Medical Time Series Classification with Hierarchical Attention-based Temporal Convolutional Networks: A Case Study of Myotonic Dystrophy Diagnosis.
Lei LinBeilei XuWencheng WuTrevor W. RichardsonEdgar A. BernalPublished in: CoRR (2019)
Keyphrases
- medical diagnosis
- medical diagnostic
- critical care
- disease diagnosis
- model based diagnosis
- case study
- diagnostic process
- medical knowledge
- social networks
- diagnostic systems
- model based reasoning
- temporal data
- temporal constraints
- spatio temporal
- cardiovascular disease
- heart disease
- temporal information
- hierarchical structures
- telecommunication networks
- temporal patterns
- medical doctors
- medical practice
- diagnostic tests
- computer networks
- structural model
- hierarchical model
- medical data
- temporal databases
- neural network
- deep learning
- medical practitioners
- dynamic time warping
- medical treatment
- test bed
- space time
- fault diagnosis
- complex networks
- clinical decision support systems
- traditional chinese medicine
- medical domain