Ilim ha’m ja’miyet Issue 5-1 (2026) · pp. 27-29

AI-BASED CARDIOVASCULAR DISEASE RISK ASSESSMENT IN CARDIOAI-DSS

Saytov, Kamiljan Begdullaevich, Bekniyazova, Nurjamal Danaevna, Xudaynazarova, Malika Orinbaevna, Сайтов, Камилжан Бегдуллаевич, Бекниязова, Нуржамал Данаевна, Худайназарова, Малика Оринбаевна, Saytov, Kamiljan Begdullaevich, Bekniyazova, Nurjamal Danaevna, Xudaynazarova, Malika Orinbaevna

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Abstract

The article presents CardioAI-DSS for cardiovascular disease risk assessment. The system applies machine learning and CNN models to clinical data, Cardiovascular Disease datasets, and ECG signals. The models were evaluated using Accuracy, Precision, Recall, F1-score, AUC, confusion matrix, and SHAP explanations. The software supports preliminary risk assessment and does not replace physician diagnosis.

sun’iy intellektyurak-qon tomir kasalliklariqaror qabul qilishni qo‘llab-quvvatlash tizimiCNNECGSHAPmashinali o‘qitishискусственный интеллектсердечно-сосудистые заболеваниясистема поддержки принятия решений

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Cite

APA 7 
Saytov, Kamiljan Begdullaevich, Bekniyazova, Nurjamal Danaevna, Xudaynazarova, Malika Orinbaevna, Сайтов, Камилжан Бегдуллаевич, Бекниязова, Нуржамал Данаевна, Худайназарова, Малика Оринбаевна, Saytov, Kamiljan Begdullaevich, Bekniyazova, Nurjamal Danaevna & Xudaynazarova, Malika Orinbaevna (2026). AI-BASED CARDIOVASCULAR DISEASE RISK ASSESSMENT IN CARDIOAI-DSS. Ilim ha’m ja’miyet, (5-1), 27-29.
GOST R 7.0.5 
Saytov, Kamiljan Begdullaevich, Bekniyazova, Nurjamal Danaevna, Xudaynazarova, Malika Orinbaevna, Сайтов, Камилжан Бегдуллаевич, Бекниязова, Нуржамал Данаевна, Худайназарова, Малика Оринбаевна, Saytov, Kamiljan Begdullaevich, Bekniyazova, Nurjamal Danaevna, Xudaynazarova, Malika Orinbaevna AI-BASED CARDIOVASCULAR DISEASE RISK ASSESSMENT IN CARDIOAI-DSS // Ilim ha’m ja’miyet. 2026. № 5-1. С. 27-29.
BibTeX 
@article{begdullaevich2026,
  author  = {Saytov, Kamiljan Begdullaevich and Bekniyazova, Nurjamal Danaevna and Xudaynazarova, Malika Orinbaevna and Сайтов, Камилжан Бегдуллаевич and Бекниязова, Нуржамал Данаевна and Худайназарова, Малика Оринбаевна and Saytov, Kamiljan Begdullaevich and Bekniyazova, Nurjamal Danaevna and Xudaynazarova, Malika Orinbaevna},
  title   = {AI-BASED CARDIOVASCULAR DISEASE RISK ASSESSMENT IN CARDIOAI-DSS},
  journal = {Ilim ha’m ja’miyet},
  year    = {2026},
  number  = {5-1},
  pages   = {27-29}
}
RIS 
TY  - JOUR
AU  - Saytov, Kamiljan Begdullaevich
AU  - Bekniyazova, Nurjamal Danaevna
AU  - Xudaynazarova, Malika Orinbaevna
AU  - Сайтов, Камилжан Бегдуллаевич
AU  - Бекниязова, Нуржамал Данаевна
AU  - Худайназарова, Малика Оринбаевна
AU  - Saytov, Kamiljan Begdullaevich
AU  - Bekniyazova, Nurjamal Danaevna
AU  - Xudaynazarova, Malika Orinbaevna
TI  - AI-BASED CARDIOVASCULAR DISEASE RISK ASSESSMENT IN CARDIOAI-DSS
JO  - Ilim ha’m ja’miyet
PY  - 2026
IS  - 5-1
SP  - 27
EP  - 29
ER  -