Suprosanna Shit
- The TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography
2023/12/29 by Kaiyuan Yang, Yang, Kaiyuan, Fabio Musio +225 · 17 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #cs.CV #cs.LG #q-bio.QM #q-bio.TO
- Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations
2023/03/27 by Julian McGinnis, Suprosanna Shit, McGinnis, Julian +21 · 10 citations
Medicine · Engineering · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Medical Imaging and Analysis
- Topologically faithful image segmentation via induced matching of persistence barcodes
2022/11/28 by Nico Stucki, Johannes C. Paetzold, Stucki, Nico +7 · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Image Processing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Topological and Geometric Data Analysis
- Learn-Morph-Infer: a new way of solving the inverse problem for brain tumor modeling
2021/11/07 by Ivan Ezhov, Kevin Scibilia, Ezhov, Ivan +27 · 6 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · Medicine · #Cell Image Analysis Techniques #Computational Engineering #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Finance #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Mathematical Biology Tumor Growth #Medical Physics (physics.med-ph) #Radiomics and Machine Learning in Medical Imaging #and Science (cs.CE) #electronic engineering #information engineering
- FedCostWAvg: A new averaging for better Federated Learning
2021/11/16 by Leon Mächler, Ivan Ezhov, Mächler, Leon +13 · 4 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Radiomics and Machine Learning in Medical Imaging
- Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling
2025/04/14 by Michał Balcerak, Michal Balcerak, Balcerak, Michal +14 · 1 voice · 8 citations
Computer Science · Physics and Astronomy · Mathematics · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Tensor decomposition and applications
- METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy
2021/04/22 by Izabela Horvath, Horvath, Izabela, Johannes C. Paetzold +15 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- A skeletonization algorithm for gradient-based optimization
2023/09/05 by Martin J. Menten, Menten, Martin J., Johannes C. Paetzold +15 · 3 citations
Computer Science · Engineering · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging and Analysis
- vesselFM: A Foundation Model for Universal 3D Blood Vessel Segmentation
2024/11/26 by Bastian Wittmann, Wittmann, Bastian, Yannick Wattenberg +7 · 5 citations
Computer Science · Engineering · Medicine · #Medical Image Segmentation Techniques #Medical Imaging and Analysis #Retinal Imaging and Analysis
- QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge
2024/03/19 by Hongwei Bran, Li, Hongwei Bran, Fernando Navarro +154 · 3 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Deep Quality Estimation: Creating Surrogate Models for Human Quality Ratings
2022/05/17 by Florian Kofler, Ivan Ezhov, Kofler, Florian +31 · 2 citations
Engineering · Medicine · #Advanced X-ray and CT Imaging #Artificial Intelligence (cs.AI) #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) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Whole Heart 3D+T Representation Learning Through Sparse 2D Cardiac MR Images
2024/06/01 by Yundi Zhang, Zhang, Yundi, Chen Chen +9 · 5 citations
Medicine · Computer Science · Engineering · #Radiomics and Machine Learning in Medical Imaging #Medical Image Segmentation Techniques #Advanced X-ray and CT Imaging
- FedPIDAvg: A PID controller inspired aggregation method for Federated Learning
2023/04/24 by Leon Mächler, Mächler, Leon, Ivan Ezhov +5 · 3 citations
Computer Science · Medicine · #AI in cancer detection #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
- Evaluating the Robustness of Self-Supervised Learning in Medical Imaging
2021/05/14 by Fernando Navarro, Navarro, Fernando, Christopher Watanabe +11 · 1 citation
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- GRAtt-VIS: Gated Residual Attention for Auto Rectifying Video Instance Segmentation
2023/05/26 by Tanveer Hannan, Hannan, Tanveer, Rajat Koner +13 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images
2022/12/03 by Hongwei Li, Li, Hongwei Bran, Chinmay Prabhakar +17 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · Engineering · #Domain Adaptation and Few-Shot Learning #Cell Image Analysis Techniques #Image Processing Techniques and Applications
- Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging
2025/10/23 by İbrahim Ethem Hamamcı, Hamamci, Ibrahim Ethem, Sezgin Er +17 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Advanced Neural Network Applications
- Parametric shape models for vessels learned from segmentations via differentiable voxelization
2025/07/03 by Alina F. Dima, Dima, Alina F., Suprosanna Shit +19 · 1 voice · 1 citation
#cs.CV
- CADS: A Comprehensive Anatomical Dataset and Segmentation for Whole-Body Anatomy in Computed Tomography
2025/07/29 by Murong Xu, Tamaz Amiranashvili, Xu, Murong +62 · 2 citations
Engineering · Physics and Astronomy · Medicine · #Medical Imaging and Analysis #Advanced Radiotherapy Techniques #Radiomics and Machine Learning in Medical Imaging