3 papers
q-bio.NC2024
A principled framework to assess the information-theoretic fitness of brain functional sub-circuits
Duy Duong-Tran, Nghi Nguyen, Shizhuo Mu +10
In systems and network neuroscience, many common practices in brain connectomic analysis are often not properly scrutinized. One such practice is mapping a predetermined set of sub…
q-bio.QM2024
Sequential Inference of Hospitalization Electronic Health Records Using Probabilistic Models
Alan D. Kaplan, Priyadip Ray, John D. Greene +1
In the dynamic hospital setting, decision support can be a valuable tool for improving patient outcomes. Data-driven inference of future outcomes is challenging in this dynamic set…
q-bio.QM2022
Continuous-Time Probabilistic Models for Longitudinal Electronic Health Records
Alan D. Kaplan, Uttara Tipnis, Jean C. Beckham +3
Analysis of longitudinal Electronic Health Record (EHR) data is an important goal for precision medicine. Difficulty in applying Machine Learning (ML) methods, either predictive or…