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Time-to-Event Prediction
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Enhancing Collaborative Filtering-Based Course Recommendations by Exploiting Time-to-Event Information with Survival Analysis
Evidential time-to-event prediction with calibrated uncertainty quantification
An Introduction to Deep Survival Analysis Models for Predicting Time-to-Event Outcomes
An evidential time-to-event prediction model based on Gaussian random fuzzy numbers
A personalized Uncertainty Quantification framework for patient survival models: estimating individual uncertainty of patients with metastatic brain tumors in the absence of ground truth
DySurv: dynamic deep learning model for survival analysis with conditional variational inference
Towards Flexible Time-to-event Modeling: Optimizing Neural Networks via Rank Regression
Transformer-based Time-to-Event Prediction for Chronic Kidney Disease Deterioration
Using Geographic Location-based Public Health Features in Survival Analysis
Interpretable machine learning for time-to-event prediction in medicine and healthcare
A copula-based boosting model for time-to-event prediction with dependent censoring
SurvSHAP(t): Time-dependent explanations of machine learning survival models
auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data
Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models
A Deep Variational Approach to Clustering Survival Data
Simulating time to event prediction with spatiotemporal echocardiography deep learning
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning
Neural Topic Models with Survival Supervision: Jointly Predicting Time-to-Event Outcomes and Learning How Clinical Features Relate
Variational Learning of Individual Survival Distributions
Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing Risks
Time-to-Event Prediction with Neural Networks and Cox Regression
Prediction of New Onset Diabetes after Liver Transplant
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