Multimodal ultrasonic diagnostics of cholelithiasis: from pocus and risk stratification to the implementation of artificial intelligence

Таджибаев, Ш, Абдурашидов, Ф, Тоджиходжаев, Ш, Саминжонов, Х, Tojiboev, Sh, Abdurashidov, F, Tojikxo'jaev , Sh, Saminjonov, X, Tajibaev, Sh, Abdurashidov, F, Tojikhodjaev, Sh, Saminjonov, Kh

Тиббиёт ва спорт · 2026-yil

Annotatsiya

This study evaluates the potential of integrating multimodal ultrasound diagnostics and artificial intelligence (AI) technologies into surgical practice. Data from 242 patients who under-went laparoscopic cholecystectomy between 2020 and 2025 were analyzed using the "MedSkan AI"platform. The study employed deep learning architectures, specifically Y0L0v3 and YOLOv8, for automated identification of biliary anatomical landmarks and real-time evaluation of the "Critical View of Safety" (CVS) criteria. The findings revealed a diagnostic accuracy exceeding 95%, with a 92.4%> correlation between AI-assisted identification and expert surgical assessment. The integra-tion of AI algorithms into ultrasound imaging significantly reduces operator dependence and mini-mizes the risk of iatrogenic bile duct injuries. The study concludes that AI-driven multimodal diag-nostics enhance surgical precision and patient safety in hepatobiliary surgery.

Maqola ma’lumotlari
MualliflarТаджибаев, Ш, Абдурашидов, Ф, Тоджиходжаев, Ш, Саминжонов, Х, Tojiboev, Sh, Abdurashidov, F, Tojikxo'jaev , Sh, Saminjonov, X, Tajibaev, Sh, Abdurashidov, F, Tojikhodjaev, Sh, Saminjonov, Kh
JurnalТиббиёт ва спорт
NashriyotЎзбекистон Миллий олимпия қўмитаси хузуридаги, Республика спорт тиббиёти илмий-амалий маркази
ISSN2181-998X
Nashr sanasi2026-06-05
Son1
Betlar63-67
TilIngliz
Ilmiy sohaTibbiyot
Indeksga qo‘shilgan2026-08-27

Maqolaning asl sahifasi

Kalit so‘zlar

холелитиаз, мультимодальное УЗИ, искусственный интеллект, POCUS, лапароскопическая холецистэктомия, нейронные сети, критерии CVS, cholelithiasis, multimodal ultrasound, artificial intelligence, POCUS, laparo-scopic cholecystectomy, neural networks, CVS criteria, xolelitiaz, multimodal ultratovush, sun’iy intellekt, POCUS, laparoskopik xo-lesistektomiya, neyron tarmoqlari, CVS mezonlari

Ilmiy soha

Tibbiyot

Iqtibos keltirish

APAТаджибаев, Ш, Абдурашидов, Ф, Тоджиходжаев, Ш, Саминжонов, Х, Tojiboev, Sh, Abdurashidov, F, Tojikxo'jaev , Sh, Saminjonov, X, Tajibaev, Sh, Abdurashidov, F, Tojikhodjaev, Sh, & Saminjonov, Kh (2026). MULTIMODAL ULTRASONIC DIAGNOSTICS OF CHOLELITHIASIS: FROM POCUS AND RISK STRATIFICATION TO THE IMPLEMENTATION OF ARTIFICIAL INTELLIGENCE. Тиббиёт ва спорт, (1), 63-67. https://journal.sportmed.uz/index.php/medsport/article/view/56
GOST (OAK)Таджибаев, Ш va b. MULTIMODAL ULTRASONIC DIAGNOSTICS OF CHOLELITHIASIS: FROM POCUS AND RISK STRATIFICATION TO THE IMPLEMENTATION OF ARTIFICIAL INTELLIGENCE // Тиббиёт ва спорт. – 2026. – № 1. – P. 63-67.
MLAТаджибаев, Ш, Абдурашидов, Ф, Тоджиходжаев, Ш, Саминжонов, Х, Tojiboev, Sh, Abdurashidov, F, Tojikxo'jaev , Sh, Saminjonov, X, Tajibaev, Sh, Abdurashidov, F, Tojikhodjaev, Sh, and Saminjonov, Kh. “MULTIMODAL ULTRASONIC DIAGNOSTICS OF CHOLELITHIASIS: FROM POCUS AND RISK STRATIFICATION TO THE IMPLEMENTATION OF ARTIFICIAL INTELLIGENCE.” Тиббиёт ва спорт, (1), 63-67, 2026. https://journal.sportmed.uz/index.php/medsport/article/view/56
ChicagoТаджибаев, Ш, Абдурашидов, Ф, Тоджиходжаев, Ш, Саминжонов, Х, Tojiboev, Sh, Abdurashidov, F, Tojikxo'jaev , Sh, Saminjonov, X, Tajibaev, Sh, Abdurashidov, F, Tojikhodjaev, Sh, and Saminjonov, Kh. “MULTIMODAL ULTRASONIC DIAGNOSTICS OF CHOLELITHIASIS: FROM POCUS AND RISK STRATIFICATION TO THE IMPLEMENTATION OF ARTIFICIAL INTELLIGENCE.” Тиббиёт ва спорт, (1), 63-67 (2026). https://journal.sportmed.uz/index.php/medsport/article/view/56
HarvardТаджибаев, Ш, Абдурашидов, Ф, Тоджиходжаев, Ш, Саминжонов, Х, Tojiboev, Sh, Abdurashidov, F, Tojikxo'jaev , Sh, Saminjonov, X, Tajibaev, Sh, Abdurashidov, F, Tojikhodjaev, Sh, and Saminjonov, Kh (2026) ‘MULTIMODAL ULTRASONIC DIAGNOSTICS OF CHOLELITHIASIS: FROM POCUS AND RISK STRATIFICATION TO THE IMPLEMENTATION OF ARTIFICIAL INTELLIGENCE’, Тиббиёт ва спорт, (1), 63-67. https://journal.sportmed.uz/index.php/medsport/article/view/56
BibTeX
@article{article2026,
  title = {MULTIMODAL ULTRASONIC DIAGNOSTICS OF CHOLELITHIASIS: FROM POCUS AND RISK STRATIFICATION TO THE IMPLEMENTATION OF ARTIFICIAL INTELLIGENCE},
  author = {Таджибаев, Ш and Абдурашидов, Ф and Тоджиходжаев, Ш and Саминжонов, Х and Tojiboev, Sh and Abdurashidov, F and Tojikxo'jaev , Sh and Saminjonov, X and Tajibaev, Sh and Abdurashidov, F and Tojikhodjaev, Sh and Saminjonov, Kh},
  journal = {Тиббиёт ва спорт},
  year = {2026},
  number = {1},
  pages = {63-67},
  url = {https://journal.sportmed.uz/index.php/medsport/article/view/56}
}

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