Deep Orthogonal Fusion: Multimodal Prognostic Biomarker Discovery Integrating Radiology, Pathology, Genomic, and Clinical Data.
Nathaniel BramanJacob W. H. GordonEmery T. GoossensCaleb WillisMartin C. StumpeJagadish VenkataramanPublished in: CoRR (2021)
Keyphrases
- clinical data
- medical data
- high throughput
- biomarker discovery
- mass spectrometry data
- patient data
- statistical analysis
- medical images
- raw data
- related genes
- knowledge discovery
- data sources
- clinical information
- survival data
- mr images
- traditional chinese medicine
- cancer patients
- sequence data
- genomic data
- domain experts
- biological data
- patient records
- real world
- early detection
- microarray
- domain knowledge
- high dimensional