Diagnostics of diabetic retinopathy based on fundus photos using machine learning methods with advanced feature engineering algorithms.

Gandor M, Pałka F, Książek W, Pławiak P, Siedlecka A, Jeruzalski T, Olender-Skorek M, Jonak K, Rejdak R, Nowomiejska K, Matysik-Woźniak A, Teus M, Sanchez CA, Sylwestrzak M.

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DOI: 10.1038/s41598-025-06973-z
Published: 2025-10-03
Container: Sci Rep
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-025-06973-z,
  title = {Diagnostics of diabetic retinopathy based on fundus photos using machine learning methods with advanced feature engineering algorithms.},
  author = {Gandor M and  Pałka F and  Książek W and  Pławiak P and  Siedlecka A and  Jeruzalski T and  Olender-Skorek M and  Jonak K and  Rejdak R and  Nowomiejska K and  Matysik-Woźniak A and  Teus M and  Sanchez CA and  Sylwestrzak M.},
  year = {2025},
  journal = {Sci Rep},
  doi = {10.1038/s41598-025-06973-z},
  url = {https://doi.org/10.1038/s41598-025-06973-z}
}

RIS

TY  - JOUR
TI  - Diagnostics of diabetic retinopathy based on fundus photos using machine learning methods with advanced feature engineering algorithms.
AU  - Gandor M
AU  -  Pałka F
AU  -  Książek W
AU  -  Pławiak P
AU  -  Siedlecka A
AU  -  Jeruzalski T
AU  -  Olender-Skorek M
AU  -  Jonak K
AU  -  Rejdak R
AU  -  Nowomiejska K
AU  -  Matysik-Woźniak A
AU  -  Teus M
AU  -  Sanchez CA
AU  -  Sylwestrzak M.
PY  - 2025
JO  - Sci Rep
DO  - 10.1038/s41598-025-06973-z
UR  - https://doi.org/10.1038/s41598-025-06973-z
ER  -

APA

M, G., F, P., W, K., P, P., A, S., T, J., M, O., K, J., R, R., K, N., A, M., M, T., CA, S., & M., S. (2025). Diagnostics of diabetic retinopathy based on fundus photos using machine learning methods with advanced feature engineering algorithms.. Sci Rep. https://doi.org/10.1038/s41598-025-06973-z

Source records

europe-pmc · retrieved 2026-09-26T07:45:54.506Z
doaj · retrieved 2026-09-26T07:45:54.514Z