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medical_data:multitask_transfer_data

Brain MRI Tasks and Datasets

Public Datasets

This page includes MRI datasets that have been collected so far. The datasets are grouped by types of tasks.

Tasks

Task Level Task Name Related Datasets
Low Denoising
Registration
Super-resolution
Reconstruction
Mid Ischemic Stroke Lesion Segmentation
Cerebal microbleeds detection
Multimodal Brain Tumor Image Segmentation
MR Brain Image Segmentation
cardiac MR Left Ventricle (LV) segmentation
High Schizophrenia classification
Alzheimer’s disease classification
Brain activity classification
Attention Deficit Hyperactivity Disorder

Segmentation

  1. Grand Challenge on MR Brain Segmentation at MICCAI 2018
  2. MICCAI Grand Challenge: Neonatal Brain Segmentation 2012 (NeoBrainS12)
  3. MRBrainS13: Evaluation framework for MR Brain Image Segmentation

Ungrouped

  1. Open Access Series of Imaging Studies (OASIS)
  2. The Mind Clinical Imaging Consortium (MCIC): A Multisite MRI Study of Schizophrenia
  3. Parkinson’s Progression Markers Initiative (PPMI)
  4. Harvard Aging Brain Study (HABS)
  5. BraTS (unofficial)
  6. CANDI Neuroimaging Access Point
  7. A summary from Zhihu
  8. A summary from Wiki

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medical_data/multitask_transfer_data.txt · Last modified: 2021/07/12 08:22 by yang