README.md
In mbadge/hipsMultimodal: Analysis of MSH Hip Data

Deep Learning Hip Fracture (using Confounders)

This repo contains code used to investigate the interplay between deep learning representations of hips radiographs with abstracted patient, disease (fracture), and healthcare process variables (e.g., which scanner was used to acquire the radiograph).

multimodal network schematic

Deep learning predicts hip fracture using confounding patient and healthcare variables

Badgeley MA, Zech JR, Oakden-Rayner L, Glicksberg BS, Liu M, Gale W, et al. Deep learning predicts hip fracture using confounding patient and healthcare variables. npj Digital Medicine. 2019;2: 31.