EMIDEC: Cardiac MRI Dataset for Myocardial Infarction Segmentation

Processed NIfTI images from the EMIDEC dataset for myocardial infarction assessment. The dataset includes Delayed-Enhancement MRI scans with segmentation labels for the left ventricle, myocardium, infarction, and no-reflow zones. It was uploaded by user viennh2012 to Hugging Face and last updated on 2026-02-16.

Use Cases

• Train segmentation models for left ventricle delineation based on DE-MRI images.
• Develop algorithms for myocardial infarction detection based on labeled pathology regions.
• Validate automated cardiac analysis tools using the provided train/val/test splits.

Strengths

• Dataset is structured for a specific segmentation task with labels for multiple cardiac structures.
• Includes metadata columns such as gender, age, and clinical indicators like diabetes and hypertension.

Limitations

• Row count, file formats, and exact column definitions are unknown, limiting suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.

Provenance

Source

huggingface

Freshness

Last updated 2026-02-16 16:27:20; freshness should be verified.