Estimation of Clinical Workload and Patient Activity using Deep Learning and Optical Flow.
Thanh Nguyen-DucPeter Y. ChanAndrew TayDavid ChenJohn Tan NguyenJessica LyallMaria De FreitasPublished in: CoRR (2022)
Keyphrases
- deep learning
- optical flow
- patient data
- optical flow estimation
- clinical data
- clinical practice
- medical treatment
- clinical trials
- unsupervised learning
- medical records
- unsupervised feature learning
- medical data
- machine learning
- image sequences
- mental models
- heart disease
- weakly supervised
- restricted boltzmann machine
- deep architectures
- computer vision
- medical images
- pattern recognition