output
20222024
most citedCACER: Clinical Concept Annotations for Cancer Events and Relations

3 citations

5 papers

cs.CL2024★ 3 cited

CACER: Clinical Concept Annotations for Cancer Events and Relations

Yujuan Fu, Giridhar Kaushik Ramachandran, Ahmad Halwani +5

Clinical notes contain unstructured representations of patient histories, including the relationships between medical problems and prescription drugs. To investigate the relationsh…

stat.ME2024

Data integration methods for micro-randomized trials

Easton Huch, Inbal Nahum-Shani, Lindsey Potter +3

Existing statistical methods for the analysis of micro-randomized trials (MRTs) are designed to estimate causal excursion effects using data from a single MRT. In practice, however…

stat.ME2023★ 1 cited

A Continuous-Time Dynamic Factor Model for Intensive Longitudinal Data Arising from Mobile Health Studies

Madeline R. Abbott, Walter H. Dempsey, Inbal Nahum-Shani +3

Intensive longitudinal data (ILD) collected in mobile health (mHealth) studies contain rich information on multiple outcomes measured frequently over time that have the potential t…

stat.ME2022

Sequential monitoring using the Second Generation P-Value with Type I error controlled by monitoring frequency

Jonathan J. Chipman, Robert A. Greevy, Lindsay Mayberry +1

Many adaptive monitoring schemes adjust the required evidence toward a hypothesis to control Type I error. This shifts focus away from determining scientific relevance with an unco…

stat.ME2022★ 1 cited

Rematching on-the-fly: sequential matched randomization and a case for covariate-adjusted randomization

Jonathan J. Chipman, Lindsay Mayberry, Robert A. Greevy

Covariate-adjusted randomization (CAR) can reduce the risk of covariate imbalance and, when accounted for in analysis, increase the power of a trial. Despite CAR advances, stratifi…