Datasets and challenges summary of the others
===========================================================


.. figure:: figures/other.png
    :alt: 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) <https://knoap2020.grand-challenge.org/>`_                   | 2020     | MRI, X-Ray      | knee osteoArthritis                        | C        |     |     |
+-----------+--------------------------------------------------------------------------------------------------------------------+----------+-----------------+--------------------------------------------+----------+-----+-----+
| 273       | `MICCAI 2020 RibFrac Challenge: Rib Fracture Detection and Classification <https://ribfrac.grand-challenge.org/>`_ | 2020     | CT              | rib fracture detection and classification  | C        |     | D   |
+-----------+--------------------------------------------------------------------------------------------------------------------+----------+-----------------+--------------------------------------------+----------+-----+-----+
| 274       | `Spinal Cord MRI Public Database <https://openneuro.org/datasets/ds002900>`_                                       | 2020     | MRI             | bone imaging                               |          |     | 1   |
+-----------+--------------------------------------------------------------------------------------------------------------------+----------+-----------------+--------------------------------------------+----------+-----+-----+
| 275       | `VerSe-20: Large Scale Vertebrae Segmentation Challenge <https://verse2019.grand-challenge.org/>`_                 | 2020     | CT              | vertebra                                   |          | S   |     |
+-----------+--------------------------------------------------------------------------------------------------------------------+----------+-----------------+--------------------------------------------+----------+-----+-----+
| 276       | `VerSe-19: Large Scale Vertebrae Segmentation Challenge <https://verse2019.grand-challenge.org/>`_                 | 2019     | CT              | vertebra                                   |          | S   |     |
+-----------+--------------------------------------------------------------------------------------------------------------------+----------+-----------------+--------------------------------------------+----------+-----+-----+
| 277       | `Pelvic Reference Data <https://wiki.cancerimagingarchive.net/display/Public/Pelvic+Reference+Data>`_              | 2019     | CT              | pelvic images                              |          |     | 2   |
+-----------+--------------------------------------------------------------------------------------------------------------------+----------+-----------------+--------------------------------------------+----------+-----+-----+
| 278       | `Accurate Automated Spinal Curvature Estimation <https://aasce19.grand-challenge.org/>`_                           | 2019     | X-Ray           | spinal curvature                           |          |     | 3   |
+-----------+--------------------------------------------------------------------------------------------------------------------+----------+-----------------+--------------------------------------------+----------+-----+-----+
| 279       | `MRNet Dataset <https://stanfordmlgroup.github.io/competitions/mrnet/>`_                                           | 2018     | MRI             | knee                                       | C        |     |     |
+-----------+--------------------------------------------------------------------------------------------------------------------+----------+-----------------+--------------------------------------------+----------+-----+-----+
| 280       | `MURA <https://stanfordmlgroup.github.io/competitions/mura/>`_                                                     | 2018     | X-Ray (Digital) | abnormality in musculoskeletal             |          |     | A   |
+-----------+--------------------------------------------------------------------------------------------------------------------+----------+-----------------+--------------------------------------------+----------+-----+-----+
| 281       | `xVertSeg Challenge <http://lit.fe.uni-lj.si/xVertSeg/>`_                                                          | 2016     | X-Ray (Digital) | fractured vertebrae                        | C        | S   |     |
+-----------+--------------------------------------------------------------------------------------------------------------------+----------+-----------------+--------------------------------------------+----------+-----+-----+
| 282       | `Computational Methods & Clinical Applications for Spine Imaging <https://csi2016.wordpress.com/challenge/>`_      | 2016     | X-Ray           | intervertebral disc and vertebral fracture | C        | S   | L   |
+-----------+--------------------------------------------------------------------------------------------------------------------+----------+-----------------+--------------------------------------------+----------+-----+-----+
| 283       | `Bone Texture Characterization <https://ieeexplore.ieee.org/document/7163803>`_                                    | 2014     | X-Ray           | bone crisps                                | C        |     |     |
+-----------+--------------------------------------------------------------------------------------------------------------------+----------+-----------------+--------------------------------------------+----------+-----+-----+
| 284       | `Spine and Vertebra Segmentation Challenge <http://spineweb.digitalimaginggroup.ca/spineweb/>`_                    | 2014     | X-Ray (Digital) | spine                                      |          | S   |     |
+-----------+--------------------------------------------------------------------------------------------------------------------+----------+-----------------+--------------------------------------------+----------+-----+-----+
| 285       | `SKI 10 <http://www.ski10.org/>`_                                                                                  | 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 <https://dfu2020.grand-challenge.org/>`_                                                                                                              | 2020     | RGB           | diabetic foot ulcer detection                                                             |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 287       | `SIIM-ISIC Melanoma Classification <https://www.kaggle.com/c/siim-isic-melanoma-classification>`_                                                                                         | 2020     | RGB           | melanoma classification                                                                   |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 288       | `ISIC 2019 Skin Lesion Analysis Towards Melanoma Detection <https://challenge2019.isic-archive.com/>`_                                                                                    | 2019     | RGB           | classification of 9 diseases                                                              |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 289       | `ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection <https://challenge2018.isic-archive.com/>`_                                                                                   | 2018     | RGB           | lesion segmentation and attribution classification of Melanoma and disease classification |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 290       | `ISIC 2017 <https://challenge.isic-archive.com/landing/2017>`_                                                                                                                            | 2017     | RGB           | lesion segmentation and attribution classification of Melanoma and disease classification |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 291       | `The MArkerless Lung Target Tracking CHallenge (MATCH) <https://www.aapm.org/GrandChallenge/MATCH/>`_                                                                                     | 2020     | CT            | tumor tracking in markerless lung                                                         |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 292       | `Synthetic and Phantom MR Images for Determining Deformable Image Registration Accuracy (MRI-DIR) <https://wiki.cancerimagingarchive.net/pages/viewpage.action?pageId=37224702>`_         | 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) <https://wiki.cancerimagingarchive.net/pages/viewpage.action?pageId=46334020>`_      | 2018     | CT            | phantom in different machine                                                              |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 294       | `Credence Cartridge Radiomics Phantom CT Scans with Controlled Scanning Approach (CC-Radiomics-Phantom-2) <https://wiki.cancerimagingarchive.net/pages/viewpage.action?pageId=39879218>`_ | 2018     | CT            | feature variability assessment with phantom                                               |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 295       | `Credence Cartridge Radiomics Phantom CT Scans <https://wiki.cancerimagingarchive.net/display/Public/Credence+Cartridge+Radiomics+Phantom+CT+Scans>`_                                     | 2017     | CT            | phantom research                                                                          |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 296       | `PET segmentation challenge using a data management and processing infrastructure <https://portal.fli-iam.irisa.fr/petseg-challenge/overview>`_                                           | 2016     | PET, CT       | phantom registration and research                                                         |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 297       | `ISMRM 2015 Tractography challenge <http://www.tractometer.org/ismrm_2015_challenge/>`_                                                                                                   | 2015     | DWI           | fiber imaging from phantom                                                                |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 298       | `RIDER Phantom PET-CT <https://wiki.cancerimagingarchive.net/display/Public/RIDER+Phantom+PET-CT>`_                                                                                       | 2015     | PET, CT       | phantom research & registration                                                           |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 299       | `Mouse\_awake\_rest <https://openneuro.org/datasets/ds002551/versions/1.0.0>`_                                                                                                            | 2020     | MRI (T2w)     | mouse brain segmentation                                                                  |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 300       | `Stereo Correspondence and Reconstruction of Endoscopic Data Sub-Challengee <https://endovissub2019-scared.grand-challenge.org>`_                                                         | 2019     | endoscopic    | depth estimation from endoscopic data                                                     |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 301       | `MouseLemurAtlas\_MRIraw <https://openneuro.org/datasets/ds001945/versions/1.0.0>`_                                                                                                       | 2019     | MRI (T2w)     | mouse lemur brain image segmentation                                                      |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 302       | `CPTAC-GBM <https://wiki.cancerimagingarchive.net/display/Public/CPTAC-GBM>`_                                                                                                             | 2018     | CT, MR, etc.  | Glioblastoma Multiforme                                                                   |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 303       | `BigNeuron <https://alleninstitute.org/bigneuron/about/>`_                                                                                                                                | 2016     | (microscopy)  | animal neuro reconstruction                                                               |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 304       | `Apples-CT <https://apples-ct.grand-challenge.org/>`_                                                                                                                                     | 2020     | CT            | Apple reconstruction and segmentation                                                     |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 305       | `QUBIQ <https://qubiq.grand-challenge.org/>`_                                                                                                                                             | 2020     | MRI, CT, etc. | quantification of uncertainties in biomedical image quantification                        |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 306       | `AnDi: The anomalous diffusion challenge <https://competitions.codalab.org/competitions/23601>`_                                                                                          | 2020     |               | anomalous diffusion                                                                       |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 307       | `The Open Knowledge-Based Planning Challenge <https://www.aapm.org/GrandChallenge/OpenKBP/>`_                                                                                             | 2020     | CT            | dose distributions predictions                                                            |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 308       | `Learn2Reg: 2020 MICCAI Registration Challenge <https://learn2reg.grand-challenge.org/>`_                                                                                                 | 2020     | MRI, CT, etc. | image registration                                                                        |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 309       | `3D Segmentation of Neurites in EM Images <http://brainiac2.mit.edu/SNEMI3D/>`_                                                                                                           | 2013     | EM            | segmentation of neurites                                                                  |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+
| 310       | `Segmentation of neuronal structures in EM stacks <http://brainiac2.mit.edu/isbi_challenge/>`_                                                                                            | 2012     | EM            | segmentation of neuronal structures                                                       |
+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------+---------------+-------------------------------------------------------------------------------------------+