Joint and Long Short-Term Memory Regression of Clinical Scores for Alzheimer's Disease Using Longitudinal Data.
Mengya YangAhmed El-AzabPeng YangZaimin XiaTianfu WangBaiying LeiPublished in: EMBC (2019)
Keyphrases
- disease diagnosis
- recurrent neural networks
- long short term memory
- clinically relevant
- clinical applications
- disease progression
- multiple sclerosis
- clinical practice
- diabetic patients
- clinical studies
- regression model
- bladder cancer
- diagnostic process
- patient groups
- medical doctors
- regression analysis
- physiological processes
- computer aided diagnosis
- cardiovascular disease
- early diagnosis
- clinical data
- linear regression
- neural network
- cancer patients
- biomarker discovery
- dna microarray
- electronic medical record
- support vector regression
- model selection
- regression problems
- medical practice
- computer aided
- chronic obstructive pulmonary disease
- medical experts
- patient data
- statistical significance
- breast cancer
- breast cancer patients
- decision support system
- support vector
- machine learning