Databases

General description

The training database is composed of 100 patients as follows:

  • 20 healthy patients;
  • 20 patients with previous myocardial infarction;
  • 20 patients with dilated cardiomyopathy;
  • 20 patients with an hypertrophic cardiomyopathy;
  • 20 patients with abnormal right ventricle;

For all these data, the corresponding manual references given by one clinical expert along with additional information on the patient (age, weight, height and diastolic-systolic phase instants) are also provided to the participants.

Please refer to this citation for any use of the ACDC database

  • O. Bernard, A. Lalande, C. Zotti, F. Cervenansky, et al.
    "Deep Learning Techniques for Automatic MRI Cardiac Multi-structures Segmentation and
    Diagnosis: Is the Problem Solved ?" in IEEE Transactions on Medical Imaging,
    vol. 37, no. 11, pp. 2514-2525, Nov. 2018

    doi: 10.1109/TMI.2018.2837502