Externally validated deep learning model to identify prodromal Parkinson's disease from electrocardiogram.

Karabayir I, Gunturkun F, Butler L, Goldman SM, Kamaleswaran R, Davis RL, Colletta K, Chinthala L, Jefferies JL, Bobay K, Ross GW, Petrovitch H, Masaki K, Tanner CM, Akbilgic O

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DOI: 10.1038/s41598-023-38782-7
Published: 2023 Jul 29
Container: Scientific reports
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-023-38782-7,
  title = {Externally validated deep learning model to identify prodromal Parkinson's disease from electrocardiogram.},
  author = {Karabayir I and Gunturkun F and Butler L and Goldman SM and Kamaleswaran R and Davis RL and Colletta K and Chinthala L and Jefferies JL and Bobay K and Ross GW and Petrovitch H and Masaki K and Tanner CM and Akbilgic O},
  year = {2023},
  journal = {Scientific reports},
  doi = {10.1038/s41598-023-38782-7},
  url = {https://doi.org/10.1038/s41598-023-38782-7}
}

RIS

TY  - JOUR
TI  - Externally validated deep learning model to identify prodromal Parkinson's disease from electrocardiogram.
AU  - Karabayir I
AU  - Gunturkun F
AU  - Butler L
AU  - Goldman SM
AU  - Kamaleswaran R
AU  - Davis RL
AU  - Colletta K
AU  - Chinthala L
AU  - Jefferies JL
AU  - Bobay K
AU  - Ross GW
AU  - Petrovitch H
AU  - Masaki K
AU  - Tanner CM
AU  - Akbilgic O
PY  - 2023
JO  - Scientific reports
DO  - 10.1038/s41598-023-38782-7
UR  - https://doi.org/10.1038/s41598-023-38782-7
ER  -

APA

I, K., F, G., L, B., SM, G., R, K., RL, D., K, C., L, C., JL, J., K, B., GW, R., H, P., K, M., CM, T., & O, A. (2023). Externally validated deep learning model to identify prodromal Parkinson's disease from electrocardiogram.. Scientific reports. https://doi.org/10.1038/s41598-023-38782-7

Source records

pubmed · retrieved 2026-09-26T23:04:42.228Z
europe-pmc · retrieved 2026-09-26T23:04:42.245Z
doaj · retrieved 2026-09-26T23:04:42.253Z