Finally Outshining the Random Baseline: A Simple and Effective Solution for Active Learning in 3D Biomedical Imaging
Paper
• 2601.13677 • Published
• 1
AI & ML interests
Medical Image Computing
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Finally Outshining the Random Baseline: A Simple and Effective Solution for Active Learning in 3D Biomedical Imaging
VoxTell: Free-Text Promptable Universal 3D Medical Image Segmentation
JeremiasTraub
submitted a paper to Daily Papers about 1 month ago
saikat-roy
authored 8 papers about 2 months ago
nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation
Paper
• 2404.09556 • Published
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
MoritzLangenberg
authored 2 papers 2 months ago
mrokuss
authored 4 papers 3 months ago
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
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging
Paper
• 2502.20985 • Published
VoxTell: Free-Text Promptable Universal 3D Medical Image Segmentation
Paper
• 2511.11450 • Published
• 1
ykirchhoff
authored 3 papers 6 months ago
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
Paper
• 2411.03670 • Published
Tumor Detection, Segmentation and Classification Challenge on Automated 3D Breast Ultrasound: The TDSC-ABUS Challenge
Paper
• 2501.15588 • Published
ScaleMAI: Accelerating the Development of Trusted Datasets and AI Models
Paper
• 2501.03410 • Published
Bubenpo
authored a paper 6 months ago
ykirchhoff
authored a paper 6 months ago