Education Catalog

KG-LIME: predicting individualized risk of adverse drug events for multiple sclerosis disease-modifying therapy Authors: Jason Patterson, Nicholas Tatonetti Read the Abstract Statement of Purpose Coming soon Learning Outcomes Coming soon Format 35-minute presentation by article author(s) considering salient features of the published study and its potential impact on practice 25-minute [...]

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. Leroy G, Andrews JG, KeAlohi-Preece M, Jaswani A, Song H, Galindo MK, Rice SA. J Am Med Inform Assoc. 2024 May 20;31(6):1313-1321. doi: 10.1093/jamia/ocae080. PMID: 38626184; PMCID: PMC11105145. Read the Abstract Presenter Statement of Purpose This [...]

Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models Journal of the American Medical Informatics Association, 2024;, ocae071 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 [...]

Sociotechnical feasibility of natural language processing-driven tools in clinical trial eligibility prescreening for Alzheimer’s disease and related dementias Journal of the American Medical Informatics Association, Volume 31, Issue 5, May 2024, Pages 1062–1073, Read the Abstract Presenter Statement of Purpose Current clinical trials continue to suffer from low recruitment rates [...]