Education Catalog

The AMIA 25x5 Taskforce Documentation Burden Reduction Toolkit guides organizations through the process of reducing documentation burden. This webinar will highlight resources related to the governance of EHR optimization, implementation of solutions to reduce burden, and measurement of burden reduction. The webinar will also highlight a health system exemplar and [...]

The potential of generative AI is boundless and so too is the need for safe, proven healthcare technology. But how exactly should these two worlds combine? The panel will discuss current shortcomings in healthcare technology, how generative AI and LLMs can (and can't) help, and a systemic approach to assessing [...]

Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare Read the abstract Presenter Maryam Zolnoori, PhD, is a postdoctoral research scientist in the School of Nursing. She has master’s degrees in information technology and health informatics from Tarbiat Modares University and Indiana [...]

Inpatient nurses' preferences and decisions with risk information visualization Read the abstract Presenter Statement of Purpose Many hospitals have implemented sophisticated predictive models in hopes of improving care delivery; however, these systems’ effectiveness have yielded mixed results, with a primary reason being ineffective user interfaces contributing to implementation challenges. We [...]

Improving model transferability for clinical note section classification models using continued pretraining Read the abstract Presenters Watch Recording Statement of Purpose Section classification refers to the task of assigning section names to clinical note segments. This is typically a preprocessing step that benefits downstream NLP tasks, such as named entity [...]