Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis
Datasets for Predictive Maintenance
Explainable Machine Learning in Survival Analysis
SurvSHAP(t): Time-dependent explanations of machine learning survival models
Survival analysis in Julia
SurvTRACE: Transformers for Survival Analysis with Competing Events
An interpretable foundation model of the patient clinical timeline: event forecasting, calibrated time-to-event alerts, and concept-level interpretability, benchmarked head-to-head against tuned GBMs, tabular foundation models, and survival baselines on MIMIC-IV, eICU, and GEMINI via the MEDS standard.
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.
Tutorial on survival analysis using TensorFlow.
ICML 2018: "Adversarial Time-to-Event Modeling"
A survival analysis interface for Julia
A probabilistic model to cluster survival data in a variational deep clustering setting
ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification
ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python
Finite-Interval Forecasting Engine: Machine learning models for discrete-time survival analysis and multivariate time series forecasting
ACM CHIL 2020: "Survival Cluster Analysis"
R package for fitting joint models to time-to-event and longitudinal data
Prepare electronic medical record data from the UK Biobank for time-to-event analyses
To associate your repository with the time-to-event topic, visit your repo's landing page and select "manage topics."