Deep learning based phenotyping of medical images improves power for gene discovery of complex disease.
Brianna I. FlynnEmily JavanEugenia LinZoe TrutnerKarl KoenigKenoma O. AnighoroEucharist KunAlaukik GuptaTarjinder SinghPrakash JayakumarVagheesh NarasimhanPublished in: npj Digit. Medicine (2023)
Keyphrases
- medical images
- deep learning
- clinical applications
- anatomical structures
- medical image analysis
- medical imaging
- deformable models
- computer aided diagnosis
- unsupervised feature learning
- mr images
- machine learning
- clinical practice
- magnetic resonance
- region of interest
- unsupervised learning
- magnetic resonance images
- imaging modalities
- microarray
- knowledge discovery
- shape prior
- mental models
- image database
- multiscale
- three dimensional
- data mining