X-ray age

• Predict biological age from frontal CXR image.

supported file type

• jpeg
• png

usage

• Download pre-trained model
  • https://riken-share.box.com/s/pe202pcmhx7idymve2x3xfu7nu6gfbrt

python predict.py path_to_cxr_image

TorchXRayVision

• X-ray age model is also available in TorchXRayVision. (Thanks Joseph Paul Cohen)

requirements

• Python3 (3.8.5)
• Pytorch (1.4.0)
• Torchvision (0.5.0)
• Fastai (1.0.61)

Citation

Please cite this paper

• Ieki, H., Ito, K., et al. "Deep learning-based age estimation from chest X-rays indicates cardiovascular prognosis." Communications Medicine 2, 159 (2022). https://doi.org/10.1038/s43856-022-00220-6