DeepSTEMI

Prediction Objective:

2-Year MACE Event Probability Prediction from Multi-Sequence Cardiac Magnetic Resonance

File Format Requirements:

Image: JPG(.jpg)/PNG(.png). DICOM/NII images need to be converted into JPG/PNG format before being uploaded.

Table: Excel file, xls/xlsx

File Preparation:

• Make a parent-folder with 4 required child-folders (all in lower case):
• cine : images from the CINE sequence (For the cine images, group 30 frames as one slice.)
• lge : images from the LGE sequence
• t2 : images from the T2 sequence
• tab : table of case information (Excel .xlsx file), including 5 required columns:
  1. name
  2. age
  3. sex : 0 for female, 1 for male
  4. grace
  5. killip
• The filenames of the images should be numbered sequentially, such as
  • 093-img-00012-00241.jpg
  • 093-img-00012-00242.jpg
  • 093-img-00012-00243.jpg
  • 093-img-00012-00244.jpg
  • 093-img-00012-00245.jpg
• Compress the parent-folder into a zip file before uploading.
• Here is an example for demonstration:
  1. Download the demo1.zip.
  2. If the default name of downloaded file is _static_gbdt_file_demo1.zip, unzip the download file.
  3. You will get a demo1 directory with 4 sub-directories metioned above.
  4. Zip the demo1 directory into a zip file like demo1.zip before upload it.
  5. Please upload the zip file and perform subsequent operations as instructed below.