Feature Extraction and Visualization of Respiratory Therapist Notes for Pediatric Long-Term Ventilator Dependent Patients.
Nathan M. PajorLindsay NickelsEzra EdgertonDanny T. Y. WuDan T. BenscoterJames J. LeePublished in: VAHC (2020)
Keyphrases
- long term
- feature extraction
- intensive care units
- intensive care unit
- short term
- data visualization
- image processing
- pattern classification
- patient data
- image classification
- preprocessing
- clinical data
- principal component analysis
- feature vectors
- acute coronary syndrome
- data analysis
- wavelet transform
- surgical procedures
- self organizing maps
- medical data
- clinical decision support systems
- face recognition
- monitoring system
- decision support system
- frequency domain
- support vector machine svm
- feature space
- dimensionality reduction
- patient records
- medical knowledge
- extracted features
- texture features
- dimension reduction
- motion compensation
- feature set
- vital signs
- emergency department
- short term and long term
- physiological parameters