Jessica K. Barrett

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 7

Top Topics

Clinical Guidelines

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Vincent Jeanselme, Chang Ho Yoon, Brian D. M. Tom, Jessica K. Barrett
Neural Fine-Gray: Monotonic neural networks for competing risks. CHIL (2023)
Vincent Jeanselme, Chang Ho Yoon, Brian D. M. Tom, Jessica K. Barrett
Neural Fine-Gray: Monotonic neural networks for competing risks. CoRR (2023)
Vincent Jeanselme, Maria De-Arteaga, Zhe Zhang, Jessica K. Barrett, Brian D. M. Tom
Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness. ML4H@NeurIPS (2022)
Vincent Jeanselme, Glen P. Martin, Niels Peek, Matthew Sperrin, Brian D. M. Tom, Jessica K. Barrett
DeepJoint: Robust Survival Modelling Under Clinical Presence Shift. CoRR (2022)
Vincent Jeanselme, Brian D. M. Tom, Jessica K. Barrett
Neural Survival Clustering: Non-parametric mixture of neural networks for survival clustering. CHIL (2022)
Vincent Jeanselme, Maria De-Arteaga, Zhe Zhang, Jessica K. Barrett, Brian D. M. Tom
Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness. CoRR (2022)
Rose Sisk, Lijing Lin, Matthew Sperrin, Jessica K. Barrett, Brian D. M. Tom, Karla DiazOrdaz, Niels Peek, Glen P. Martin
Informative presence and observation in routine health data: A review of methodology for clinical risk prediction. J. Am. Medical Informatics Assoc. 28 (1) (2021)