Natural Language Processing System
Developing Evidence-Based, User-Centered Design and Implementation Guidelines to Improve Health Information Technology Usability - Final Report
An Electronic Health Record-Based Screening Tool to Support Safe Discharges of COVID-19 Patients in the Emergency Department
This research will develop and validate a COVID-19 emergency department (ED) return screening tool that will provide ED clinicians a risk assessment to guide admissions and discharges to reduce morbidity and mortality associated with acute respiratory syndrome coronavirus 2 infection.
A Machine Learning Health System to Integrate Care for Substance Misuse and HIV Treatment and Prevention Among Hospitalized Patients
This research will develop, train, test, and evaluate a machine learning classifier to identify risk for HIV acquisition or transmission among hospitalized patients with substance misuse.
Optimizing corpus creation for training word embedding in low resource domains: a case study in Autism Spectrum Disorder (ASD).
Enabling Large-Scale Research on Autism Spectrum Disorders Through Automated Processing of EHR Using Natural Language Understanding - Final Report
Semi-Automated Identification of Biomedical Literature - Final Report
Identification of Patients with Low Life Expectancy - Final Report
Real-time Assessment of Dialogue in Motivational Interviewing Training (ReadMI)
This research will enhance and test a tool which uses natural language processing to provide a real-time assessment of dialog during motivational interviewing training.
Semi-Automated Identification of Biomedical Literature
This research developed and evaluated a semi-automatic approach for conducting literature searches for systematic reviews.