survival-prediction topic
Brain-Tumor-Segmentation-and-Survival-Prediction-using-Deep-Neural-Networks
Use of state of the art Convolutional neural network architectures including 3D UNet, 3D VNet and 2D UNets for Brain Tumor Segmentation and using segmented image features for Survival Prediction of pa...
Atten_Deep_MIL
Attention-based Deep MIL implementation and application
Patch-GCN
Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021
DLBCL-Morph
DLBCL-Morph dataset containing high resolution tissue microarray scans from 209 DLBCL cases, with geometric features computed using deep learning
deep_cox_mixtures
Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021
Survival-DeepMTS
DeepMTS: Deep Multi-Task Survival model for joint survival prediction and tumor segmentation
Multimodal-autoencoder-for-breast-cancer
Prognostically Relevant Subtypes and Survival Prediction for Breast Cancer Based on Multimodal Genomics Data
random-survival-forest
A Random Survival Forest implementation for python inspired by Ishwaran et al. - Easily understandable, adaptable and extendable.
VAECox
ISMB 2020: Improved survival analysis by learning shared genomic information from pan-cancer data
cancer-phylogenetics-prognostic-prediction
Improving Personalized Prediction of Cancer Prognoses with Clonal Evolution Models