Meeting 64, 2025-01-17
- Bengt Sennblad
NBIS arranges an open AI and IO Seminar Series aimed at knowledge-sharing about Artificial Intelligence and Integrative Omics (AI & IO) analysis and applications in the Life Science community. The seminar series is open to everyone. The seminar is run over Zoom on the third Friday of the month during academic terms, typically between 10 and 11 am, with ca. 45 min long presentation and 15 min discussion.
When is the meeting? | 17 January 2025 at 10.00 - 11.00 |
Where is the meeting? | Zoom video-conference: http://meet.nbis.se/aiaio |
What is the meeting about? | Natural Language Processing for clinical notes |
Who is the responsible presenter? | Erik Ylipää, NBIS, Linköping Universtiy |
Abstract: Clinical notes are a cornerstone of healthcare, capturing essential information about symptoms, diagnoses, treatments, and patient outcomes. This rich data source holds immense potential for improving clinical decision-making and patient safety. In this talk, we explore how natural language processing (NLP) can unlock the value of clinical notes for high-impact healthcare applications, including an example from an ongoing project to detect medical implants for MRI safety.
We’ll address the unique challenges of working with sensitive healthcare data, including privacy concerns, data cleaning complexities, and the specialized AI methods required for this domain. Finally, we’ll discuss how federated learning offers a transformative approach to training AI on sensitive data without centralizing it—an essential step toward realizing AI's potential in healthcare.
Slides: (TBA after seminar)