8 citations · 22 across the 16 of their papers we have counts for
5 papers · 1 filter
A Digital Twin for Individualized Treatment Effects of Non-Invasive Respiratory Support Strategies (DINIRS)
Md Fantacher Islam, Jarrod Mosier, Vignesh Subbian
Objective: Choosing between noninvasive respiratory support (NIRS) and invasive mechanical ventilation (IMV) for acute respiratory failure is a time-sensitive decision. Although gu…
Characterizing Fungal Infections in the All of Us Research Program
Md Fantacher Islam, Emeral Norzagaray, Corneliu Antonescu +1
Fungal infections, such as coccidioidomycosis, aspergillosis, and histoplasmosis, represent a growing public health concern in the United States. However, the actual burden of thes…
Lightweight Language Models are Prone to Reasoning Errors for Complex Computational Phenotyping Tasks
Sarah Pungitore, Shashank Yadav, David Maughan +1
Although computational phenotyping is a central informatics activity with resulting cohorts supporting a wide variety of applications, it is time-intensive because of manual data r…
SHREC: A Framework for Advancing Next-Generation Computational Phenotyping with Large Language Models
Sarah Pungitore, Shashank Yadav, Molly Douglas +2
Computational phenotyping is a central informatics activity with resulting cohorts supporting a wide variety of applications. However, it is time-intensive because of manual data r…
Computable Phenotypes for Post-acute sequelae of SARS-CoV-2: A National COVID Cohort Collaborative Analysis
Sarah Pungitore, Toluwanimi Olorunnisola, Jarrod Mosier +1
Post-acute sequelae of SARS-CoV-2 (PASC) is an increasingly recognized yet incompletely understood public health concern. Several studies have examined various ways to phenotype PA…