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bigchengkaixin's Projects

attentionmoi icon attentionmoi

A multi-omics integration algorithm architecture based on deep graph representation learning.

confidnet icon confidnet

Addressing Failure Prediction by Learning Model Confidence

dcap icon dcap

DCAP:Integrating multi-omics data with deep learning for predicting cancer prognosis

deepprog icon deepprog

Deep-Learning framework for multi-omic and survival data integration

mofa icon mofa

(MOFA)Multi-Omics Factor Analysis

mofa2 icon mofa2

Multi-Omics Factor Analysis

mogonet icon mogonet

MOGONET (Multi-Omics Graph cOnvolutional NETworks) is a novel multi-omics data integrative analysis framework for classification tasks in biomedical applications.

survclust icon survclust

An outcome weighted supervised clustering algorithm, designed to classify patients according to their molecular as well as time-event or end point of interest data.

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