An intelligent system for detecting shoulder joint in radiographic images using deep learning

Uteuliev, Nietbay Uteulievich, Djaykov, Gafur Muratbaevich, Artikbaev, Javlonbek Ziyatbaevichi, Sagidullaev, Nursultan Ibadullaevich, Утеулиев, Ниетбай Утеулиевич, Джайков, Гафур Муратбаевич, Артыкбаев, Жавлонбек Зиятбаевич, Сагидуллаев, Нурсултан Ибадуллаевич, Uteuliev, Nietbay Uteulievich, Djaykov, Gafur Muratbaevich, Artikbaev, Javlonbek Ziyatbay o‘g‘li, Sagidullaev, Nursultan Ibadullaevich

Ilim ha’m ja’miyet · 2026-yil

Annotatsiya

This paper presents a deep learning-based model for automatic shoulder fracture detection using EfficientNet-B0. The model was trained on the XR_SHOULDER subset of the MURA dataset. The achieved accuracy of about 80% confirms the effectiveness of the proposed approach.

Maqola ma’lumotlari
MualliflarUteuliev, Nietbay Uteulievich, Djaykov, Gafur Muratbaevich, Artikbaev, Javlonbek Ziyatbaevichi, Sagidullaev, Nursultan Ibadullaevich, Утеулиев, Ниетбай Утеулиевич, Джайков, Гафур Муратбаевич, Артыкбаев, Жавлонбек Зиятбаевич, Сагидуллаев, Нурсултан Ибадуллаевич, Uteuliev, Nietbay Uteulievich, Djaykov, Gafur Muratbaevich, Artikbaev, Javlonbek Ziyatbay o‘g‘li, Sagidullaev, Nursultan Ibadullaevich
JurnalIlim ha’m ja’miyet
NashriyotНукус давлат педагогика институти
ISSN2010-720x, 2181-1555
Nashr sanasi2026-05-16
Son3-1
Betlar30-33
TilIngliz
Ilmiy sohaPedagogika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

чуқур ўрганиш, EfficientNet, рентген тасвирлари, синишлар, MURA, классификация, глубокое обучение, EfficientNet, рентгенография, переломы, MURA, классификация, deep learning, EfficientNet, radiography, fractures, MURA, classification

Ilmiy soha

Pedagogika

Iqtibos keltirish

APAUteuliev, Nietbay Uteulievich, Djaykov, Gafur Muratbaevich, Artikbaev, Javlonbek Ziyatbaevichi, Sagidullaev, Nursultan Ibadullaevich, Утеулиев, Ниетбай Утеулиевич, Джайков, Гафур Муратбаевич, Артыкбаев, Жавлонбек Зиятбаевич, Сагидуллаев, Нурсултан Ибадуллаевич, Uteuliev, Nietbay Uteulievich, Djaykov, Gafur Muratbaevich, Artikbaev, Javlonbek Ziyatbay o‘g‘li, & Sagidullaev, Nursultan Ibadullaevich (2026). AN INTELLIGENT SYSTEM FOR DETECTING SHOULDER JOINT IN RADIOGRAPHIC IMAGES USING DEEP LEARNING. Ilim ha’m ja’miyet, (3-1), 30-33. https://journal.ndpi.uz/index/article/view/2026-3-1-009
GOST (OAK)Uteuliev, Nietbay Uteulievich va b. AN INTELLIGENT SYSTEM FOR DETECTING SHOULDER JOINT IN RADIOGRAPHIC IMAGES USING DEEP LEARNING // Ilim ha’m ja’miyet. – 2026. – № 3-1. – P. 30-33.
MLAUteuliev, Nietbay Uteulievich, Djaykov, Gafur Muratbaevich, Artikbaev, Javlonbek Ziyatbaevichi, Sagidullaev, Nursultan Ibadullaevich, Утеулиев, Ниетбай Утеулиевич, Джайков, Гафур Муратбаевич, Артыкбаев, Жавлонбек Зиятбаевич, Сагидуллаев, Нурсултан Ибадуллаевич, Uteuliev, Nietbay Uteulievich, Djaykov, Gafur Muratbaevich, Artikbaev, Javlonbek Ziyatbay o‘g‘li, and Sagidullaev, Nursultan Ibadullaevich. “AN INTELLIGENT SYSTEM FOR DETECTING SHOULDER JOINT IN RADIOGRAPHIC IMAGES USING DEEP LEARNING.” Ilim ha’m ja’miyet, (3-1), 30-33, 2026. https://journal.ndpi.uz/index/article/view/2026-3-1-009
ChicagoUteuliev, Nietbay Uteulievich, Djaykov, Gafur Muratbaevich, Artikbaev, Javlonbek Ziyatbaevichi, Sagidullaev, Nursultan Ibadullaevich, Утеулиев, Ниетбай Утеулиевич, Джайков, Гафур Муратбаевич, Артыкбаев, Жавлонбек Зиятбаевич, Сагидуллаев, Нурсултан Ибадуллаевич, Uteuliev, Nietbay Uteulievich, Djaykov, Gafur Muratbaevich, Artikbaev, Javlonbek Ziyatbay o‘g‘li, and Sagidullaev, Nursultan Ibadullaevich. “AN INTELLIGENT SYSTEM FOR DETECTING SHOULDER JOINT IN RADIOGRAPHIC IMAGES USING DEEP LEARNING.” Ilim ha’m ja’miyet, (3-1), 30-33 (2026). https://journal.ndpi.uz/index/article/view/2026-3-1-009
HarvardUteuliev, Nietbay Uteulievich, Djaykov, Gafur Muratbaevich, Artikbaev, Javlonbek Ziyatbaevichi, Sagidullaev, Nursultan Ibadullaevich, Утеулиев, Ниетбай Утеулиевич, Джайков, Гафур Муратбаевич, Артыкбаев, Жавлонбек Зиятбаевич, Сагидуллаев, Нурсултан Ибадуллаевич, Uteuliev, Nietbay Uteulievich, Djaykov, Gafur Muratbaevich, Artikbaev, Javlonbek Ziyatbay o‘g‘li, and Sagidullaev, Nursultan Ibadullaevich (2026) ‘AN INTELLIGENT SYSTEM FOR DETECTING SHOULDER JOINT IN RADIOGRAPHIC IMAGES USING DEEP LEARNING’, Ilim ha’m ja’miyet, (3-1), 30-33. https://journal.ndpi.uz/index/article/view/2026-3-1-009
BibTeX
@article{uteulievnietbayuteulievich2026,
  title = {AN INTELLIGENT SYSTEM FOR DETECTING SHOULDER JOINT IN RADIOGRAPHIC IMAGES USING DEEP LEARNING},
  author = {Uteuliev, Nietbay Uteulievich and Djaykov, Gafur Muratbaevich and Artikbaev, Javlonbek Ziyatbaevichi and Sagidullaev, Nursultan Ibadullaevich and Утеулиев, Ниетбай Утеулиевич and Джайков, Гафур Муратбаевич and Артыкбаев, Жавлонбек Зиятбаевич and Сагидуллаев, Нурсултан Ибадуллаевич and Uteuliev, Nietbay Uteulievich and Djaykov, Gafur Muratbaevich and Artikbaev, Javlonbek Ziyatbay o‘g‘li and Sagidullaev, Nursultan Ibadullaevich},
  journal = {Ilim ha’m ja’miyet},
  year = {2026},
  number = {3-1},
  pages = {30-33},
  url = {https://journal.ndpi.uz/index/article/view/2026-3-1-009}
}

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