Multi-Modality Disease Modeling via Collective Deep Matrix Factorization.

Qi Wang Mengying Sun Liang Zhan Paul Thompson Shuiwang Ji Jiayu Zhou

Published in: KDD (2017)

Keyphrases

matrix factorization
multi modality
multi modal
collaborative filtering
medical images
recommender systems

low rank
factorization methods
missing data
nonnegative matrix factorization
information theoretic
mutual information

image registration
factor analysis
negative matrix factorization
stochastic gradient descent
fully automatic

item recommendation
image denoising
data mining
pattern recognition
machine learning