Maximilian Rouven Rokuss

PhD student, Medical Image Computing, Deutsches Krebsforschungszentrum

Joined

April 2023

Names

Maximilian Rouven Rokuss (Preferred)

Maximilian R. Rokuss

Emails

****@dkfz-heidelberg.de (Confirmed)

****@rokuss.de (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

Medical Image Computing, Deutsches Krebsforschungszentrum (dkfz-heidelberg.de)

2022 – Present

MS student

Computer Vision and Learning Lab, Ruprecht-Karls-Universität Heidelberg (uni-heidelberg.de)

2020 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Klaus Maier-Hein

Present

Coauthor

Yannick Kirchhoff

Present

Coauthor

Saikat Roy

Present

Coauthor

Fabian Isensee

Present

Coauthor

Constantin Ulrich

Present

Coauthor

Balint Kovacs

Present

Expertise

Medical Image Computing

Present

Publications

CRONOS: Continuous time reconstruction for 4D medical longitudinal series
Nico Disch, Saikat Roy, Constantin Ulrich, Yannick Kirchhoff, Maximilian Rouven Rokuss, Robin Peretzke, David Zimmerer, Klaus Maier-Hein
- ICLR 2026 Poster
- Readers: Everyone
Applying Longitudinal Augmentation and Data Generation (LAUGEN) in Medical Imaging
Nico Disch, Balint Kovacs, Constantin Ulrich, Robin Peretzke, Saikat Roy, Maximilian Rouven Rokuss, Yannick Kirchhoff, David Zimmerer, Klaus Maier-Hein
- SynData4CV
- Readers: Everyone
INTRABENCH: Interactive Radiological Benchmark
Constantin Ulrich, Tassilo Wald, Emily Tempus, Maximilian Rouven Rokuss, Paul F Jaeger, Klaus Maier-Hein
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Efficient Cross-Modality Abdominal Organ Segmentation Using nnU-Net and MIND Descriptors
Yannick Kirchhoff, Maximilian Rouven Rokuss, Benjamin Hamm, Ashis Ravindran, Constantin Ulrich, Klaus Maier-Hein, Fabian Isensee
- FLARE 2024 withMinorRevisions
- Readers: Everyone
Optimizing nnU-Net with OpenVINO for Fast CPU Inference in Abdominal Organ Segmentation
Yannick Kirchhoff, Ashis Ravindran, Maximilian Rouven Rokuss, Benjamin Hamm, Constantin Ulrich, Klaus Maier-Hein, Fabian Isensee
- FLARE 2024 withMinorRevisions
- Readers: Everyone
Efficient Pan-Cancer Lesion Segmentation from Partially Labeled Data with nnU-Net
Yannick Kirchhoff, Maximilian Rouven Rokuss, Benjamin Hamm, Ashis Ravindran, Constantin Ulrich, Klaus Maier-Hein, Fabian Isensee
- FLARE 2024 withMinorRevisions
- Readers: Everyone
Segment Anything in Medical Images with nnUNet
Raphael Stock, Yannick Kirchhoff, Maximilian Rouven Rokuss, Ashis Ravindran, Klaus Maier-Hein
- CVPR24 MedSAMonLaptop
- Readers: Everyone
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, Yannick Kirchhoff, Maximilian Rouven Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus Maier-Hein, Paul F Jaeger, Yiwen Ye, Yutong Xie et al. (33 additional authors not shown)
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
From Generalist to Specialist: Incorporating Domain-Knowledge into Flamingo for Chest X-Ray Report Generation
Raphael Stock, Stefan Denner, Yannick Kirchhoff, Constantin Ulrich, Maximilian Rouven Rokuss, Saikat Roy, Nico Disch, Klaus Maier-Hein
- MIDL 2024 Short Papers
- Readers: Everyone
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
- CoRR 2024
- Readers: Everyone

View all 13 publications

Co-Authors

View all 70 co-authors