Maximilian Rokuss
- Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures
2024/04/03 by Yannick Kirchhoff, Kirchhoff, Yannick, Maximilian Rokuss +18 · 10 citations
Engineering · #Additive Manufacturing and 3D Printing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Modular Robots and Swarm Intelligence #electronic engineering #information engineering
- nnInteractive: Redefining 3D Promptable Segmentation
2025/03/11 by Fabian Isensee, Maximilian Rokuss, Isensee, Fabian +23 · 18 citations
Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis
- Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
2024/11/06 by Pedro R. A. S. Bassi, Wenxuan Li, Bassi, Pedro R. A. S. +103 · 13 citations
Engineering · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis
- Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting
2024/09/20 by Maximilian Rokuss, Yannick Kirchhoff, Rokuss, Maximilian +20 · 6 citations
Computer Science · Medicine · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- SAM.MD: Zero-shot medical image segmentation capabilities of the Segment Anything Model
2023/04/10 by Saikat Roy, Roy, Saikat, Tassilo Wald +13 · 2 citations
Medicine · #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Scaling nnU-Net for CBCT Segmentation
2024/11/26 by Fabian Isensee, Yannick Kirchhoff, Isensee, Fabian +9 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- Expectation-Maximization as the Engine of Scalable Medical Intelligence
2025/01/06 by Wenxuan Li, Pedro R. A. S. Bassi, Li, Wenxuan +37 · 4 citations
Decision Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Scientific Computing and Data Management
- RadioActive: 3D Radiological Interactive Segmentation Benchmark
2024/11/12 by Constantin Ulrich, Ulrich, Constantin, Tassilo Wald +9 · 1 citation
Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Radiation Dose and Imaging #Radiology practices and education
- GigaPath-Flash and GigaTIME-Flash: Efficient Pathology Foundation Models for Whole-Slide and Tumor Microenvironment Analysis
2026/07/20 by Naoto Usuyama, Jeya Maria Jose Valanarasu, Sicong Yao +27
#cs.CV #cs.AI