nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation
Paper
•
2404.09556
•
Published
Saikat Roy
saikat-roy
·
AI & ML interests
Deep representation learning, medical AI
Recent Activity
authored
a paper
7 days ago
nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image
Segmentation
authored
a paper
7 days ago
Touchstone Benchmark: Are We on the Right Way for Evaluating AI
Algorithms for Medical Segmentation?
authored
a paper
7 days ago
ScaleMAI: Accelerating the Development of Trusted Datasets and AI Models
Organizations
authored
8
papers
7 days ago
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
Paper
•
2411.03670
•
Published
ScaleMAI: Accelerating the Development of Trusted Datasets and AI Models
Paper
•
2501.03410
•
Published
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation
Paper
•
2503.01835
•
Published
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging
Paper
•
2502.20985
•
Published
Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting
Paper
•
2409.13416
•
Published
Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures
Paper
•
2404.03010
•
Published
MedNeXt-v2: Scaling 3D ConvNeXts for Large-Scale Supervised Representation Learning in Medical Image Segmentation
Paper
•
2512.17774
•
Published