A Novel Deep Learning Pipeline to Analyze Temporal Clinical Data.
Terri Elizabeth WorkmanMichael HireziEduardo Trujillo-RiveraAnita K. PatelJulia A. HeneghanJames E. BostQing Zeng-TreitlerMurray PollackPublished in: IEEE BigData (2018)
Keyphrases
- clinical data
- deep learning
- clinical information
- patient data
- medical data
- temporal abstractions
- unsupervised learning
- machine learning
- raw data
- statistical analysis
- unsupervised feature learning
- mental models
- data sets
- temporal data
- knowledge discovery
- temporal information
- temporal constraints
- mr images
- domain experts
- data sources
- computer vision
- temporal patterns
- decision support system
- object recognition
- decision making
- databases