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Datasets and challenges summary of the others

Other

Other

Datasets and challenges summary of bone-concerned tasks.

Tasks include classification (C), segmentation (S), detection (D), location (L), characterization (A), imaging (1), registration (2), and curvature estimation (3).

Index Name Year Modality Focus Task
272 KNee OsteoArthritis Prediction Challenge (KNOAP2020) 2020 MRI, X-Ray knee osteoArthritis C    
273 MICCAI 2020 RibFrac Challenge: Rib Fracture Detection and Classification 2020 CT rib fracture detection and classification C   D
274 Spinal Cord MRI Public Database 2020 MRI bone imaging     1
275 VerSe-20: Large Scale Vertebrae Segmentation Challenge 2020 CT vertebra   S  
276 VerSe-19: Large Scale Vertebrae Segmentation Challenge 2019 CT vertebra   S  
277 Pelvic Reference Data 2019 CT pelvic images     2
278 Accurate Automated Spinal Curvature Estimation 2019 X-Ray spinal curvature     3
279 MRNet Dataset 2018 MRI knee C    
280 MURA 2018 X-Ray (Digital) abnormality in musculoskeletal     A
281 xVertSeg Challenge 2016 X-Ray (Digital) fractured vertebrae C S  
282 Computational Methods & Clinical Applications for Spine Imaging 2016 X-Ray intervertebral disc and vertebral fracture C S L
283 Bone Texture Characterization 2014 X-Ray bone crisps C    
284 Spine and Vertebra Segmentation Challenge 2014 X-Ray (Digital) spine   S  
285 SKI 10 2010 MRI cartilage and bone in knee   S  

Datasets and challenges summary of skin-, phantom-, and animal-concerned tasks.

Index Name Year Modality Focus
286 Diabetic Foot Ulcer Challenge 2020 2020 RGB diabetic foot ulcer detection
287 SIIM-ISIC Melanoma Classification 2020 RGB melanoma classification
288 ISIC 2019 Skin Lesion Analysis Towards Melanoma Detection 2019 RGB classification of 9 diseases
289 ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection 2018 RGB lesion segmentation and attribution classification of Melanoma and disease classification
290 ISIC 2017 2017 RGB lesion segmentation and attribution classification of Melanoma and disease classification
291 The MArkerless Lung Target Tracking CHallenge (MATCH) 2020 CT tumor tracking in markerless lung
292 Synthetic and Phantom MR Images for Determining Deformable Image Registration Accuracy (MRI-DIR) 2018 MRI, CT multi-modality registration with phantom
293 CT Phantom Scans for Head, Chest, and Controlled Protocols on 100 Scanners (CC-Radiomics-Phantom-3) 2018 CT phantom in different machine
294 Credence Cartridge Radiomics Phantom CT Scans with Controlled Scanning Approach (CC-Radiomics-Phantom-2) 2018 CT feature variability assessment with phantom
295 Credence Cartridge Radiomics Phantom CT Scans 2017 CT phantom research
296 PET segmentation challenge using a data management and processing infrastructure 2016 PET, CT phantom registration and research
297 ISMRM 2015 Tractography challenge 2015 DWI fiber imaging from phantom
298 RIDER Phantom PET-CT 2015 PET, CT phantom research & registration
299 Mouse_awake_rest 2020 MRI (T2w) mouse brain segmentation
300 Stereo Correspondence and Reconstruction of Endoscopic Data Sub-Challengee 2019 endoscopic depth estimation from endoscopic data
301 MouseLemurAtlas_MRIraw 2019 MRI (T2w) mouse lemur brain image segmentation
302 CPTAC-GBM 2018 CT, MR, etc. Glioblastoma Multiforme
303 BigNeuron 2016 (microscopy) animal neuro reconstruction
304 Apples-CT 2020 CT Apple reconstruction and segmentation
305 QUBIQ 2020 MRI, CT, etc. quantification of uncertainties in biomedical image quantification
306 AnDi: The anomalous diffusion challenge 2020   anomalous diffusion
307 The Open Knowledge-Based Planning Challenge 2020 CT dose distributions predictions
308 Learn2Reg: 2020 MICCAI Registration Challenge 2020 MRI, CT, etc. image registration
309 3D Segmentation of Neurites in EM Images 2013 EM segmentation of neurites
310 Segmentation of neuronal structures in EM stacks 2012 EM segmentation of neuronal structures