Kallenberg M

ORCID: 0000-0002-4661-6674 · 1 paper in corpus

2026

MRICombo: a deep-learning-based framework for universal volumetric segmentation grading-staging and malignancy detection across heterogeneous MRI.

Nature communications ·doi:10.1038/s41467-026-76461-z

Comprehensive magnetic resonance imaging (MRI) analysis in oncology involves multiple interrelated tasks including volumetric segmentation, grading, staging, and malignancy detection. However, most existing deep learning models are task-spe…