[HTML][HTML] Review of Phonocardiogram Signal Analysis: Insights from the PhysioNet/CinC Challenge 2016 Database
The phonocardiogram (PCG) is a crucial tool for the early detection, continuous monitoring,
accurate diagnosis, and efficient management of cardiovascular diseases. It has the …
accurate diagnosis, and efficient management of cardiovascular diseases. It has the …
Explainable Siamese Neural Network for Classifying Pediatric Respiratory Sounds
S Ntalampiras - IEEE Journal of Biomedical and Health …, 2023 - ieeexplore.ieee.org
The field of medical acoustics is gaining constantly-increasing attention by the scientific
community, with the the general goal being the automatic understanding of medical related …
community, with the the general goal being the automatic understanding of medical related …
What is Learnt by the LEArnable Front-end (LEAF)? Adapting Per-Channel Energy Normalisation (PCEN) to Noisy Conditions
There is increasing interest in the use of the LEArnable Front-end (LEAF) in a variety of
speech processing systems. However, there is a dearth of analyses of what is actually learnt …
speech processing systems. However, there is a dearth of analyses of what is actually learnt …
Ensemble Learning for Cough-Based Subject-Independent COVID-19 Detection
V Conversano, S Ntalampiras - Proceedings of the 12th International …, 2023 - air.unimi.it
This paper belongs to the medical acoustics field and presents a solution for COVID-19
detection based on the cough sound events. Unfortunately, the use of RT-PCR Molecular …
detection based on the cough sound events. Unfortunately, the use of RT-PCR Molecular …