citations · 26 across the 11 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2023★ 1 cited

Deep Variational Lesion-Deficit Mapping

Guilherme Pombo, Robert Gray, Amy P. K. Nelson +3

Causal mapping of the functional organisation of the human brain requires evidence of \textit{necessity} available at adequate scale only from pathological lesions of natural origi…

cs.LG2019

Bayesian Volumetric Autoregressive generative models for better semisupervised learning

Guilherme Pombo, Robert Gray, Tom Varsavsky +2

Deep generative models are rapidly gaining traction in medical imaging. Nonetheless, most generative architectures struggle to capture the underlying probability distributions of v…

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