Finally Outshining the Random Baseline: A Simple and Effective Solution for Active Learning in 3D Biomedical Imaging
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2601.13677
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Published
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1
AI & ML interests
Medical Image Computing
Recent Activity
Papers
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
7 days ago
saikat-roy
authored
8
papers
23 days ago
nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation
Paper
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2404.09556
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Published
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
Paper
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2411.03670
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Published
ScaleMAI: Accelerating the Development of Trusted Datasets and AI Models
Paper
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2501.03410
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Published
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation
Paper
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2503.01835
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Published
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging
Paper
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2502.20985
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Published
Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting
Paper
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2409.13416
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Published
Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures
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2404.03010
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Published
MedNeXt-v2: Scaling 3D ConvNeXts for Large-Scale Supervised Representation Learning in Medical Image Segmentation
Paper
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2512.17774
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Published
MoritzLangenberg
authored
2
papers
about 1 month ago
mrokuss
authored
4
papers
about 2 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
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2511.11450
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Published
ykirchhoff
authored
3
papers
5 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
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2501.15588
•
Published
ScaleMAI: Accelerating the Development of Trusted Datasets and AI Models
Paper
•
2501.03410
•
Published
Bubenpo
authored
a
paper
5 months ago
ykirchhoff
authored
a
paper
5 months ago