DEFENCE OF THE DOCTORAL DISSERTATION BY DAVID SUSIČ

Defence of the Doctoral Dissertation by David Susič

IPS invites you to the Defence of the Doctoral Dissertation by David Susič titled: Identification of heart sounds for the analysis of cardiac pathology using machine learning. The defence will take place on Wednesday, 11 December 2024, at 1:00 p.m. at the IPS Lecture Room, Jamova 39, 1000 Ljubljana. You can also join the defence via the following link: https://us02web.zoom.us/j/87415707388?pwd=P226VJmMx7Qh6WFnuBbI7j7jBsBUtv.1, Meeting ID: 874 1570 7388, Passcode: 899089.

Short summary:

Heart diseases, particularly chronic heart failure (CHF), pose major global health challenges. This thesis leverages artificial intelligence to analyse heart sounds, enabling accurate detection of critical CHF phases. The novel PCGmix method enhances heart disease detection from heart sounds by generating new data when real data are limited.

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