Jessica K. Barrett

11 papers Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bayesian shared parameter joint models for heterogeneous populations.
Stat. Comput.
Sida Chen, Danilo Alvares, Marco Palma, Jessica K. Barrett
2025 J jnl
Competing Risks: Impact on Risk Estimation and Algorithmic Fairness.
CoRR
Vincent Jeanselme, Brian D. M. Tom, Jessica K. Barrett
2025 J jnl
Prediction of Survival Outcomes under Clinical Presence Shift: A Joint Neural Network Architecture.
CoRR
Vincent Jeanselme, Glen P. Martin, Matthew Sperrin, Niels Peek, Brian D. M. Tom, Jessica K. Barrett
2024 J jnl
Identifying treatment response subgroups in observational time-to-event data.
CoRR
Vincent Jeanselme, Chang Ho Yoon, Fabian Falck, Brian D. M. Tom, Jessica K. Barrett
2023 — conf
Neural Fine-Gray: Monotonic neural networks for competing risks.
CHIL
Vincent Jeanselme, Chang Ho Yoon, Brian D. M. Tom, Jessica K. Barrett
2023 J jnl
Neural Fine-Gray: Monotonic neural networks for competing risks.
CoRR
Vincent Jeanselme, Chang Ho Yoon, Brian D. M. Tom, Jessica K. Barrett
2022 J jnl
DeepJoint: Robust Survival Modelling Under Clinical Presence Shift.
CoRR
Vincent Jeanselme, Glen P. Martin, Niels Peek, Matthew Sperrin, Brian D. M. Tom, Jessica K. Barrett
2022 — conf
Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness.
ML4H@NeurIPS
Vincent Jeanselme, Maria De-Arteaga, Zhe Zhang, Jessica K. Barrett, Brian D. M. Tom
2022 J jnl
Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness.
CoRR
Vincent Jeanselme, Maria De-Arteaga, Zhe Zhang, Jessica K. Barrett, Brian D. M. Tom
2022 — conf
Neural Survival Clustering: Non-parametric mixture of neural networks for survival clustering.
CHIL
Vincent Jeanselme, Brian D. M. Tom, Jessica K. Barrett
2021 J jnl
Informative presence and observation in routine health data: A review of methodology for clinical risk prediction.
J. Am. Medical Informatics Assoc.
Rose Sisk, Lijing Lin, Matthew Sperrin, Jessica K. Barrett, Brian D. M. Tom, Karla Diaz-Ordaz, Niels Peek, Glen P. Martin