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researcher

X. Pennec

21 papers hereh-index 6824.4k citations402 works total

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

author position
  • sole author1
  • middle author4
  • last author15

Across the 20 of 21 papers where every author was matched, so the position is known.

fields
  • math.DG12
  • cs.CV2
  • cs.LG2
  • math.ST2
  • cs.DC1
  • cs.GR1

identity via Semantic Scholar / OpenAlex

activity
20062022
most citedGeomstats: A Python Package for Riemannian Geometry in Machine Learning

96 citations · 153 across the 13 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2021

Cardiac Motion Modeling with Parallel Transport and Shape Splines

Nicolas Guigui, Pamela Moceri, Maxime Sermesant +1

In cases of pressure or volume overload, probing cardiac function may be difficult because of the interactions between shape and deformations.In this work, we use the LDDMM framewo…

cs.CV2018

Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss

Shuman Jia, Antoine Despinasse, Zihao Wang +5

Radiological imaging offers effective measurement of anatomy, which is useful in disease diagnosis and assessment. Previous study has shown that the left atrial wall remodeling can…

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