A Deep Learning Approach for Abnormality Detection in Lower Extremity Radiographs
Maya Varma, Mandy Lu, Rachel Gardner, Nishith Khandwala, Pranav Rajpurkar, Jared Dunnmon, Jin Long, Christopher Beaulieu, Katie Shpanskaya, Li Fei-Fei, Matthew P. Lungren, and Bhavik N. Patel
Departments of Computer Science, Radiology, and Medicine, Stanford University
This repository contains code associated with our research paper, A Deep Learning Approach for Abnormality Detection in Lower Extremity Radiographs. To protect patient privacy, our dataset and trained model weights are not included.
- Experimental framework: Stanford University CS230, https://github.com/cs230-stanford/cs230-code-examples
- Grad-Cam generation: Kazuto Nakashima, https://github.com/kazuto1011/grad-cam-pytorch