activity
20122019
most citedIncorporating Biological Knowledge with Factor Graph Neural Network for Interpretable Deep Learning

11 citations · 11 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2018

Multi-view Factorization AutoEncoder with Network Constraints for Multi-omic Integrative Analysis

Tianle Ma, Aidong Zhang

Multi-omic data provides multiple views of the same patients. Integrative analysis of multi-omic data is crucial to elucidate the molecular underpinning of disease etiology. Howeve…

cs.LG2018

AffinityNet: semi-supervised few-shot learning for disease type prediction

Tianle Ma, Aidong Zhang

While deep learning has achieved great success in computer vision and many other fields, currently it does not work very well on patient genomic data with the "big p, small N" prob…