Advanced feature fusion of radiomics and deep learning for accurate detection of wrist fractures on X-ray images

被引：0

作者：

Mohamed J. Saadh ^{[1
]}

Qusay Mohammed Hussain ^{[2
]}

Rafid Jihad Albadr ^{[3
]}

Hardik Doshi ^{[4
]}

M. M. Rekha ^{[5
]}

Mayank Kundlas ^{[6
]}

Amrita Pal ^{[7
]}

Jasur Rizaev ^{[8
]}

Waam Mohammed Taher ^{[9
]}

Mariem Alwan ^{[10
]}

Mahmod Jasem Jawad ^{[11
]}

Ali M. Ali Al-Nuaimi ^{[12
]}

Bagher Farhood ^{[13
]}

机构：

[1] Middle East University,Faculty of Pharmacy

[2] Alnoor University,College of Pharmacy

[3] Ahl Al Bayt University,Department of Computer Engineering, Faculty of Engineering & Technology

[4] Marwadi University Research Center,Department of Chemistry and Biochemistry, School of Sciences

[5] Marwadi University,Centre for Research Impact & Outcome

[6] JAIN (Deemed to Be University),Department of Chemistry

[7] Chitkara University Institute of Engineering and Technology,Department of Public Health and Healthcare Management

[8] Chitkara University,College of Nursing

[9] Sathyabama Institute of Science and Technology,Pharmacy College

[10] Rector,Department of Pharmacy

[11] Samarkand State Medical University,Department of Medical Physics and Radiology, Faculty of Paramedical Sciences

[12] National University of Science and Technology,undefined

[13] Al-Farahidi University,undefined

[14] Al-Zahrawi University College,undefined

[15] Gilgamesh Ahliya University,undefined

[16] Kashan University of Medical Sciences,undefined

来源：

BMC Musculoskeletal Disorders | / 26卷 / 1期

关键词：

X-ray Imaging; Forearm Fractures; Wrist Fractures; Radiomics; Deep Learning; Feature Fusion; Attention Mechanisms; Classification; Feature Selection; Diagnostic Framework;

D O I：

10.1186/s12891-025-08733-6

中图分类号：

学科分类号：

摘要：

引用

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