With growing legal and scientific evidence for the importance of reducing model bias, both model developers and deployers need tools to quantify the bias. Unfortunately, algorithmic bias can take as many forms as there are implementations. In this talk, Paul M. Heider covesr a range clinical NLP use cases like de-identification and predicting diagnoses, highlighting the utility of behavioral testing and comparative evaluation methods to identify the scope of a model’s bias.
The ASTP/ONC Health Data, Technology, and Interoperability: Patient Engagement, Information Sharing, and Public Health Interoperability (HTI-2) Proposed Rule builds upon the passage of the 21st Century Cures Act (Cures Act) and progress in data interoperability throughout the health care landscape.
Join the Fellows of AMIA for the premiere of the FAMIA Leadership Lounge: Live! a webinar series featuring FAMIA leaders in a fireside-chat style discussion. The first session features Jesse Ehrenfeld, MD, MPH, FAMIA, 178th president of the American Medical Association, board certified clinical informatician, Professor and Senior Associate Dean for the Medical College of Wisconsin.
This webinar will provide an opportunity for members to hear from the 25x5 Policy and Advocacy Workstream about their work tackling documentation burden for clinical workers at a federal level. Members will hear updates on how the Workstream advances the 25x5 Task Force’s mission to reduce U.S. health professionals’ documentation burden to 25% of the current state within five years of the Task Force’s inception in 2021, as well as how the Workstream advances Informatics
Clinician burnout, driven in part by the increasing burden of EHR documentation, is a significant threat to healthcare quality. This talk will introduce SPEER, a novel approach to automatically generating clinically useful hospital-course summaries from raw clinical notes. The SPEER method leverages the power of Large Language Models (LLMs) while addressing key challenges in clinical summarization, such as identifying salient information from lengthy records and ensuring the accuracy of generated summaries. We will also discuss the state of the art in automated evaluation methods and implications of summarization from a human-centered AI standpoint.
KG-LIME: predicting individualized risk of adverse drug events for multiple sclerosis disease-modifying therapy
Join thousands of colleagues in San Francisco, November 9-13 for the AMIA 2024 Annual Symposium. This annual event is the world’s premier meeting for the research and practice of biomedical and health informatics.
Past Triomics webinars have included informatics leaders in academia and industry presenting to hundreds of AMIA community members on how to best leverage generative AI to improve care operations and research.
This session will introduce you to the various opportunities for involvement in public policy through AMIA/NIWG. Our goal is to help those interested in policy understand the landscape of opportunities available and emphasize the crucial role your voices play in shaping public policy.
In San Francisco at the 2024 Annual Symposium.
The Board of Directors is the primary governance body of the Association. Its members focus on high-level strategy, oversight, and accountability for the organization and its operations.