Deep learning predicts hip fracture using confounding patient and healthcare variables.
Marcus A. BadgeleyJohn R. ZechLuke Oakden-RaynerBenjamin S. GlicksbergManway LiuWilliam GaleMichael V. McConnellBethany PerchaThomas M. SnyderJoel T. DudleyPublished in: npj Digit. Medicine (2019)
Keyphrases
- deep learning
- electronic health records
- unsupervised learning
- clinical trials
- machine learning
- unsupervised feature learning
- patient care
- mental models
- healthcare delivery
- home care
- health care
- x ray
- patient data
- deep architectures
- medical records
- weakly supervised
- medical data
- clinical data
- object detection
- computer vision