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Time-to-Event Prediction

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Showing 1–25 of 27 papers

TitleStatusHype
auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event DataCode2
An Introduction to Deep Survival Analysis Models for Predicting Time-to-Event OutcomesCode1
A Deep Variational Approach to Clustering Survival DataCode1
SurvSHAP(t): Time-dependent explanations of machine learning survival modelsCode1
Interpretable machine learning for time-to-event prediction in medicine and healthcareCode1
Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing RisksCode1
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational LearningCode1
Prediction of New Onset Diabetes after Liver Transplant—0
Simulating time to event prediction with spatiotemporal echocardiography deep learning—0
Survival text regression for time-to-event prediction in conversations—0
Time-to-event prediction for grouped variables using Exclusive Lasso—0
Topic Models with Survival Supervision: Archetypal Analysis and Neural Approaches—0
An evidential time-to-event prediction model based on Gaussian random fuzzy numbers—0
Towards simple time-to-event modeling: optimizing neural networks via rank regression—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—0
DySurv: dynamic deep learning model for survival analysis with conditional variational inference—0
Enhancing Collaborative Filtering-Based Course Recommendations by Exploiting Time-to-Event Information with Survival Analysis—0
Evidential time-to-event prediction with calibrated uncertainty quantification—0
Neural Distribution Learning for generalized time-to-event prediction—0
Variational Learning of Individual Survival DistributionsCode0
Neural Topic Models with Survival Supervision: Jointly Predicting Time-to-Event Outcomes and Learning How Clinical Features RelateCode0
Time-to-Event Prediction with Neural Networks and Cox RegressionCode0
Towards Flexible Time-to-event Modeling: Optimizing Neural Networks via Rank RegressionCode0
Transformer-based Time-to-Event Prediction for Chronic Kidney Disease DeteriorationCode0
Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time ModelsCode0
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