Education Catalog

Multiple sclerosis (MS) is a debilitating chronic inflammatory disease affecting the central nervous system, with significant implications for millions worldwide, particularly young adults. Current treatments for MS, known as disease-modifying therapies (DMTs), are aimed at reducing relapse rates and delaying disease progression

From illness management to quality of life: rethinking consumer health informatics opportunities for progressive, potentially fatal illnesses Authors: Marcy G Antonio, PhD, Tiffany C Veinot, PhD. Read the abstract Watch the Recording Presenter Statement of Purpose Although chronic obstructive pulmonary disease (COPD) is the fourth leading cause of death, it [...]

Transparent deep learning to identify autism spectrum disorders (ASD) in EHR using clinical notes. Read the Abstract Presenter Statement of Purpose This project is an interdisciplinary project that combines a focus on machine learning and autism spectrum disorders. Overall, our goal is to support clinicians with much or little mental [...]

Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models Read the Abstract Presenter Statement of Purpose The timely stratification of trauma injury severity can enhance the quality of trauma care but it requires intense manual annotation from certified trauma coders. The objective of [...]

Sociotechnical feasibility of natural language processing-driven tools in clinical trial eligibility prescreening for Alzheimer’s disease and related dementias Read the Abstract Presenter Statement of Purpose Current clinical trials continue to suffer from low recruitment rates. Improving the recruitment process is a crucial step towards eliminating barriers that inhibit participation and [...]