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Erika Bondareva

3 accepted papers

2025

Heart Sounds for High Blood Pressure Prediction

ICASSP 2025accepted

Hypertension, a major risk factor for cardiovascular diseases, often goes undetected due to its asymptomatic nature. This study explores a novel approach to detecting elevated blood pressure using heart sounds, aiming to provide a non-invasive, potentially continuous monitoring solution. We evaluate…

Cited by 0SourceScholar
2023

Heart Rate Extraction from Abdominal Audio Signals

ICASSP 2023accepted

Abdominal sounds (ABS) have been traditionally used for assessing gastrointestinal (GI) disorders. However, the assessment requires a trained medical professional to perform multiple abdominal auscultation sessions, which is resource-intense and may fail to provide an accurate picture of patients’ c…

Cited by 0SourceScholar
2021

COVID-19 Sounds: A Large-Scale Audio Dataset for Digital Respiratory Screening

NeurIPS 2021poster

Audio signals are widely recognised as powerful indicators of overall health status, and there has been increasing interest in leveraging sound for affordable COVID-19 screening through machine learning. However, there has also been scepticism regarding the initial efforts, due to perhaps the lack o…

Cited by 84SourceScholar