output
20062025
most citedEnhancing Clinical Concept Extraction with Contextual Embeddings

338 citations

Showing 2017Show all

5 papers · 1 filter

q-bio.NC2017★ 26 cited

Mutual Information in Frequency and its Application to Measure Cross-Frequency Coupling in Epilepsy

Rakesh Malladi, Don H Johnson, Giridhar P Kalamangalam +2

We define a metric, mutual information in frequency (MI-in-frequency), to detect and quantify the statistical dependence between different frequency components in the data, referre…

stat.ME2017

Quantifying and Estimating the Predictive Accuracy for Censored Time-to-Event Data with Competing Risks

Cai Wu, Liang Li

This paper focuses on quantifying and estimating the predictive accuracy of prognostic models for time-to-event outcomes with competing events. We consider the time-dependent discr…

stat.ME2017

A Class of Temporal Hierarchical Exponential Random Graph Models for Longitudinal Network Data

Ming Cao

As a representation of relational data over time series, longitudinal networks provide opportunities to study link formation processes. However, networks at scale often exhibits co…

stat.ME2017

A two-stage working model strategy for network analysis under Hierarchical Exponential Random Graph Models

Ming Cao

Social networks as a representation of relational data, often possess multiple types of dependency structures at the same time. There could be clustering (beyond homophily) at a ma…

q-bio.PE2017★ 51 cited

Effects of Reactive Social Distancing on the 1918 Influenza Pandemic

Duo Yu, Qianying Lin, Alice PY Chiu +1

The 1918 influenza pandemic was characterized by multiple epidemic waves. We investigated into reactive social distancing, a form of behavioral responses, and its effect on the mul…