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Ezhov, Ivan

  1. The Brain Tumor Segmentation (BraTS-METS) Challenge 2023: Brain Metastasis Segmentation on Pre-treatment MRI
    2023/06/01 by Ahmed W. Moawad, Moawad, Ahmed W., Anastasia Janas +296 · 12 citations
    Medicine · Neuroscience · #Brain Metastases and Treatment #Brain Tumor Detection and Classification #FOS: Biological sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Other Quantitative Biology (q-bio.OT) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  2. The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma
    2023/05/12 by Dominic LaBella, LaBella, Dominic, Maruf Adewole +117 · 11 citations
    Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Glioma Diagnosis and Treatment #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Meningioma and schwannoma management #Traumatic Brain Injury and Neurovascular Disturbances
  3. Relationformer: A Unified Framework for Image-to-Graph Generation
    2022/03/19 by Shit, Suprosanna, Koner, Rajat, Wittmann, Bastian +8 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. The TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography
    2023/12/29 by Kaiyuan Yang, Fabio Musio, Yang, Kaiyuan +225 · 12 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #cs.CV #cs.LG #q-bio.QM #q-bio.TO
  5. The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)
    2023/05/26 by Anahita Fathi Kazerooni, Kazerooni, Anahita Fathi, Nastaran Khalili +132 · 6 citations
    Medicine · #Glioma Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #Radiation Therapy and Dosimetry
  6. The Brain Tumor Segmentation (BraTS) Challenge: Local Synthesis of Healthy Brain Tissue via Inpainting
    2023/05/15 by Kofler, Florian, Meissen, Felix, Steinbauer, Felix +103 · 6 citations
    #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) #electronic engineering #information engineering
  7. Why is the winner the best?
    2023/03/30 by Eisenmann, Matthias, Reinke, Annika, Weru, Vivienn +122 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn)
    2023/05/15 by Hongwei Li, Li, Hongwei Bran, Gian Marco Conte +125 · 3 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Medical Image Segmentation Techniques
  9. BraTS-PEDs: Results of the Multi-Consortium International Pediatric Brain Tumor Segmentation Challenge 2023
    2024/07/11 by Anahita Fathi Kazerooni, Kazerooni, Anahita Fathi, Nastaran Khalili +156 · 4 citations
    Medicine · #Radiomics and Machine Learning in Medical Imaging #Glioma Diagnosis and Treatment #Medical Imaging Techniques and Applications
  10. The Brain Tumor Segmentation in Pediatrics (BraTS-PEDs) Challenge: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)
    2024/04/23 by Anahita Fathi Kazerooni, Kazerooni, Anahita Fathi, Nastaran Khalili +137 · 4 citations
    Pharmacology, Toxicology and Pharmaceutics · Medicine · #Chemical Reactions and Isotopes #Radiation Therapy and Dosimetry #Glioma Diagnosis and Treatment
  11. FedCostWAvg: A new averaging for better Federated Learning
    2021/11/16 by Mächler, Leon, Ezhov, Ivan, Kofler, Florian +5 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. 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 · 2 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
  13. Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021
    2022/08/15 by Carole H. Sudre, Kimberlin Van Wijnen, Sudre, Carole H. +95 · 2 citations
    Neuroscience · Medicine · #Cerebrospinal fluid and hydrocephalus #Intracerebral and Subarachnoid Hemorrhage Research #Fetal and Pediatric Neurological Disorders
  14. Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization
    2024/09/30 by Michał Balcerak, Tamaz Amiranashvili, Balcerak, Michal +17 · 4 citations
    Computer Science · Medicine · #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #Advanced MRI Techniques and Applications
  15. Individualizing Glioma Radiotherapy Planning by Optimization of Data and Physics-Informed Discrete Loss
    2023/12/08 by Michał Balcerak, Jonas Weidner, Balcerak, Michal +17 · 3 citations
    Mathematics · #Mathematical Biology Tumor Growth
  16. Analysis of the MICCAI Brain Tumor Segmentation -- Metastases (BraTS-METS) 2025 Lighthouse Challenge: Brain Metastasis Segmentation on Pre- and Post-treatment MRI
    2025/04/16 by Nazanin Maleki, Raisa Amiruddin, Maleki, Nazanin +336 · 6 citations
    Medicine · #Brain Metastases and Treatment #Glioma Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
  17. Personalized Predictions of Glioblastoma Infiltration: Mathematical Models, Physics-Informed Neural Networks and Multimodal Scans
    2023/11/28 by Zhang, Ray Zirui, Ivan Ezhov, Michał Balcerak +10 · 2 citations
    Mathematics · Medicine · #35Q92 #92-08 #92C50 #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Glioma Diagnosis and Treatment #I.2.6 #Image and Video Processing (eess.IV) #J.2 #J.3 #Machine Learning (cs.LG) #Mathematical Biology Tumor Growth #Quantitative Methods (q-bio.QM) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  18. QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge
    2024/03/19 by Hongwei Bran, Li, Hongwei Bran, Fernando Navarro +154 · 2 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
  19. A Learnable Prior Improves Inverse Tumor Growth Modeling
    2024/03/07 by Weidner, Jonas, Ezhov, Ivan, Balcerak, Michal +11 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Medical Physics (physics.med-ph)
  20. METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy
    2021/04/22 by Horvath, Izabela, Paetzold, Johannes C., Schoppe, Oliver +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  21. Deep Quality Estimation: Creating Surrogate Models for Human Quality Ratings
    2022/05/17 by Florian Kofler, Ivan Ezhov, Kofler, Florian +31 · 1 citation
    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
  22. BraTS orchestrator : Democratizing and Disseminating state-of-the-art brain tumor image analysis
    2025/06/13 by Florian Kofler, Marcel Rosier, Kofler, Florian +70 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Cell Image Analysis Techniques #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
  23. FedPIDAvg: A PID controller inspired aggregation method for Federated Learning
    2023/04/24 by Leon Mächler, Mächler, Leon, Ivan Ezhov +5 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
  24. Approaching Peak Ground Truth
    2022/12/31 by Kofler, Florian, Wahle, Johannes, Ezhov, Ivan +15 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. A skeletonization algorithm for gradient-based optimization
    2023/09/05 by Menten, Martin J., Paetzold, Johannes C., Zimmer, Veronika A. +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. Panoptica -- instance-wise evaluation of 3D semantic and instance segmentation maps
    2023/12/05 by Kofler, Florian, Möller, Hendrik, Buchner, Josef A. +18 · 1 citation
    #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) #electronic engineering #information engineering
  27. MultiOrg: A Multi-rater Organoid-detection Dataset
    2024/10/18 by Christina Bukas, Harshavardhan Subramanian, Bukas, Christina +19 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Health Professions · #Gene expression and cancer classification #Digital Imaging for Blood Diseases #Artificial Intelligence in Healthcare
  28. A Lightweight Optimization Framework for Estimating 3D Brain Tumor Infiltration
    2024/12/18 by Weidner, Jonas, Balcerak, Michal, Ezhov, Ivan +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Medical Physics (physics.med-ph)