Lost in the Folds: When Cross-Validation Is Not a Deep Ensemble for Uncertainty Estimation
Paper • 2605.18329 • Published • 2
AI & ML interests
Medical Image Computing
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Lost in the Folds: When Cross-Validation Is Not a Deep Ensemble for Uncertainty Estimation
TwinTrack: Post-hoc Multi-Rater Calibration for Medical Image Segmentation
Kirscher
submitted a
paper to Daily Papers 1 day ago
ykirchhoff
authored 7
papers 4 days ago
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
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 • 2
MeisenMeister: A Simple Two Stage Pipeline for Breast Cancer Classification on MRI
Paper • 2510.27326 • Published
From FDG to PSMA: A Hitchhiker's Guide to Multitracer, Multicenter Lesion Segmentation in PET/CT Imaging
Paper • 2409.09478 • Published
Kirscher
submitted a
paper to Daily Papers about 1 month ago
Bubenpo
authored a
paper about 1 month ago
mrokuss
authored a
paper about 1 month ago
Bubenpo
authored a
paper about 1 month ago
mrokuss
authored a
paper 3 months ago
JeremiasTraub
submitted a
paper to Daily Papers 4 months ago
saikat-roy
authored 6
papers 5 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 • 1
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