PHT-bot: a deep learning based system for automatic risk stratification of COPD patients based upon signs of pulmonary hypertension.
David ChettritOrna Bregman-AmitaiItamar TamirAmir BarEldad ElnekavePublished in: Medical Imaging: Computer-Aided Diagnosis (2019)
Keyphrases
- deep learning
- chronic obstructive pulmonary disease
- risk factors
- blood pressure
- unsupervised learning
- cardiovascular disease
- ct images
- unsupervised feature learning
- machine learning
- clinically relevant
- clinical trials
- risk management
- clinical data
- deep architectures
- risk assessment
- weakly supervised
- lung cancer
- mental models
- multiscale
- feature space