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researcher

J. Shapey

32 papers hereh-index 181.2k citations90 works total

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

author position
  • middle author27
  • last author2

Across the 29 of 32 papers where every author was matched, so the position is known.

fields
  • cs.CV14
  • eess.IV13
  • physics.med-ph2
  • cs.CY1
  • cs.RO1
  • physics.optics1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedCrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation

99 citations · 369 across the 31 of their papers we have counts for

collaborators
Showing 2024 · cs.CVShow all

3 papers · 2 filters

cs.CV2024★ 2 cited

OOD-SEG: Exploiting out-of-distribution detection techniques for learning image segmentation from sparse multi-class positive-only annotations

Junwen Wang, Zhonghao Wang, Oscar MacCormac +2

Despite significant advancements, segmentation based on deep neural networks in medical and surgical imaging faces several challenges, two of which we aim to address in this work.…

cs.CV2024

ReCAP: Recursive Cross Attention Network for Pseudo-Label Generation in Robotic Surgical Skill Assessment

Julien Quarez, Marc Modat, Sebastien Ourselin +2

In surgical skill assessment, the Objective Structured Assessments of Technical Skills (OSATS) and Global Rating Scale (GRS) are well-established tools for evaluating surgeons duri…

cs.CV2024★ 7 cited

Analysis of the 2024 BraTS Meningioma Radiotherapy Planning Automated Segmentation Challenge

Dominic LaBella, Valeriia Abramova, Mehdi Astaraki +102

The 2024 Brain Tumor Segmentation Meningioma Radiotherapy (BraTS-MEN-RT) challenge aimed to advance automated segmentation algorithms using the largest known multi-institutional da…

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