3 papers
cs.CY2025
PDA in Action: Ten Principles for High-Quality Multi-Site Clinical Evidence Generation
Yong Chen, Jiayi Tong, Yiwen Lu +13
Background: Distributed Research Networks (DRNs) offer significant opportunities for collaborative multi-site research and have significantly advanced healthcare research based on…
q-bio.QM2025
Inferring Relative Consequences of Mechanical Ventilation from Observational Data Using Game-Based Comparisons
David J. Albers, Tell D. Bennett, Jana de Wiljes +4
Identifying the effects of mechanical ventilation (MV) protocols in critical care requires analyzing data from heterogeneous patient-ventilator systems in the clinical decision-mak…
math.OC2024
A new approach to data assimilation initialization problems with sparse data using multiple cost functions
David J. Abers, George Hripcsak, Lena Mamykina +2
This article develops a novel data assimilation methodology, addressing challenges that are common in real-world settings, such as severe sparsity of observations, lack of reliable…