This is the implementation of the 'VSGRU' model mentioned in our paper 'Automated Radiology Report Generation using Conditioned Transformers'.
Paper link here.
We automatically generate full radiology reports given chest X-ray images from the IU-X-Ray dataset by conditioning a recurrent neural net on the visual and semantic features of the image.
To cite this paper, please use:
@article{ALFARGHALY2021100557, title = {Automated radiology report generation using conditioned transformers}, journal = {Informatics in Medicine Unlocked}, volume = {24}, pages = {100557}, year = {2021}, issn = {2352-9148}, doi = {https://doi.org/10.1016/j.imu.2021.100557}, url = {https://www.sciencedirect.com/science/article/pii/S2352914821000472}, author = {Omar Alfarghaly and Rana Khaled and Abeer Elkorany and Maha Helal and Aly Fahmy} }