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Menze, Bjoern

  1. The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification
    2021/07/05 by Ujjwal Baid, Satyam Ghodasara, Baid, Ujjwal +141 · 68 citations
    Medicine · #Radiomics and Machine Learning in Medical Imaging #Glioma Diagnosis and Treatment #Medical Imaging Techniques and Applications
  2. A large annotated medical image dataset for the development and evaluation of segmentation algorithms
    2019/02/25 by Amber L. Simpson, Michela Antonelli, Simpson, Amber L. +45 · 63 citations
    Medicine · Computer Science · #COVID-19 diagnosis using AI #Advanced Neural Network Applications #Radiomics and Machine Learning in Medical Imaging
  3. Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
    2018/11/05 by Bakas, Spyridon, Reyes, Mauricio, Jakab, Andras +421 · 42 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  4. Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography
    2024/03/26 by Hamamci, Ibrahim Ethem, Er, Sezgin, Wang, Chenyu +27 · 37 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. 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 · 20 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. CT2Rep: Automated Radiology Report Generation for 3D Medical Imaging
    2024/03/11 by İbrahim Ethem Hamamcı, Hamamci, Ibrahim Ethem, Sezgin Er +3 · 18 citations
    Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  7. 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
  8. GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes
    2023/05/25 by Hamamci, Ibrahim Ethem, Er, Sezgin, Sekuboyina, Anjany +13 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. 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
  10. 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 · 12 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #cs.CV #cs.LG #q-bio.QM #q-bio.TO
  11. 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
  12. Topologically faithful image segmentation via induced matching of persistence barcodes
    2022/11/28 by Nico Stucki, Stucki, Nico, Johannes C. Paetzold +7 · 6 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
  13. The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)
    2023/05/26 by Anahita Fathi Kazerooni, Nastaran Khalili, Kazerooni, Anahita Fathi +132 · 6 citations
    Medicine · #Glioma Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #Radiation Therapy and Dosimetry
  14. Common Limitations of Image Processing Metrics:A Picture Story
    2021/04/12 by Annika Reinke, Reinke, Annika, Minu D. Tizabi +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
  15. MultiMedEval: A Benchmark and a Toolkit for Evaluating Medical Vision-Language Models
    2024/02/14 by Corentin Royer, Royer, Corentin, Bjoern Menze +3 · 6 citations
    Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
    2023/08/30 by Li, Jianning, Zhou, Zongwei, Yang, Jiancheng +154 · 5 citations
    #68T01 #Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. A Computed Tomography Vertebral Segmentation Dataset with Anatomical Variations and Multi-Vendor Scanner Data
    2021/03/10 by Liebl, Hans, Schinz, David, Sekuboyina, Anjany +13 · 3 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
  18. 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)
  19. Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling
    2025/04/14 by Michał Balcerak, Michal Balcerak, Tamaz Amiranashvili +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
  20. Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks
    2017/02/20 by Christ, Patrick Ferdinand, Ettlinger, Florian, Grün, Felix +17 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Diffusion-Based Hierarchical Multi-Label Object Detection to Analyze Panoramic Dental X-rays
    2023/03/11 by Hamamci, Ibrahim Ethem, Er, Sezgin, Simsar, Enis +5 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. 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
  23. 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
  24. 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
  25. Face Super-Resolution Guided by 3D Facial Priors
    2020/07/18 by Hu, Xiaobin, Ren, Wenqi, LaMaster, John +5 · 2 citations
    #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
  26. 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)
  27. 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
  28. Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021
    2022/08/15 by Carole H. Sudre, Sudre, Carole H., Kimberlin Van Wijnen +95 · 2 citations
    Neuroscience · Medicine · #Cerebrospinal fluid and hydrocephalus #Intracerebral and Subarachnoid Hemorrhage Research #Fetal and Pediatric Neurological Disorders
  29. Simulation-Based Segmentation of Blood Vessels in Cerebral 3D OCTA Images
    2024/03/11 by Wittmann, Bastian, Glandorf, Lukas, Paetzold, Johannes C. +4 · 3 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
  30. 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
  31. ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations
    2023/01/18 by Prabhakar, Chinmay, Li, Hongwei Bran, Yang, Jiancheng +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. 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
  33. FUNAvg: Federated Uncertainty Weighted Averaging for Datasets with Diverse Labels
    2024/07/10 by Malte Tölle, Fernando Navarro, Tölle, Malte +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification #Statistical and Computational Modeling
  34. Individualizing Glioma Radiotherapy Planning by Optimization of Data and Physics-Informed Discrete Loss
    2023/12/08 by Michał Balcerak, Balcerak, Michal, Jonas Weidner +17 · 3 citations
    Mathematics · #Mathematical Biology Tumor Growth
  35. DENTEX Challenge 2023 Proceedings: Participant Short Papers
    2023/05/30 by Hamamci, Ibrahim Ethem, Sezgin Er, Er, Sezgin +52 · 2 citations
    Computer Science · Dentistry · Engineering · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Dental Radiography and Imaging #FOS: Computer and information sciences #Medical Imaging and Analysis
  36. vesselFM: A Foundation Model for Universal 3D Blood Vessel Segmentation
    2024/11/26 by Bastian Wittmann, Wittmann, Bastian, Yannick Wattenberg +7 · 3 citations
    Computer Science · Engineering · Medicine · #Medical Image Segmentation Techniques #Medical Imaging and Analysis #Retinal Imaging and Analysis
  37. Differential Diagnosis for Pancreatic Cysts in CT Scans Using Densely-Connected Convolutional Networks
    2018/06/04 by Hongwei Li, Li, Hongwei, Kanru Lin +17 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Pancreatic and Hepatic Oncology Research
  38. 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
  39. 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)
  40. The Federated Tumor Segmentation (FeTS) Challenge
    2021/05/12 by Pati, Sarthak, Baid, Ujjwal, Zenk, Maximilian +29 · 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
  41. 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
  42. DeViDe: Faceted medical knowledge for improved medical vision-language pre-training
    2024/04/04 by Luo, Haozhe, Zhou, Ziyu, Royer, Corentin +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  43. 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
  44. 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
  45. 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)
  46. ISLES'24 - A Real-World Longitudinal Multimodal Stroke Dataset
    2024/08/20 by Evamaria Olga Riedel, Ezequiel de la Rosa, Riedel, Evamaria Olga +36 · 2 citations
    Medicine · #Acute Ischemic Stroke Management #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Stroke Rehabilitation and Recovery
  47. Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging
    2025/10/23 by İbrahim Ethem Hamamcı, Sezgin Er, Hamamci, Ibrahim Ethem +17 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Advanced Neural Network Applications
  48. Adversarial Convolutional Networks with Weak Domain-Transfer for Multi-Sequence Cardiac MR Images Segmentation
    2019/08/25 by Jingkun Chen, Chen, Jingkun, Hongwei Li +5 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  49. 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
  50. 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
  51. fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting
    2025/07/17 by Alicia Durrer, Durrer, Alicia, Florentin Bieder +9 · 2 citations
    Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #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
  52. Towards contrast- and pathology-agnostic clinical fetal brain MRI segmentation using SynthSeg
    2025/04/14 by Shang, Ziyao, Kaandorp, Misha, Payette, Kelly +9 · 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
  53. 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
  54. 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
  55. 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