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Comparative Analysis of CNN and Transformer Architectures with Heart Cycle Normalization for Automated Phonocardiogram Classification

Conference paper

Fast facts

  • Internal authorship

    Prof. Dr.-Ing. Christoph M. Friedrich

  • Further publishers

    Martin Sondermann, Pinar Bisgin, Niklas Tschorn, Anja Burmann

  • Publishment

    • 2025

  • Purpose of publication

    Research

  • Organizational unit

    Computer science

  • Subjects

    • Applied computer science
    • General medicine

  • Research structures

    • Medical Informatics (MI)

  • Research fields

    • Information systems
    • Artificial intelligence and big data
    • Life and well-being - General

Quote

M. Sondermann, P. Bisgin, N. Tschorn, A. Burmann, and C. M. Friedrich, “Comparative Analysis of CNN and Transformer Architectures with Heart Cycle Normalization for Automated Phonocardiogram Classification,” in Proceedings of the 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Piscataway, NJ: IEEE, 2025. doi: 10.1109/embc58623.2025.11251770

Content

References and Relationships

DOI 10.1109/embc58623.2025.11251770

Notes and references

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