Beyond Training Stability: The Need for Clinical Generalizability and Explainability in Self-Supervised ECG Models.

Korucu C, Görenek B

Open source

DOI
10.1111/anec.70219
Published
2026 Jul
Container
Annals of noninvasive electrocardiology : the official journal of the International Society for Holter and Noninvasive Electrocardiology, Inc
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1111/anec.70219,
  title = {Beyond Training Stability: The Need for Clinical Generalizability and Explainability in Self-Supervised ECG Models.},
  author = {Korucu C and Görenek B},
  year = {2026},
  journal = {Annals of noninvasive electrocardiology : the official journal of the International Society for Holter and Noninvasive Electrocardiology, Inc},
  doi = {10.1111/anec.70219},
  url = {https://doi.org/10.1111/anec.70219}
}

RIS

TY  - JOUR
TI  - Beyond Training Stability: The Need for Clinical Generalizability and Explainability in Self-Supervised ECG Models.
AU  - Korucu C
AU  - Görenek B
PY  - 2026
JO  - Annals of noninvasive electrocardiology : the official journal of the International Society for Holter and Noninvasive Electrocardiology, Inc
DO  - 10.1111/anec.70219
UR  - https://doi.org/10.1111/anec.70219
ER  - 

APA

C, K., & B, G. (2026). Beyond Training Stability: The Need for Clinical Generalizability and Explainability in Self-Supervised ECG Models.. Annals of noninvasive electrocardiology : the official journal of the International Society for Holter and Noninvasive Electrocardiology, Inc. https://doi.org/10.1111/anec.70219

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