Modelling Patient Sequences for Rare Disease Detection with Semi-supervised Generative Adversarial Nets.
Kezi YuYunlong WangYong CaiPublished in: AALTD@PKDD/ECML (2019)
Keyphrases
- semi supervised
- generative model
- physiological processes
- unsupervised learning
- emergency department
- detection method
- hidden markov models
- clinical studies
- false positives
- multi view
- multi agent
- anomaly detection
- semi supervised learning
- patient data
- disease progression
- supervised learning
- disease outbreaks
- object detection
- medical data
- clinical trials
- clinical practice
- multiple sclerosis
- chronic obstructive pulmonary disease