Ivan Ezhov
- 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
- The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma
2023/05/12 by Dominic LaBella, Maruf Adewole, LaBella, Dominic +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
- 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 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #cs.CV #cs.LG #q-bio.QM #q-bio.TO
- 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
- The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn)
2023/05/15 by Hongwei Li, Gian Marco Conte, Li, Hongwei Bran +125 · 3 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Medical Image Segmentation Techniques
- 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
- Learn-Morph-Infer: a new way of solving the inverse problem for brain tumor modeling
2021/11/07 by Ivan Ezhov, Ezhov, Ivan, Kevin Scibilia +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
- 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
- Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization
2024/09/30 by Michał Balcerak, Balcerak, Michal, Tamaz Amiranashvili +17 · 4 citations
Computer Science · Medicine · #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #Advanced MRI Techniques and Applications
- 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, Nastaran Khalili, Kazerooni, Anahita Fathi +137 · 3 citations
Pharmacology, Toxicology and Pharmaceutics · Medicine · #Chemical Reactions and Isotopes #Radiation Therapy and Dosimetry #Glioma Diagnosis and Treatment
- 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
- 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
- Personalized Predictions of Glioblastoma Infiltration: Mathematical Models, Physics-Informed Neural Networks and Multimodal Scans
2023/11/28 by Ivan Ezhov, Zhang, Ray Zirui, 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
- 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
- Deep Quality Estimation: Creating Surrogate Models for Human Quality Ratings
2022/05/17 by Florian Kofler, Kofler, Florian, Ivan Ezhov +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
- 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
- FedPIDAvg: A PID controller inspired aggregation method for Federated Learning
2023/04/24 by Leon Mächler, Ivan Ezhov, Mächler, Leon +5 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
- MultiOrg: A Multi-rater Organoid-detection Dataset
2024/10/18 by Christina Bukas, Bukas, Christina, Harshavardhan Subramanian +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
- BraTS-PEDs: Results of the Multi-Consortium International Pediatric Brain Tumor Segmentation Challenge 2023
2025/06/26 by Anahita Fathi Kazerooni, Nastaran Khalili, Xinyang Liu +77 · 1 voice · 3 citations
Medicine · #Radiomics and Machine Learning in Medical Imaging #Glioma Diagnosis and Treatment #Medical Imaging Techniques and Applications