| 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 |
| A Deep Variational Approach to Clustering Survival Data | Jun 10, 2021 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning | Aug 1, 2020 | Accident AnticipationActivity Prediction | CodeCode Available | 1 | 5 |
| Interpretable machine learning for time-to-event prediction in medicine and healthcare | Mar 17, 2023 | Decision MakingFeature Importance | 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 |
| 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 |
| Towards Flexible Time-to-event Modeling: Optimizing Neural Networks via Rank Regression | Jul 16, 2023 | regressionRepresentation Learning | CodeCode Available | 0 | 5 |
| Transformer-based Time-to-Event Prediction for Chronic Kidney Disease Deterioration | Jun 9, 2023 | PredictionSurvival Analysis | CodeCode Available | 0 | 5 |
| Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models | Jul 26, 2021 | Metric LearningPrediction | CodeCode Available | 0 | 5 |
| Using Geographic Location-based Public Health Features in Survival Analysis | Apr 16, 2023 | EpidemiologySurvival Analysis | CodeCode Available | 0 | 5 |
| Variational Learning of Individual Survival Distributions | Mar 9, 2020 | Decision MakingSurvival Analysis | CodeCode Available | 0 | 5 |
| Survival text regression for time-to-event prediction in conversations | Aug 1, 2021 | regressionTime-to-Event Prediction | —Unverified | 0 | 0 |
| A personalized Uncertainty Quantification framework for patient survival models: estimating individual uncertainty of patients with metastatic brain tumors in the absence of ground truth | Nov 28, 2023 | Time-to-Event PredictionUncertainty Quantification | —Unverified | 0 | 0 |
| Time-to-event prediction for grouped variables using Exclusive Lasso | Apr 2, 2025 | feature selectionregression | —Unverified | 0 | 0 |
| Towards simple time-to-event modeling: optimizing neural networks via rank regression | Sep 29, 2021 | regressionRepresentation Learning | —Unverified | 0 | 0 |
| Topic Models with Survival Supervision: Archetypal Analysis and Neural Approaches | Jan 1, 2020 | Survival AnalysisTime-to-Event Prediction | —Unverified | 0 | 0 |
| Enhancing Collaborative Filtering-Based Course Recommendations by Exploiting Time-to-Event Information with Survival Analysis | Feb 27, 2025 | Collaborative FilteringRecommendation Systems | —Unverified | 0 | 0 |
| Evidential time-to-event prediction with calibrated uncertainty quantification | Nov 12, 2024 | Decision MakingPrediction | —Unverified | 0 | 0 |
| DySurv: dynamic deep learning model for survival analysis with conditional variational inference | Oct 28, 2023 | Deep LearningSurvival Analysis | —Unverified | 0 | 0 |
| Neural Distribution Learning for generalized time-to-event prediction | Sep 27, 2018 | PredictionProbabilistic Programming | —Unverified | 0 | 0 |
| An evidential time-to-event prediction model based on Gaussian random fuzzy numbers | Jun 19, 2024 | Time-to-Event Prediction | —Unverified | 0 | 0 |
