ISO-690 (author-date, English)

HAMID M, HAJJEJ F, ALLUHAIDAN AS und BIN MANNIE NW, 2025. Fine tuned Cat Boost machine learning approach for early detection of cardiovascular disease through predictive modeling. Scientific reports. 25 August 2025. Vol. 15, no. 1, p. 31199-31199. DOI 10.1038/s41598-025-13790-x.

Elsevier - Harvard (with titles)

Hamid M, Hajjej F, Alluhaidan AS, Bin Mannie NW, 2025. Fine tuned Cat Boost machine learning approach for early detection of cardiovascular disease through predictive modeling. Scientific reports 15, 31199-31199. https://doi.org/10.1038/s41598-025-13790-x

American Psychological Association 7th edition

Hamid M, Hajjej F, Alluhaidan AS, & Bin Mannie NW. (2025). Fine tuned Cat Boost machine learning approach for early detection of cardiovascular disease through predictive modeling. Scientific Reports, 15(1), 31199-31199. https://doi.org/10.1038/s41598-025-13790-x

Springer - Basic (author-date)

Hamid M, Hajjej F, Alluhaidan AS, Bin Mannie NW (2025) Fine tuned Cat Boost machine learning approach for early detection of cardiovascular disease through predictive modeling.. Scientific reports 15:31199-31199. https://doi.org/10.1038/s41598-025-13790-x

Juristische Zitierweise (Stüber) (Deutsch)

Hamid M/ Hajjej F/ Alluhaidan AS/ Bin Mannie NW, Fine tuned Cat Boost machine learning approach for early detection of cardiovascular disease through predictive modeling., Scientific reports 2025, 31199-31199.

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