| auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data | Apr 15, 2022 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 2 | 5 |
| Interpretable machine learning for time-to-event prediction in medicine and healthcare | Mar 17, 2023 | Decision MakingFeature Importance | CodeCode Available | 1 | 5 |
| Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning | Aug 1, 2020 | Accident AnticipationActivity Prediction | CodeCode Available | 1 | 5 |
| SurvSHAP(t): Time-dependent explanations of machine learning survival models | Aug 23, 2022 | PredictionTime-to-Event Prediction | CodeCode Available | 1 | 5 |
| A Deep Variational Approach to Clustering Survival Data | Jun 10, 2021 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing Risks | Mar 2, 2020 | Representation LearningSurvival Analysis | CodeCode Available | 1 | 5 |
| An Introduction to Deep Survival Analysis Models for Predicting Time-to-Event Outcomes | Oct 1, 2024 | FairnessSurvival Analysis | CodeCode Available | 1 | 5 |
| A copula-based boosting model for time-to-event prediction with dependent censoring | Oct 10, 2022 | Time-to-Event Prediction | CodeCode Available | 0 | 5 |
| Neural Topic Models with Survival Supervision: Jointly Predicting Time-to-Event Outcomes and Learning How Clinical Features Relate | Jul 15, 2020 | Survival AnalysisTime-to-Event Prediction | CodeCode Available | 0 | 5 |
| Time-to-Event Prediction with Neural Networks and Cox Regression | Jul 1, 2019 | regressionSurvival Analysis | CodeCode Available | 0 | 5 |
