Development of a digital system for early detection of obesity and cardiovascular risk in children

Popenkov A.V.

Педиатрия · 2026-yil

Annotatsiya

Childhood overweight and obesity represent a rapidly increasing global health problem and are associated with early development of cardiovascular disorders. Early identification of risk factors using digital technologies can significantly improve preventive strategies in pediatric populations.Objective: to develop and evaluate a digital program for assessing risk factors of overweight, obesity, and early cardiovascular dysfunction in 7-year-old children.Material and Methods: the study was based on epidemiological and clinical data obtained from 846 children aged 7 years living in Tashkent city, Jizzakh, Syrdarya, and Tashkent regions. Anthropometric measurements, questionnaires on lifestyle and nutrition, blood pressure monitoring, electrocardiography, and heart rate variability analysis were used. Based on the identified risk factors and clinical indicators, a digital risk-assessment algorithm and software module (ChildFit Monitor) were developed for automated screening of overweight, obesity, and cardiovascular dysfunction in children.Results: The digital model identified several key predictors of overweight and obesity. The most significant factors included low physical activity (<2 hours/day; RR=2.38), excessive use of electronic devices (>2 hours/day; RR=2.27), and frequent consumption of sugar-sweetened beverages (RR=2.24). Early-life determinants such as artificial feeding (RR=3.27) and insufficient breastfeeding duration were also associated with increased risk. Children with obesity demonstrated early markers of cardiovascular dysfunction, including increased LF/HF ratio (>1.0), elevated stress index (>130 units), and electrocardiographic abnormalities.Conclusion: the proposed digital risk-assessment program provides an effective tool for early screening of overweight, obesity, and cardiovascular dysfunction in children.

Maqola ma’lumotlari
MualliflarPopenkov A.V.
JurnalПедиатрия
NashriyotТошкент педиатрия тиббиёт институти
Nashr sanasi2026-07-31
Son1
Betlar147-154
TilIngliz
Ilmiy sohaTibbiyot
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

childhood, obesity, digital health, risk assessment algorithm, cardiovascular risk

Ilmiy soha

Tibbiyot

Iqtibos keltirish

APAPopenkov A.V. (2026). DEVELOPMENT OF A DIGITAL SYSTEM FOR EARLY DETECTION OF OBESITY AND CARDIOVASCULAR RISK IN CHILDREN. Педиатрия, (1), 147-154. https://journals.tnmu.uz/index.php/pspj/article/view/5991
GOST (OAK)Popenkov A.V. DEVELOPMENT OF A DIGITAL SYSTEM FOR EARLY DETECTION OF OBESITY AND CARDIOVASCULAR RISK IN CHILDREN // Педиатрия. – 2026. – № 1. – P. 147-154.
MLAPopenkov A.V. “DEVELOPMENT OF A DIGITAL SYSTEM FOR EARLY DETECTION OF OBESITY AND CARDIOVASCULAR RISK IN CHILDREN.” Педиатрия, (1), 147-154, 2026. https://journals.tnmu.uz/index.php/pspj/article/view/5991
ChicagoPopenkov A.V. “DEVELOPMENT OF A DIGITAL SYSTEM FOR EARLY DETECTION OF OBESITY AND CARDIOVASCULAR RISK IN CHILDREN.” Педиатрия, (1), 147-154 (2026). https://journals.tnmu.uz/index.php/pspj/article/view/5991
HarvardPopenkov A.V (2026) ‘DEVELOPMENT OF A DIGITAL SYSTEM FOR EARLY DETECTION OF OBESITY AND CARDIOVASCULAR RISK IN CHILDREN’, Педиатрия, (1), 147-154. https://journals.tnmu.uz/index.php/pspj/article/view/5991
BibTeX
@article{popenkovav2026,
  title = {DEVELOPMENT OF A DIGITAL SYSTEM FOR EARLY DETECTION OF OBESITY AND CARDIOVASCULAR RISK IN CHILDREN},
  author = {Popenkov A.V.},
  journal = {Педиатрия},
  year = {2026},
  number = {1},
  pages = {147-154},
  url = {https://journals.tnmu.uz/index.php/pspj/article/view/5991}
}

Boshqa maqola uchun iqtibos tayyorlash

Педиатрия jurnalidan boshqa maqolalar

Педиатрия — barcha maqolalar · 2026-yil arxivi

Tibbiyot sohasidagi boshqa maqolalar

Tibbiyot sohasidagi OAK jurnallari