A Multi-Stage Fine-Tuning and Ensembling Strategy for Pancreatic Tumor Segmentation in Diagnostic and Therapeutic MRI
Paper • 2508.21775 • Published
AI & ML interests
Medical Image Computing
Recent Activity
Papers
Rethinking Post-Hoc Calibration in Semantic Segmentation
Exploiting Longitudinal Context in Clinician-Verified Interactive Lesion Tracking
mrokuss
authored 11
papers 9 days ago
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation
Paper • 2608.08713 • Published
Anguinus Sculpturae: Compositional Synthesis of Peak-Enhancement Breast DCE-MRI Scans
Paper • 2609.33611 • Published
nnFoundation: 3D Foundation Models for Radiology
Paper • 2609.26924 • Published
From FDG to PSMA: A Hitchhiker's Guide to Multitracer, Multicenter Lesion Segmentation in PET/CT Imaging
Paper • 2409.09478 • Published
GigaPath-Flash and GigaTIME-Flash: Efficient Pathology Foundation Models for Whole-Slide and Tumor Microenvironment Analysis
Paper • 2607.18218 • Published • 1
Rethinking Post-Hoc Calibration in Semantic Segmentation
Paper • 2607.01902 • Published • 1
HealthAgentBench: A Unified Benchmark Suite of Realistic Agentic Healthcare Environments for Challenging Frontier AI Agents
Paper • 2606.31179 • Published • 7
The autoPET3 Challenge: Automated Lesion Segmentation in Whole-Body PET/CT $\unicode{x2013}$ Multitracer Multicenter Generalization
Paper • 2605.05775 • Published • 1
Exploiting Longitudinal Context in Clinician-Verified Interactive Lesion Tracking
Paper • 2605.23118 • Published • 1
TriALS: Triphasic-Aided Liver Lesion Segmentation Benchmark in Non-Contrast CT
Paper • 2605.16572 • Published • 1
consti95
updated 2
models 23 days ago
keckstein
updated 2
models 30 days ago
keckstein
published 5
models about 1 month ago
MIC-DKFZ/RetinaUNet-MissingPiece-MultiTalent
Object Detection • Updated • 21
MIC-DKFZ/ResEncL-MissingPiece-MultiTalent
Object Detection • Updated • 25
MIC-DKFZ/ResEncL-MissingPiece-VoCo
Object Detection • Updated • 12
MIC-DKFZ/ResEncL-MissingPiece-S3D
Object Detection • Updated • 7
MIC-DKFZ/ResEncL-MissingPiece-MG
Object Detection • Updated • 6