Bridging Data Science and Clinical Practice: Developing AI Solutions for Neurosurgical Diseases

Event Details
Date: 13.11.2025, 16:00 o'clock - 18:00 o'clock 
Location: N 2045, Universitätsstraße 6a, 86159 Augsburg
Organizer(s): Institut für Informatik
Topics: Studium, Wissenschaftliche Weiterbildung, Informatik, Gesundheit und Medizin
Series of events: Medical Information Sciences
Event Type: Vortragsreihe
Speaker(s): Dr. Santiago Cepeda
BIOINF ASFDASDF DSFASF ASDF ASDF © University of Augsburg

In diesem Semester wird die im WiSe 2022/23 erfolgreich gestartete Vortragsreihe Medical Information Sciences fortgesetzt. Renommierte Wissenschaftlerinnen und Wissenschaftler unterschiedlicher Fachdisziplinen und Forschungsstandorte geben jeden Donnerstag ab 16:00 Uhr Einblicke in aktuelle Fragestellungen und Anwendungsgebiete des breiten Forschungsfeldes Medical Information Sciences.


Artificial intelligence has the potential to transform neurosurgical practice, yet a significant gap remains between data scientists who develop algorithms and models and clinicians who face real-world problems. The lecture will address the importance of closing this gap to create meaningful, clinically integrated AI tools. Drawing on the experience of the GEIBAC research group at Río Hortega University Hospital, several ongoing projects will be presented, including GlioMap, CereBleed, SonoDetect, SAH-Mortality, and NeuroRIS-AI, which leverage machine/deep learning and computer vision applied to multimodal neuroimaging. The session will highlight practical strategies for interdisciplinary collaboration, data curation, validation, and clinical deployment of AI systems within hospital workflows, aiming to translate computational innovation into improved neurosurgical care.

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