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A Specialized System for Arrhythmia Detection for Basic Research in Cardiology
Michael Kohlhaas, Lea Seidlmayer, Mathias Kaspar
3 - 7
10.3233/SHTI210041
Research Article
Studies in Health Technology and Informatics
Volume 278: German Medical Data Sciences: Bringing Data to Life
Abstract

The detection of cardiac arrhythmias has a long history in medicine, with current developments focusing on early detection using mobile devices. In basic research, however, the use cases and data differ greatly from the experimental setup. We developed a Python-based system to ease detection and analysis of arrhythmic sections in signals measured on extracted and stimulated cardiac myocytes. Multiple algorithms were integrated into the system, tested and evaluated. The best algorithm resulted in an F1-score of 0.97 and was primarily provided in the application.

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