Deep Parametric Time-to-Event Regression with Time-Varying Covariates. - Chirag Nagpal; Vincent Jeanselme; Artur Dubrawski (SPACA, 2021)

Neural Survival Clustering: Non-parametric mixture of neural networks for survival clustering. - Vincent Jeanselme; Brian D. M. Tom; Jessica K. Barrett (CHIL, 2022)

Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness. - Vincent Jeanselme; Maria De-Arteaga; Zhe Zhang; Jessica K. Barrett; Brian D. M. Tom (ML4H@NeurIPS, 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)

Neural Fine-Gray: Monotonic neural networks for competing risks. - Vincent Jeanselme; Chang Ho Yoon; Brian D. M. Tom; Jessica K. Barrett (CHIL, 2023)

Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium. - Hyewon Jeong; Sarah Jabbour; Yuzhe Yang 003; Rahul Thapa; Hussein Mozannar; William Jongwon Han; Nikita Mehandru; Michael Wornow; Vladislav Lialin; Xin Liu 034; Alejandro Lozano; Jiacheng Zhu; et al. (CoRR, 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)

Constrained clustering and multiple kernel learning without pairwise constraint relaxation. - Benedikt Boecking; Vincent Jeanselme; Artur Dubrawski (Adv. Data Anal. Classif., 2024)

FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records. - Chao Pang; Vincent Jeanselme; Young Sang Choi; Xinzhuo Jiang; Zilin Jing; Aparajita Kashyap; Yuta Kobayashi; Yanwei Li; Florent Pollet; Karthik Natarajan; Shalmali Joshi (CoRR, 2025)

ICYM2I: The illusion of multimodal informativeness under missingness. - Young Sang Choi; Vincent Jeanselme; Pierre A. Elias; Shalmali Joshi (CoRR, 2025)

Competing Risks: Impact on Risk Estimation and Algorithmic Fairness. - Vincent Jeanselme; Brian D. M. Tom; Jessica K. Barrett (CoRR, 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, 2025)