Publications · Yannick Kirchhoff

nnFoundation: 3D Foundation Models for Radiology

Constantin Ulrich Harsy*, Tassilo Wald*, Karol Gotkowski*, Yannick Kirchhoff*, Marcel Knopp*, Maximilian Rokuss*, et al.

arXiv 2026 Paper

Exploiting Longitudinal Context in Clinician-Verified Interactive Lesion Tracking

Yannick Kirchhoff*, Maximilian Rokuss*, Daniel Philipp Mertens, David Füller, Benjamin Hamm, Andreas Schreyer, Oliver Ritter, Klaus Maier-Hein

MICCAI 2026OralYSA Paper Code Viewer

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

Maximilian Rokuss*, Moritz Langenberg*, Yannick Kirchhoff, Fabian Isensee, Benjamin Hamm, Constantin Ulrich, Sebastian Regnery, Lukas Bauer, Efthimios Katsigiannopulos, Tobias Norajitra, Klaus Maier-Hein

CVPR 2026 Paper Code

LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging

Maximilian Rokuss, Yannick Kirchhoff, Seval Akbal, Balint Kovacs, Saikat Roy, Constantin Ulrich, Tassilo Wald, Lukas T. Rotkopf, Heinz-Peter Schlemmer, Klaus Maier-Hein

CVPR 2025 Paper Code

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

Pedro R. A. S. Bassi*, Wenxuan Li*, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Saikat Roy, Yannick Kirchhoff, Maximilian Rokuss, et al.

NeurIPS 2024 Paper Code

Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting

Maximilian R. Rokuss*, Yannick Kirchhoff*, Saikat Roy, Balint Kovacs, Constantin Ulrich, Tassilo Wald, Maximilian Zenk, Stefan Denner, Fabian Isensee, Philipp Vollmuth, Jens Kleesiek, Klaus Maier-Hein

LDTM@MICCAI 2024 Paper Code

Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures

Yannick Kirchhoff*, Maximilian R. Rokuss*, Saikat Roy*, Balint Kovacs, Constantin Ulrich, Tassilo Wald, Maximilian Zenk, Philipp Vollmuth, Jens Kleesiek, Fabian Isensee, Klaus H. Maier-Hein

ECCV 2024 Paper Code