Integration of Domain Knowledge using Medical Knowledge Graph Deep Learning for Cancer Phenotyping.
Mohammed M. AlawadShang GaoMayanka Chandra ShekarS. M. Shamimul HasanJames Blair ChristianXiao-Cheng WuEric B. DurbinJennifer A. DohertyAntoinette StroupLinda CoyleLynne PenberthyGeorgia D. TourassiPublished in: CoRR (2021)
Keyphrases
- deep learning
- medical knowledge
- domain knowledge
- knowledge sources
- medical diagnosis
- unsupervised feature learning
- knowledge based systems
- clinical data
- unsupervised learning
- semi automatic
- machine learning
- clinical practice
- prior knowledge
- weakly supervised
- domain experts
- mental models
- case base
- databases
- graph structure
- knowledge acquisition
- object detection
- case based reasoning
- data sets
- pattern recognition
- reinforcement learning
- medical images
- object class
- domain specific
- training data
- image registration
- image analysis