Education Catalog

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 [...]

Prediction of multiclass surgical outcomes in glaucoma using multimodal deep learning based on free-text operative notes and structured EHR data J Am Med Inform Assoc. 2024 Jan 18;31(2):456-464. doi: 10.1093/jamia/ocad213. Read the abstract Presenters Statement of Purpose The integration of the vast available EHR data and artificial intelligence (AI) in [...]

Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare Journal of the American Medical Informatics Association, Volume 31, Issue 2, February 2024, Pages 435–444, https://doi.org/10.1093/jamia/ocad195 Read the abstract Presenter Maryam Zolnoori, PhD, is a postdoctoral research scientist in the School of Nursing [...]

Inpatient nurses’ preferences and decisions with risk information visualization J Am Med Inform Assoc. 2023 Dec 22;31(1):61-69. doi: 10.1093/jamia/ocad209. Read the abstract Presenter Dr. Alvin Jeffery is an Assistant Professor of Nursing and Biomedical Informatics at Vanderbilt University. He completed his PhD (Nursing Science & Health Services Research) at Vanderbilt [...]