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Santi Puch

4 papers hereh-index 5140 citations8 works total

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

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • cs.CV1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20162019
most citedGlobal Planar Convolutions for improved context aggregation in Brain Tumor Segmentation

16 citations · 20 across the 4 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

eess.IV2019★ 16 cited

Global Planar Convolutions for improved context aggregation in Brain Tumor Segmentation

Santi Puch, Irina Sánchez, Aura Hernández +2

In this work, we introduce the Global Planar Convolution module as a building-block for fully-convolutional networks that aggregates global information and, therefore, enhances the…

cs.CV2019

Few-shot Learning with Deep Triplet Networks for Brain Imaging Modality Recognition

Santi Puch, Irina Sánchez, Matt Rowe

Image modality recognition is essential for efficient imaging workflows in current clinical environments, where multiple imaging modalities are used to better comprehend complex di…

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