Saikat Roy

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authored 8 papers 2 months ago

nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation

Paper • 2404.09556 • Published Apr 15, 2024

Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?

Paper • 2411.03670 • Published Nov 6, 2024

ScaleMAI: Accelerating the Development of Trusted Datasets and AI Models

Paper • 2501.03410 • Published Jan 6, 2025 • 1

Primus: Enforcing Attention Usage for 3D Medical Image Segmentation

Paper • 2503.01835 • Published Mar 3, 2025

LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging

Paper • 2502.20985 • Published Feb 28, 2025

Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting

Paper • 2409.13416 • Published Sep 20, 2024

Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures

Paper • 2404.03010 • Published Apr 3, 2024

MedNeXt-v2: Scaling 3D ConvNeXts for Large-Scale Supervised Representation Learning in Medical Image Segmentation

Paper • 2512.17774 • Published Dec 19, 2025 • 1