Working Group Webinar Library
Webinar Library
Federated Learning and Generalizability of Clinical Language Models
Language models (LMs) such as BERT and GPT have brought remarkable advancements to natural language processing (NLP). Nevertheless, privacy-sensitive domains, particularly in the medical field, confront challenges in training LMs due to limited data access and stringent privacy regulations like the Health Insurance Portability and Accountability Act (HIPPA) and the General Data Protection Regulation (GDPR).
Extracting Suicide Causes and Discovering Annotation Inconsistencies in Death Investigation Notes through NLP Approaches
Suicide presents a major public health challenge worldwide and affects people throughout their life. It demands mmediate attention and a comprehensive understanding of the underlying suicide causes. The National Violent Death Reporting System (NVDRS) is a population-based active surveillance system that collects information on violent deaths that occurred among both residents and non-residents in the United States.
Artificial Intelligence, Nonhuman Authors, and Large Language Models in Surgery
This Surgical and Procedural Informatics Discussion group will describe challenges and potential solutions to the use of non-human authors in peer-reviewed literature and will introduce emerging evidence that large language models have the potential to change surgical care.
Student Working Group Chat: Student members, How can AMIA support you?
The Student Working Group's (STWG) monthly meeting is a perfect place to get involved! The STWG wants your input on how to improve student involvement through offsite activities, career guidance panels, grant advice sessions, and more! Work together to make AMIA meetings and membership more valuable and rewarding for our future scientists and researchers. Watch the Recording Presenters
Epic's Cosmos: Current State and Future Potential
Dr. Jackie Gerhart, VP of Clinical Informatics and Epic Clinician shares details on the current state and research potential nation's largest EHR data collaboration platform. Watch the Recording Presenter Jacqueline Gerhart, MD is a family medicine physician and clinical informaticist at Epic in Verona, WI. She earned her medical degree from Mayo Clinic College of Medicine in Rochester, MN, and is a faculty member at the University of Wisconsin-Madison, where she still sees patients, including on the front-lines during this COVID-19 pandemic. Her passion is to reduce barriers to medical care through the best use of technology. She enjoys advocating to align policy with practice to improve clinician well-being and empower patients.
