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cancer-prognosis's Projects

4dsurvival icon 4dsurvival

Deep learning cardiac motion analysis for survival prediction

advmil icon advmil

The implementation of Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images

dcap icon dcap

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

dearcascadedwx icon dearcascadedwx

Public codes for Cascaded Wx algorithm to select genes relative with patients survivals.

deepprog icon deepprog

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

deepsurv icon deepsurv

DeepSurv is a deep learning approach to survival analysis.

gdp icon gdp

Group lasso based Deep Neural Network for Cancer Prognosis

monti icon monti

MONTI is a tool for analyzing large multi-omics cancer cohort data in association with clinical featuers

pc-chip icon pc-chip

Pan-cancer computational histopathology reveals mutations, tumor composition and prognosis

pycox icon pycox

Survival analysis with PyTorch

salmon icon salmon

SALMON: Survival Analysis Learning with Multi-Omics Neural Networks

wsisia_ icon wsisia_

implement "WSISA: Making Survival Prediction from Whole Slide Histopathological Images"

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