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Auton Survival ⭐ 271

Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events

Survival Analysis Using Deep Learning ⭐ 138

This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis

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

Predictive Maintenance ⭐ 56

Datasets for Predictive Maintenance

Survivalanalysis.jl ⭐ 25

A survival analysis interface for Julia

Survtrace ⭐ 25

SurvTRACE: Transformers for Survival Analysis with Competing Events

Adversarial_time_to_event ⭐ 21

ICML 2018: "Adversarial Time-to-Event Modeling"

Nasa Jet Engine Maintenance ⭐ 19

ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification

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.

Finite-Interval Forecasting Engine: Machine learning models for discrete-time survival analysis and multivariate time series forecasting

R package for fitting joint models to time-to-event and longitudinal data

Analysis of Multivariate Event Times https://kkholst.github.io/mets/

A probabilistic model to cluster survival data in a variational deep clustering setting

Python Profeld ⭐ 10

ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python

Survival Cnn Estimator ⭐ 6

Tutorial on survival analysis using TensorFlow.

Neuralcvd ⭐ 6

🫀 Code for "Neural network-based integration of polygenic and clinical information: Development and validation of a prediction model for 10 year risk of major adverse cardiac events in the UK Biobank cohort" 🫀

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