Multimodal Machine Learning Combining Facial Images and Clinical Texts Improves Diagnosis of Rare Genetic Diseases.
Da WuJingye YangSteven KleinCong LiuTzung-Chien HsiehPeter KrawitzChunhua WengGholson J. LyonJennifer M. KalishKai WangPublished in: CoRR (2023)
Keyphrases
- facial images
- clinically relevant
- machine learning
- disease diagnosis
- clinical diagnosis
- cardiovascular disease
- diagnostic process
- traditional chinese medicine
- human faces
- face recognition
- medical doctors
- facial expressions
- face detection
- gender classification
- medical diagnostic
- image database
- facial landmarks
- facial expression recognition
- learning algorithm
- data mining
- facial features
- medical diagnosis
- computer vision
- age estimation
- medical practitioners
- decision trees
- early diagnosis
- clinical data
- high resolution images
- face databases
- morphable face model
- heart disease
- medical knowledge
- patient data
- audio visual
- face images
- natural language processing
- training set
- keywords
- three dimensional