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

Python 86 24 Updated Dec 20, 2023

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

Python 178 58 Updated Mar 31, 2021

Group lasso based Deep Neural Network for Cancer Prognosis

Python 15 10 Updated Nov 15, 2019

Identification of subgroups in pan-cancer samples using machine learning (ML) techniques on multi-omics data.

Python 1 Updated Sep 27, 2022

a deep learning approach for integrative cancer subtyping of multi-omics data

C++ 40 16 Updated May 5, 2024