MICCAI registered challenges


Similar to how clinical trials have to be registered before starting, the complete design of accepted MICCAI challenges will be put online before the challenges take place. Changes to the design (e.g. to the metrics or ranking schemes applied) must be well-justified and officially be registered online (as a new version of the challenge design). Registering challenges is a big step towards higher quality challenges. It not only has the potential to lead to more thoughtful challenge designs but also provides all the information necessary for challenge participants. Furthermore, all changes will be transparent to the community, ensuring increased quality control. Below, the registered challenges are listed.

MICCAI 2020

Challenge name

Acronym

DOI

2nd Retinal Fundus Glaucoma Challenge REFUGE2 10.5281/zenodo.3714946
3D Head and Neck Tumor Segmentation in PET/CT HECKTOR 10.5281/zenodo.3714956
Anatomical Brain Barriers to Cancer Spread: Segmentation from CT and MR images ABCs 10.5281/zenodo.3714981
Automated Segmentation of Coronary Arteries ASOCA 10.5281/zenodo.3714985
Automatic Evaluation of Mycardial Infarction from Delayed-Enhancement Cardiac MRI EMIDEC 10.5281/zenodo.3714997
Automatic Lung Cancer Detection and Classification in Whole-slide Histopathology ACDC@LungHP 10.5281/zenodo.3715000
Automatic Structure Segmentation for Radiotherapy Planning Challenge 2020 (Challenge withdrawn due to COVID-19 pandemic situation) StructSeg 2020 10.5281/zenodo.3718884
Cerebral Aneurysm Detection and Analysis CADA 10.5281/zenodo.3715011
Computational Precision Medicine Challenge on Brain Tumor Classification 2020 CPM-RadPath 10.5281/zenodo.3718893
Diabetic Foot Ulcers Grand Challenge 2020 DFUC 2020 10.5281/zenodo.3715015
Endoscopic Vision Challenge 2020 EndoVis 10.5281/zenodo.3715645
International Skin Imaging Collaboration Challenge: Using Dermoscopic Image Context to Diagnose Melanoma ISIC 2020 10.5281/zenodo.3715749
Intracranial Aneurysm Detection and Segmentation Challenge ADAM 10.5281/zenodo.3715847
Large Scale Vertebrae Segmentation Challenge VerSe'20 10.5281/zenodo.3715865
Learn2Reg - The Challenge L2R 10.5281/zenodo.3715651
Medical Out-of-Distribution Analysis Challenge MOOD 10.5281/zenodo.3715869
MICCAI Brain Tumor Segmentation (BraTS) 2020 Benchmark: "Prediction of Survival and Pseudoprogression"  BraTS 2020 10.5281/zenodo.3718903
Multi-Centre, Multi-Vendor & Multi-Disease Cardiac Image Segmentation Challenge M&Ms 10.5281/zenodo.3715889
Multi-sequence CMR based Mycardial Pathology Segmentation Challenge MyoPS 2020 10.5281/zenodo.3715931
Quantification of Uncertainties in Biomedical Image Quantification QUBIQ 10.5281/zenodo.3718911
Rib Fracture Detecion and Classification Challenge RibFrac 10.5281/zenodo.3715933 
Super-resolution of Multi Dimensional Diffusion MRI Data SuperMUDI2020 10.5281/zenodo.3718989
The PANDA challenge: Prostate cANcer Detection Assessment using Gleason Grading of prostate biopsies PANDA 10.5281/zenodo.3715937
Thyroid Nodule Segmentation and Classification in Ultrasound Images TN-SCUI2020 10.5281/zenodo.3715941
Towards the Automatization of Cranial Implant Design in Cranioplasty AutoImplant 10.5281/zenodo.3715952

 

MICCAI 2021

Challenge name

Acronym

DOI

2021 Kidney and Kidney Tumor Segmentation KiTS21 10.5281/zenodo.3714971
Brain MRI reconstruction challenge with realistic noise RealNoiseMRI 10.5281/zenodo.4572639
Cross-Modality Domain Adaptation for Medical Image Segmentation crossMoDA 10.5281/zenodo.4573118
Deep Generative Model Challenge for Domain Adaptation in Surgery 2021 AdaptOR 2021 10.5281/zenodo.4572678
Diabetic Foot Ulcers Grand Challenge 2021 DFUC 2021 10.5281/zenodo.3715019
Endoscopic Vision Challenge 2021 EndoVis 10.5281/zenodo.4572972
Diffusion-Simulated Connectivity Challenge DisCo 10.5281/zenodo.4572682
Fast and Low GPU Memory Abdominal Organ Segmentation in CT FLARE21 10.5281/zenodo.4573114
Federated Tumor Segmentation FeTS 10.5281/zenodo.4573127
Fetal Brain Tissue Annotation and Segmentation Challenge FeTA 10.5281/zenodo.4573143
HEad and neCK TumOR segmentation in 3D PET/CT images HECKTOR 10.5281/zenodo.4573154
Learn2Reg - The Challenge (2021) L2R 10.5281/zenodo.4573967
Medical Out-of-Distribution Analysis Challenge 2021 MOOD 10.5281/zenodo.4573947
MItosis DOmain Generalization Challenge 2021 MIDOG 10.5281/zenodo.4573977
Multi-Disease, Multi-View & Multi-Center Right Ventricular Segmentation in Cardiac MRI (M&Ms-2) M&Ms-2 10.5281/zenodo.4573983
Quantification of Uncertainties in Biomedical Image Quantification 2021 QUBIQ 2021 10.5281/zenodo.4575203
RSNA-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2021 BraTS2021 10.5281/zenodo.4575161
SARAS challenge for Multi-domain Endoscopic Surgeon Action Detection SARAS-MESAD 10.5281/zenodo.4575196
Towards the Automatization of Cranial Implant Design in Cranioplasty: 2nd MICCAI Challenge on Automatic Cranial Implant Design AutoImplant 2021 10.5281/zenodo.4573985
VAscular Lesions DetectiOn Where is VALDO 10.5281/zenodo.3715641

MICCAI 2022

Organizing a challenge based on an accepted challenge proposal may be time-consuming, especially when large-scale data annotation is necessary. To address the traditionally tight schedule between MICCAI challenge acceptance and organization, we offered an early review of MICCAI 2022 challenge proposals in the call for MICCAI 2021 challenges. Organizers interested to organize a challenge in 2022 were able to receive an early acceptance that leaves time for careful preparation of the challenge. Only convincing challenge proposals were accepted in this round. Other challenges were asked to resubmit in the next call for challenges.

Challenge name

Acronym

DOI

3D Teeth Scan Segmentation and Labelling Challenge 3DTeethSeg22 10.5281/zenodo.4575210
Baby Steps BabySteps 10.5281/zenodo.4575215
Diabetic Foot Ulcers Grand Challenge 2022 DFUC2022 10.5281/zenodo.4575227
Whole-heart and Great Vessel Segmentation from 3D Cardiovascular Magnetic Resonance Images in Congenital Heart Disease (Part II) HVSMR-II 10.5281/zenodo.4575237

 

MICCAI endorsed events

The number of submitted challenge proposals is steadily increasing. Due to limited room capacities, not every interesting challenge can be accepted for an ongoing MICCAI event. Therefore, we decided to accept challenges as MICCAI endorsed online-only events, which are not bounded to a specific conference, but organized under the MICCAI umbrella.

Challenge name

Acronym

DOI

Carotid Vessel Wall Segmentation Challenge AutoCarS 10.5281/zenodo.4575300
Foot Ulcer Segmentation Challenge 2021 FU Seg 10.5281/zenodo.4575313
Multiple sclerosis new lesions segmentation challenge MSSEG-II 10.5281/zenodo.4575408
PAIP2021: Perineural Invasion in Multiple Organ Cancer (Colon, Prostate, and Pancreatobiliary tract) PAIP2021 10.5281/zenodo.4575423