To organize digital anthropometry solutions enabled by artificial intelligence (Al) and evaluate their accuracy, reliability, and clinical utility in sports medicine settings. We summarize smartphone-based 2D/3D systems, 3D optical scanners, and depth-sensing devices that have been validated against reference standards (DXA, ISAK, 4C). Core metrics include ICC, MAE, RMSE, and LOA. Implementation parameters (scan time, cost, throughput) are discussed. Special attention is paid to athletic cohorts with low body fat and muscularity, where model bias may occur. A hybrid deployment pathway is proposed, combining cabin scanners with smartphone-based systems and local calibration.
| Mualliflar | Турдиалиев, Ш, Мальков, А, Турдиалиев, Ш, Мальков, А, Turdialiyev, Sh, Malkov, A |
|---|---|
| Jurnal | Тиббиёт ва спорт |
| Nashr sanasi | 2026-06-13 |
| Son | 3 |
| Til | Rus |
цифровая антропометрия, 3D-сканер, ИИ, спортивная медицина, валидация, воспроизводимость, digital anthropometry, 3D scanner, artificial intelligence, sports medicine, validation, reliability, raqamli antropometriya, 3D skaner, sun’iy intellekt, sport tibbiyoti, aniqlik, qayta o‘lchash ishonchliligi
The article presents the results of echocardiographic indices and their relationship with physical performance, as well as with biochemical markers of boxers.
The article highlights the clinical and epidemiological significance of sudden cardiac death (SCD) in athletes, its main causes, and methods of risk assessment. Although rare, SCD has considerable social and medical…
This article presents a differentiated approach to determining the optimal playing position for young football players based on a systematic assessment of morphometric parameters. The study included comprehensive…
This article explores the infectious vulnerability of athletes and the current approaches to mitigate it. The authors analyze the spectrum of pathogens in sports environments, including viruses, bacteria, and fungi…
Under conditions of intense physical exertion, effective recovery of the body is a key issue for athletes. This study investigates the effects of spirulina — a natural source of antioxidants and biologically active…
In highly professional football players of Uzbekistan, the functional capabilities of hematopoiesis are associated ■with the specifics of game activity. Erythropoiesis increases in the following order: midfielder —>…
The study was conducted at the National Center for Rehabilitation and Prosthetics for Persons with Disabilities from 2022 to 2024. As part of the study, the medical records of 3,991 patients who underwent surgery with a…
The article presents the obtained results of the assessment of the relationship between allelic-genotopic variants genes with the parameters of the psychotype and higher nervous activity.
Артериол гипертония даволаш жараёнида беморларнинг давога риоя уилиши (комплаентлиги) терапия самарадорлигида уал уилувчи ауамиятга эга. Мазкур мацолада СОМТ гени A/G (Vall58Met) rs4680 полиморфизми генотиплари ва…
This study presents an analytical review of current trends andfuture prospects in sports medicine for academic rowing. Based on up-to-date data from 2020-2025, it examines key aspects of physiological and biomechanical…