Heart Sound Classification

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8 papers0 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

  1. XVAE-WMT: Explainable Wavelet-Temporal Variational Autoencoder for Blind Source Separation of Heart and Lung Sounds

    Aug 31, 2026Yasaman Torabi, Shahram Shirani, James P. ReillyVariational AutoencodersHeart Sound Classification

    Department of Electrical and Computer Engineering, McMaster University, Hamilton, ON L8S 4K1, Canada. · L.R. Wilson/Bell Canada Chair in Data Communications, Hamilton, ON L8S 4L7, Canada.

  2. Selection of Heart Sound Segments for Synchronous Classification of Multi-channel Heart Sounds

    Aug 21, 2026Marcelo Nogueira, Jorge H. Oliveira, Carlos F. Ferreira +2Heart Sound ClassificationAudio Classification

    INESC TEC & Faculdade de Ciências, Universidade do Porto · LIACC, Universidade da Maia · INESC TEC & Instituto Superior de Engenharia do Porto

  3. Classification of systolic murmurs in heart sounds using multiresolution complex Gabor dictionary and vision transformer

    Apr 17, 2026Mahmoud Fakhry, Abeer FathAllah BreryHeart Sound ClassificationAudio Classification

    CEIEC, Universidad Francisco de Vitoria, Pozuelo de Alarcón, Madrid 28223, Spain · Departamento de Informática, Universidad Carlos III de Madrid, Leganés, Madrid 28911,Apr Spain

  4. Comparison of window shapes and lengths in short-time feature extraction for classification of heart sound signals

    Apr 15, 2026Mahmoud Fakhry, Abeer FathAllah BreryHeart Sound ClassificationAudio Classification

    Electrical Engineering Department, Faculty of Engineering, Aswan University, Aswan, Egypt

  5. Automated detection of pediatric congenital heart disease from phonocardiograms using deep and handcrafted feature fusion

    Apr 15, 2026Abdul Jabbar, Ethan Grooby, Yang Yi Poh +5Heart Sound ClassificationAudio Classification

    Electrical and Computer System Engineering, Monash University, Clayton, Melbourne, 3800, VIC, Australia · Biomedical Engineering, McGill University, Quebec, Canada · Electrical and Electronic Engineering (EEE), United International University, Dhaka, Bangladesh +2

  6. Elastic Net Regularization and Gabor Dictionary for Classification of Heart Sound Signals using Deep Learning

    Apr 14, 2026Mahmoud Fakhry, Ascensión Gallardo-AntolínHeart Sound ClassificationAudio Classification

    Department of Signal Theory and Communications, Universidad Carlos III de Madrid, Avda. de la Universidad, 30, Leganés (Madrid), 28911, Spain · Department of Electrical Engineering, Faculty of Engineering, Aswan University, Aswan, 81542, Egypt

  7. Scaling to Multimodal and Multichannel Heart Sound Classification with Synthetic and Augmented Biosignals

    Sep 15, 2025Milan Marocchi, Matthew Fynn, Kayapanda Mandana +1Synthetic Data AugmentationHeart Sound Classification

    School of Electrical Engineering, Computing, and Mathematical Sciences (EECMS), Faculty of Science and Engineering, Curtin University, Bentley, WA 6102, Australia · Department of Cardiology, Fortis Healthcare, Kolkata, 7007107, West Bengal, India

  8. ENACT-Heart -- ENsemble-based Assessment Using CNN and Transformer on Heart Sounds

    Feb 24, 2025Jiho Han, Adnan ShaoutHeart Sound ClassificationAudio Classification

    Industrial AI Lab, SimPlatform Co. Ltd. Affiliate Research Institute, Geumcheon-gu, Seoul, Republic of Korea · Department of Computer Science and Engineering, The University of Michigan - Dearborn, Dearborn, MI, USA · Department of Electrical and Computer Engineering, The University of Michigan – Dearborn, Dearborn, MI, USA