On the analyses of medical images using traditional machine learning techniques and convolutional neural networks

S Iqbal, A N. Qureshi, J Li, T Mahmood - Archives of Computational …, 2023 - Springer
Convolutional neural network (CNN) has shown dissuasive accomplishment on different
areas especially Object Detection, Segmentation, Reconstruction (2D and 3D), Information …

Artificial intelligence to analyze magnetic resonance imaging in rheumatology

LC Adams, KK Bressem, K Ziegeler, JL Vahldiek… - Joint Bone Spine, 2024 - Elsevier
Rheumatic disorders present a global health challenge, marked by inflammation and
damage to joints, bones, and connective tissues. Accurate, timely diagnosis and appropriate …

The role of artificial intelligence in electrodiagnostic and neuromuscular medicine: Current state and future directions

MA Taha, JA Morren - Muscle & Nerve, 2024 - Wiley Online Library
The rapid advancements in artificial intelligence (AI), including machine learning (ML), and
deep learning (DL) have ushered in a new era of technological breakthroughs in healthcare …

[HTML][HTML] Update on muscle imaging in myositis

AL Tan, A Di Matteo, RJ Wakefield… - Current Opinion in …, 2023 - journals.lww.com
It is evident that MRI, ultrasound and PET/CT have important roles in myositis. Continued
technological advancement and a quest for more sophisticated applications help drive …

From data to diagnosis: How machine learning is revolutionizing biomarker discovery in idiopathic inflammatory myopathies

E McLeish, N Slater, FL Mastaglia… - Briefings in …, 2024 - academic.oup.com
Idiopathic inflammatory myopathies (IIMs) are a heterogeneous group of muscle disorders
including adult and juvenile dermatomyositis, polymyositis, immune-mediated necrotising …

Myositis detection from muscle ultrasound images using a proposed yolo-cse model

AH Ahmed, SM Youssef, N Ghatwary… - IEEE Access, 2023 - ieeexplore.ieee.org
Myositis is a rare muscle disorder resulting from the immune system's attack on the muscle
cells, leading to muscle weaknesses. A precise and early diagnosis of the illness is crucial …

[PDF][PDF] Idiopathic inflammatory myopathies: one year in review 2023

E Conticini, E Dourado, F Bottazzi, C Cardelli… - Clin Exp …, 2024 - ibmmyositis.com
Idiopathic inflammatory myopathies are a group of rare, autoimmune, diseases typically
involving striate muscle and also variously affecting several other systems or organs, such …

Deep learning in rheumatological image interpretation

BC Stoel, M Staring, M Reijnierse… - Nature Reviews …, 2024 - nature.com
Artificial intelligence techniques, specifically deep learning, have already affected daily life
in a wide range of areas. Likewise, initial applications have been explored in rheumatology …

MGB-Unet: An Improved Multiscale Unet with Bottleneck Transformer for Myositis Segmentation from Ultrasound Images

A Hussein, S Youssef, MA Ahmed… - Journal of Imaging …, 2024 - Springer
Myositis is the inflammation of the muscles that can arise from various sources with diverse
symptoms and require different treatments. For treatment to achieve optimal results, it is …

Imaging in France: 2024 Update

M Barat, A Crombé, T Boeken… - Canadian …, 2024 - journals.sagepub.com
Radiology in France has made major advances in recent years through innovations in
research and clinical practice. French institutions have developed innovative imaging …