Education Catalog

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 [...]

Improving model transferability for clinical note section classification models using continued pretraining Weipeng Zhou, Meliha Yetisgen, Majid Afshar, Yanjun Gao, Guergana Savova, Timothy A Miller, Improving model transferability for clinical note section classification models using continued pretraining, Journal of the American Medical Informatics Association, 2023;, ocad190. Read the abstract Presenters [...]