Fabian Isensee

Finally Outshining the Random Baseline: A Simple and Effective Solution for Active Learning in 3D Biomedical Imaging

arXiv 2026

Primus: Enforcing Attention Usage for 3D Medical Image Segmentation

arXiv 2025

nnInteractive: Redefining 3D Promptable Segmentation

arXiv 2025

VoxTell: Free-Text Promptable Universal 3D Medical Image Segmentation

arXiv 2025

ScaleMAI: Accelerating the Development of Trusted Datasets and AI Models

arXiv 2025

nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation

arXiv 2024

Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?

arXiv 2024

Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting

arXiv 2024

The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT

arXiv 2023

The TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography

arXiv 2023

nnDetection: A Self-configuring Method for Medical Object Detection

arXiv 2021

Klaus Maier-Hein

Constantin Ulrich

Saikat Roy

Tassilo Wald

Yannick Kirchhoff

Michael Baumgartner

Maximilian Rokuss

Alan L. Yuille

Benjamin Hamm

Dasha Trofimova