Kofler, Florian

1. The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa)
   2023/05/30 by Adewole, Maruf, Rudie, Jeffrey D., Gbadamosi, Anu +48 · 15 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
2. The 2024 Brain Tumor Segmentation (BraTS) Challenge: Glioma Segmentation on Post-treatment MRI
   2024/05/28 by de Verdier, Maria Correia, Saluja, Rachit, Gagnon, Louis +82 · 19 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. 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
4. 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
5. The Brain Tumor Sequence Registration (BraTS-Reg) Challenge: Establishing Correspondence Between Pre-Operative and Follow-up MRI Scans of Diffuse Glioma Patients
   2021/12/13 by Baheti, Bhakti, Chakrabarty, Satrajit, Akbari, Hamed +70 · 7 citations
   #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
6. 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
7. 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
8. Common Limitations of Image Processing Metrics:A Picture Story
   2021/04/12 by Annika Reinke, Minu D. Tizabi, Reinke, Annika +124 · 4 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
9. 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
10. 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)
11. Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting
    2024/03/21 by Durrer, Alicia, Wolleb, Julia, Bieder, Florentin +12 · 4 citations
    #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
12. 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
13. BraTS-PEDs: Results of the Multi-Consortium International Pediatric Brain Tumor Segmentation Challenge 2023
    2024/07/11 by Anahita Fathi Kazerooni, Nastaran Khalili, Kazerooni, Anahita Fathi +156 · 4 citations
    Medicine · #Radiomics and Machine Learning in Medical Imaging #Glioma Diagnosis and Treatment #Medical Imaging Techniques and Applications
14. 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)
15. 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
16. 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
17. 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
18. 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
19. QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge
    2024/03/19 by Hongwei Bran, Fernando Navarro, Li, Hongwei Bran +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
20. 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)
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, Kofler, Florian, Marcel Rosier +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. Analysis of the 2024 BraTS Meningioma Radiotherapy Planning Automated Segmentation Challenge
    2024/05/28 by Dominic LaBella, LaBella, Dominic, Abramova, Valeriia +161 · 1 citation
    Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Medical Imaging and Analysis
24. fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting
    2025/07/17 by Durrer, Alicia, Bieder, Florentin, Friedrich, Paul +3 · 2 citations
    #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
25. ISLES'24: Final Infarct Prediction with Multimodal Imaging and Clinical Data. Where Do We Stand?
    2024/08/20 by de la Rosa, Ezequiel, Su, Ruisheng, Reyes, Mauricio +37 · 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
26. 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