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: CVPR Workshops (2019)
Keyphrases
- accurate classifiers
- medical diagnosis
- medical diagnostic
- medical knowledge
- diagnostic systems
- temporal reasoning
- disease diagnosis
- diagnostic tests
- diagnostic process
- spatio temporal
- temporal data
- social networks
- critical care
- fault diagnosis
- coarse to fine
- test bed
- temporal constraints
- medical images
- temporal relations
- medical doctors
- medical decision making
- model based diagnosis
- deep learning
- temporal patterns
- temporal information
- spatial and temporal
- complex systems
- case study
- restricted boltzmann machine
- hierarchical models
- medical domain
- expert systems