A concise review on deep learning for musculoskeletal X-ray images

Z Alammar, L Alzubaidi, J Zhang… - … on Digital Image …, 2022 - ieeexplore.ieee.org
Musculoskeletal refers to the muscles and skeleton of the body. In particular, the
musculoskeletal system contains joints, muscles, bones, cartilage, ligaments, bursae, and …

Classification of shoulder x-ray images with deep learning ensemble models

F Uysal, F Hardalaç, O Peker, T Tolunay, N Tokgöz - Applied Sciences, 2021 - mdpi.com
Fractures occur in the shoulder area, which has a wider range of motion than other joints in
the body, for various reasons. To diagnose these fractures, data gathered from X-radiation …

Hybrid deep transfer learning framework for humerus fracture detection and classification from x-ray images

P Dey, T Mahmud, KM Foysol… - 2023 4th …, 2024 - ieeexplore.ieee.org
The detection and classification of humerus fractures from X-ray images are crucial for
effective medical diagnosis and treatment planning. Manual assessment of such fractures is …

Parametric Evaluation of Improved Deep Learning Networks for Musculoskeletal Disorder (MSD) Classification

S Nazim, SS Hussain, M Moinuddin… - … on Computer & …, 2021 - ieeexplore.ieee.org
Over the past few decades, the major debate regarding healthcare throughout the world is
the analysis, and findings of diseases by investigating the medical images. Musculoskeletal …

A new FISH Signals Fusion Detection approach for diagnosing Chronic Myeloid Leukemia

A AbdelRaouf - … on Computer Engineering and Systems (ICCES …, 2019 - ieeexplore.ieee.org
Cancer is consider one of the worst disease in the modern era which cause a huge number
of deaths each year world wide. It is generated due to the abnormal growth of attacking …

Optimal deep learning network for musculoskeletal X-Ray imaging classification for hospital medical record system

NO Alresheedi, MO Alresheedi… - مجلة العلوم الهندسية و …, 2022‎ - journals.ajsrp.com
Background: Medical image archiving is one of the integral components of any hospital
medical record system (HMRS). It includes, but is not limited to, MRI, CT-Scan, X-ray …