Comparative Analysis of CNN and Transformer Architectures with Heart Cycle Normalization for Automated Phonocardiogram Classification
- DOI
- 10.1109/embc58623.2025.11251770
- Published
- 2025-07-14
- Container
- 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
- Publisher
- IEEE
- Open access
- unknown
Credibility signals
uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Cite this work
BibTeX
@article{allodium:10.1109/embc58623.2025.11251770,
title = {Comparative Analysis of CNN and Transformer Architectures with Heart Cycle Normalization for Automated Phonocardiogram Classification},
author = {Martin Sondermann and Pinar Bisgin and Niklas Tschorn and Anja Burmann and Christoph M. Friedrich},
year = {2025},
journal = {2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
doi = {10.1109/embc58623.2025.11251770},
url = {https://doi.org/10.1109/embc58623.2025.11251770}
}RIS
TY - JOUR TI - Comparative Analysis of CNN and Transformer Architectures with Heart Cycle Normalization for Automated Phonocardiogram Classification AU - Martin Sondermann AU - Pinar Bisgin AU - Niklas Tschorn AU - Anja Burmann AU - Christoph M. Friedrich PY - 2025 JO - 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) DO - 10.1109/embc58623.2025.11251770 UR - https://doi.org/10.1109/embc58623.2025.11251770 ER -
APA
Sondermann, M., Bisgin, P., Tschorn, N., Burmann, A., & Friedrich, C. M. (2025). Comparative Analysis of CNN and Transformer Architectures with Heart Cycle Normalization for Automated Phonocardiogram Classification. 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). https://doi.org/10.1109/embc58623.2025.11251770
Source records
- crossref · retrieved 2026-09-26T03:36:06.922Z