Grand Challenge

A platform for end-to-end development of machine learning solutions in biomedical imaging.

111,000+ users
378  challenges
5,146  algorithms
FuseMyCells logo
Fuse My Cells: From Single View to Fused Multiview Lightsheet Im
Challenge completed
136 37 April 14, 2025
LUNA25 logo
The LUNA25 Challenge
Accepting submissions
303 4 2024
PUMA logo
PUMA: Panoptic segmentation of nUclei and tissue in MelanomA
Challenge completed
346 223  Article 2024
DRAGON logo
Diagnostic Report Analysis: General Optimization of NLP
Accepting submissions for Synthetic (federated)
90 58 2023
DataScientX (N. Debs, A. Routier, et al.; France) algorithm trained on PI-CAI: Private and Public Training Dataset Logo
DataScientX (N. Debs, A. Routier, et al.; France) algorithm trained on PI-CAI: Private and Public Training Dataset
Deep learning to estimate pulmonary nodule malignancy risk using a current and a prior CT image Logo
Deep learning to estimate pulmonary nodule malignancy risk using a current and a prior CT image
Pancreatic Ductal Adenocarcinoma Detection in CT Logo
Pancreatic Ductal Adenocarcinoma Detection in CT
Lung nodule detection for routine clinical CT scans Logo
Lung nodule detection for routine clinical CT scans

Features

Manage Your Data

  • Upload medical imaging data easily and securely
  • Control who has access to the data
  • View data with our globally available browser-based workstations
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Train Expert Annotators

  • Create sets of questions that users must answer about a dataset
  • Invite clinical experts take part in the training
  • Deliver immediate feedback on performance
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Gather Annotations

  • Create your own set of questions for your dataset
  • Customise the hanging protocols and overlays
  • Use our intuitive workstations to view and report the images
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Benchmark Algorithms

  • Manage your annotated training, test and validation data sets
  • Gather machine learning solutions for your clinical question
  • Objectively assess the performance of algorithms
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Deploy Your Algorithms

  • Upload algorithm container images
  • Manage access for clinical and non-clinical researchers
  • Upload data for execution by your algorithm on our infrastructure
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