20 Jan 2025
13:00  - 14:00

Library Pathology

Organizer:
Host: Prof. Kirsten Mertz

Events, Guest lecture / Talk

Guest Seminar: Artificial intelligence for individualized diagnostics of infection

Frau Prof. Dr. Enkelejda Miho, Professor of Digital Life Sciences, University of Applied Sciences and Arts, Northwestern Switzerland (FHNW)

Artificial intelligence for individualized diagnostics of infection

 

Abstract:

Precision diagnostics has evolved with the advent of novel technologies that generate large-scale data. This data has the potential to redefine disease starting from an individual’s baseline. Artificial intelligence (AI) holds the promise to detect patterns in complex data and across data modalities. However, the clinical use of these methods is hindered from the intricate evaluation and validation necessary to access clinical practice.

The implementation of AI models in healthcare must navigate a traditionally conservative regulatory landscape, while addressing the specific demands of medical software development through software engineering. We will explore the technological evolution driving medical data generation and examine the advancements of artificial intelligence in medicine. These insights will be applied to the case of individualized diagnostics for infectious diseases, elaborating on the steps required to medical software into clinics.


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