{"total":55,"rows":[{"id":"2106.05735","title":"The Medical Segmentation Decathlon","created":"2021-06-10","cited_by_count":628,"area":null},{"id":"2206.01653","title":"Metrics reloaded: Recommendations for image analysis validation","created":"2022-06-03","cited_by_count":195,"area":null},{"id":"2112.04489","title":"Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning","created":"2021-12-08","cited_by_count":125,"area":null},{"id":"2109.14956","title":"Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark","created":"2021-09-30","cited_by_count":60,"area":null},{"id":"2201.02831","title":"CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation","created":"2022-01-08","cited_by_count":58,"area":null},{"id":"2105.05874","title":"The Federated Tumor Segmentation (FeTS) Challenge","created":"2021-05-12","cited_by_count":50,"area":null},{"id":"2308.05862","title":"Unleashing the Strengths of Unlabeled Data in Pan-cancer Abdominal Organ Quantification: the FLARE22 Challenge","created":"2023-08-10","cited_by_count":50,"area":null},{"id":"2201.04138","title":"Overview of the HECKTOR Challenge at MICCAI 2021: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT Images","created":"2022-01-11","cited_by_count":30,"area":null},{"id":"2312.09576","title":"SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma","created":"2023-12-15","cited_by_count":29,"area":null},{"id":"2304.03708","title":"Efficient automatic segmentation for multi-level pulmonary arteries: The PARSE challenge","created":"2023-04-07","cited_by_count":28,"area":null},{"id":"2302.06294","title":"CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection","created":"2023-02-13","cited_by_count":23,"area":null},{"id":"2408.12534","title":"Automatic Organ and Pan-cancer Segmentation in Abdomen CT: the FLARE 2023 Challenge","created":"2024-08-22","cited_by_count":23,"area":null},{"id":"2303.17719","title":"Why is the winner the best?","created":"2023-03-30","cited_by_count":21,"area":null},{"id":"2204.09573","title":"Fetal Brain Tissue Annotation and Segmentation Challenge Results","created":"2022-04-20","cited_by_count":20,"area":null},{"id":"2207.09899","title":"Labeling instructions matter in biomedical image analysis","created":"2022-07-20","cited_by_count":20,"area":null},{"id":"2212.08568","title":"Biomedical image analysis competitions: The state of current participation practice","created":"2022-12-16","cited_by_count":20,"area":null},{"id":"2307.11261","title":"SimCol3D -- 3D Reconstruction during Colonoscopy Challenge","created":"2023-07-20","cited_by_count":19,"area":null},{"id":"2206.06657","title":"The Open Kidney Ultrasound Data Set","created":"2022-06-14","cited_by_count":18,"area":null},{"id":"2311.06956","title":"SegReg: Segmenting OARs by Registering MR Images and CT Annotations","created":"2023-11-12","cited_by_count":16,"area":null},{"id":"2102.13644","title":"Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge","created":"2021-02-26","cited_by_count":14,"area":null},{"id":"2208.07167","title":"Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021","created":"2022-08-15","cited_by_count":14,"area":null},{"id":"2402.09372","title":"Deep Rib Fracture Instance Segmentation and Classification from CT on the RibFrac Challenge","created":"2024-02-14","cited_by_count":14,"area":null},{"id":"2312.13752","title":"Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge","created":"2023-12-21","cited_by_count":12,"area":null},{"id":"2409.01184","title":"PitVis-2023 Challenge: Workflow Recognition in videos of Endoscopic Pituitary Surgery","created":"2024-09-02","cited_by_count":10,"area":null},{"id":"2403.19425","title":"A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge","created":"2024-03-28","cited_by_count":8,"area":null},{"id":"2409.10980","title":"PSFHS Challenge Report: Pubic Symphysis and Fetal Head Segmentation from Intrapartum Ultrasound Images","created":"2024-09-17","cited_by_count":8,"area":null},{"id":"2507.16559","title":"Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge","created":"2025-07-22","cited_by_count":8,"area":null},{"id":"2101.00232","title":"Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?","created":"2021-01-01","cited_by_count":7,"area":null},{"id":"2501.02990","title":"SurgRIPE challenge: Benchmark of Surgical Robot Instrument Pose Estimation","created":"2025-01-06","cited_by_count":7,"area":null},{"id":"2212.04448","title":"Objective Surgical Skills Assessment and Tool Localization: Results from the MICCAI 2021 SimSurgSkill Challenge","created":"2022-12-08","cited_by_count":6,"area":null},{"id":"2408.10069","title":"LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification","created":"2024-08-19","cited_by_count":6,"area":null},{"id":"2106.09302","title":"How can we learn (more) from challenges? A statistical approach to driving future algorithm development","created":"2021-06-17","cited_by_count":5,"area":null},{"id":"2304.02389","title":"DRAC: Diabetic Retinopathy Analysis Challenge with Ultra-Wide Optical Coherence Tomography Angiography Images","created":"2023-04-05","cited_by_count":5,"area":null},{"id":"2505.02784","title":"Advances in Automated Fetal Brain MRI Segmentation and Biometry: Insights from the FeTA 2024 Challenge","created":"2025-05-05","cited_by_count":5,"area":null},{"id":"2506.21765","title":"TUS-REC2024: A Challenge to Reconstruct 3D Freehand Ultrasound Without External Tracker","created":"2025-06-26","cited_by_count":4,"area":null},{"id":"2508.09649","title":"The Brain Resection Multimodal Image Registration (ReMIND2Reg) 2025 Challenge","created":"2025-08-13","cited_by_count":3,"area":null},{"id":"2604.11679","title":"Towards Brain MRI Foundation Models for the Clinic: Findings from the FOMO25 Challenge","created":"2026-04-13","cited_by_count":3,"area":null},{"id":"2206.12512","title":"Placental Vessel Segmentation and Registration in Fetoscopy: Literature Review and MICCAI FetReg2021 Challenge Findings","created":"2022-06-24","cited_by_count":2,"area":null},{"id":"2510.24009","title":"Towards the Automatic Segmentation, Modeling and Meshing of the Aortic Vessel Tree from Multicenter Acquisitions: An Overview of the SEG.A. 2023 Segmentation of the Aorta Challenge","created":"2025-10-28","cited_by_count":2,"area":null},{"id":"2402.02928","title":"Instance Segmentation XXL-CT Challenge of a Historic Airplane","created":"2024-02-05","cited_by_count":1,"area":null},{"id":"2409.15834","title":"Deep Learning Techniques for Automatic Lateral X-ray Cephalometric Landmark Detection: Is the Problem Solved?","created":"2024-09-24","cited_by_count":1,"area":null},{"id":"2506.12006","title":"crossMoDA Challenge: Evolution of Cross-Modality Domain Adaptation Techniques for Vestibular Schwannoma and Cochlea Segmentation from 2021 to 2023","created":"2025-06-13","cited_by_count":1,"area":null},{"id":"2507.19165","title":"Extreme Cardiac MRI Analysis under Respiratory Motion: Results of the CMRxMotion Challenge","created":"2025-07-25","cited_by_count":1,"area":null},{"id":"2510.04772","title":"Federated Learning for Surgical Vision in Appendicitis Classification: Results of the FedSurg EndoVis 2024 Challenge","created":"2025-10-06","cited_by_count":1,"area":null},{"id":"2512.17581","title":"Medical Imaging AI Competitions Lack Fairness","created":"2025-12-19","cited_by_count":1,"area":null},{"id":"2601.15572","title":"FUGC: Benchmarking Semi-Supervised Learning Methods for Cervical Segmentation","created":"2026-01-22","cited_by_count":1,"area":null},{"id":"2602.12922","title":"Beyond Benchmarks of IUGC: Rethinking Requirements of Deep Learning Methods for Intrapartum Ultrasound Biometry from Fetal Ultrasound Videos","created":"2026-02-13","cited_by_count":1,"area":null},{"id":"2605.16572","title":"TriALS: Triphasic-Aided Liver Lesion Segmentation Benchmark in Non-Contrast CT","created":"2026-05-15","cited_by_count":1,"area":null},{"id":"2301.09985","title":"Navigating the reporting guideline environment for computational pathology: A review","created":"2023-01-03","cited_by_count":0,"area":null},{"id":"2410.17502","title":"Bilateral Hippocampi Segmentation in Low Field MRIs Using Mutual Feature Learning via Dual-Views","created":"2024-10-23","cited_by_count":0,"area":null},{"id":"2509.09153","title":"OCELOT 2023: Cell Detection from Cell-Tissue Interaction Challenge","created":"2025-09-11","cited_by_count":0,"area":null},{"id":"2512.18197","title":"Standardized Evaluation of Automatic Methods for Perivascular Spaces Segmentation in MRI -- MICCAI 2024 Challenge Results","created":"2025-12-20","cited_by_count":0,"area":null},{"id":"2608.21497","title":"CHIMERA Challenge: Biochemical Recurrence Prediction in Prostate Cancer Patients using multimodal datasets","created":"2026-08-21","cited_by_count":0,"area":null},{"id":"2609.20562","title":"A Dual-Stream Regulated Reconstruction and Segmentation Network with Hierarchical Artifact-Prior Modeling for Ultra-Low-Field Pediatric Neuroimaging","created":"2026-09-17","cited_by_count":0,"area":null},{"id":"2609.28610","title":"UltraBench 2: Towards Robust Evaluation of Vision Foundation Models on Ultrasound","created":"2026-09-23","cited_by_count":0,"area":null}],"next_cursor":null}