Jessica K. Barrett

According to our database, Jessica K. Barrett authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Bayesian shared parameter joint models for heterogeneous populations.

Sida Chen, Danilo Alvares, Marco Palma, Jessica K. Barrett

Stat. Comput., October, 2025

Prediction of Survival Outcomes under Clinical Presence Shift: A Joint Neural Network Architecture.

Vincent Jeanselme, Glen P. Martin, Matthew Sperrin, Niels Peek, Brian D. M. Tom, Jessica K. Barrett

CoRR, August, 2025

Competing Risks: Impact on Risk Estimation and Algorithmic Fairness.

Vincent Jeanselme, Brian D. M. Tom, Jessica K. Barrett

CoRR, August, 2025

2024

Identifying treatment response subgroups in observational time-to-event data.

Vincent Jeanselme, Chang Ho Yoon, Fabian Falck, Brian D. M. Tom, Jessica K. Barrett

CoRR, 2024

2023

Neural Fine-Gray: Monotonic neural networks for competing risks.

Vincent Jeanselme, Chang Ho Yoon, Brian D. M. Tom, Jessica K. Barrett

Proceedings of the Conference on Health, Inference, and Learning, 2023

2022

DeepJoint: Robust Survival Modelling Under Clinical Presence Shift.

Vincent Jeanselme, Glen P. Martin, Niels Peek, Matthew Sperrin, Brian D. M. Tom, Jessica K. Barrett

CoRR, 2022

Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness.

Vincent Jeanselme, Maria De-Arteaga, Zhe Zhang, Jessica K. Barrett, Brian D. M. Tom

Proceedings of the Machine Learning for Health, 2022

Neural Survival Clustering: Non-parametric mixture of neural networks for survival clustering.

Vincent Jeanselme, Brian D. M. Tom, Jessica K. Barrett

Proceedings of the Conference on Health, Inference, and Learning, 2022

2021

Informative presence and observation in routine health data: A review of methodology for clinical risk prediction.

Rose Sisk, Lijing Lin, Matthew Sperrin, Jessica K. Barrett, Brian D. M. Tom, Karla Diaz-Ordaz, Niels Peek, Glen P. Martin

J. Am. Medical Informatics Assoc., 2021