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17 search results found

Lifelines ⭐ 2,227

Survival analysis in Python

Fast Best-Subset Selection Library

Explainable Machine Learning in Survival Analysis

Survshap ⭐ 65

SurvSHAP(t): Time-dependent explanations of machine learning survival models

Survival.jl ⭐ 65

Survival analysis in Julia

Tfdeepsurv ⭐ 52

COX Proportional risk model and survival analysis implemented by tensorflow.

Prediction_performance_survival ⭐ 22

Code repository for the manuscript: 'Assessing performance in prediction models with survival outcomes: practical guidance for Cox proportional hazards models' (published in Annals of Internal Medicine)

Deep_cox_mixtures ⭐ 20

Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021

Heart Failure Condition And Survival Analysis ⭐ 15

Perform a survival analysis based on the time-to-event (death event) for the subjects. Compare machine learning models to assess the likelihood of a death by heart failure condition. This can be used to help hospitals in assessing the severity of patients with cardiovascular diseases and heart failure condition.

Genesurv ⭐ 10

geneSurv: an interactive web-based tool for survival analysis in genomics research

snpnet - Efficient Lasso Solver for Large-scale genetic variant data

psfmi: Predictor Selection Functions for Logistic and Cox regression models in multiply imputed datasets

Survutils ⭐ 8

Survival analysis utility functions using functional programming principals

Awesome Survival Analysis ⭐ 5

Resources for Survival Analysis

Stat Tests ⭐ 5

A 30+ node flowchart for selecting the right statistical test for evaluating experimental data.

ISMB 2020: Improved survival analysis by learning shared genomic information from pan-cancer data

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