Saikat Roy
5 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π₯ Mega-Team Β· Legion
π
Conference Pioneer
β
The Questioner
(2)
Top co-authors
Research topics
Keywords
zero-shot learning
(1)
benchmark evaluation
(1)
domain generalization
(1)
medical imaging
(1)
medical image segmentation
(1)
out-of-distribution generalization
(1)
lesion segmentation
(1)
3d segmentation
(1)
computed tomography
(1)
longitudinal analysis
(1)
segmentation model
(1)
3d convolutional neural network
(1)
3d medical imaging
(1)
longitudinal tracking
(1)
lesion tracking
(1)
promptable model
(1)
hausdorff distance
(1)
abdominal organ segmentation
(1)
2.5d approach
(1)
whole brain segmentation
(1)
Papers
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging
CVPR 2025
nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation
MICCAI 2024
Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures
ECCV 2024
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NeurIPS 2024
Are 2.5D approaches superior to 3D deep networks in whole brain segmentation?
MIDL 2022