output
20062025
most citedEnhancing Clinical Concept Extraction with Contextual Embeddings

338 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2015Show all

5 papers · 1 filter

q-bio.GN2015

Multivariate Functional Regression Models for Epistasis Analysis

Futao Zhang, Dan Xie, Meimei Liang +1

To date, most genetic analyses of phenotypes have focused on analyzing single traits or, analyzing each phenotype independently. However, joint epistasis analysis of multiple compl…

stat.ML2015

A New Statistical Framework for Genetic Pleiotropic Analysis of High Dimensional Phenotype Data

Panpan Wang, Mohammad Rahman, Li Jin +1

The widely used genetic pleiotropic analysis of multiple phenotypes are often designed for examining the relationship between common variants and a few phenotypes. They are not sui…

q-bio.NC2015★ 51 cited

Identifying Seizure Onset Zone from the Causal Connectivity Inferred Using Directed Information

Rakesh Malladi, Giridhar Kalamangalam, Nitin Tandon +1

In this paper, we developed a model-based and a data-driven estimator for directed information (DI) to infer the causal connectivity graph between electrocorticographic (ECoG) sign…

q-bio.NC2015★ 3 cited

Modeling Maintenance of Long-Term Potentiation in Clustered Synapses, Long-Term Memory Without Bistability

Paul Smolen

Memories are stored, at least partly, as patterns of strong synapses. Given molecular turnover, how can synapses maintain strong for the years that memories can persist? Some model…

stat.ML2015★ 8 cited

Random Bits Regression: a Strong General Predictor for Big Data

Yi Wang, Yi Li, Momiao Xiong +1

To improve accuracy and speed of regressions and classifications, we present a data-based prediction method, Random Bits Regression (RBR). This method first generates a large numbe…