USG :: Ultrasonography

Clinical Applications, Challenges, and Recommendations for Artificial Intelligence in Musculoskeletal and Soft-Tissue Ultrasound: AJR Expert Panel Narrative Review

Paul H. Yi, Hillary W. Garner, Anna Hirschmann, Jon A. Jacobson, Patrick Omoumi, Kangrok Oh, John R. Zech, Young Han Lee

American Journal of Roentgenology.2024;[Epub] CrossRef

Fully Automated Analysis of Muscle Architecture from B-Mode Ultrasound Images with DL_Track_US

Paul Ritsche, Martino V. Franchi, Oliver Faude, Taija Finni, Olivier Seynnes, Neil J. Cronin

Ultrasound in Medicine & Biology.2024; 50(2): 258. CrossRef

Development of Continuous Assessment of Muscle Quality and Frailty in Older Patients Using Multiparametric Combinations of Ultrasound and Blood Biomarkers: Protocol for the ECOFRAIL Study

Naiara Virto, Xabier Río, Garazi Angulo-Garay, Rafael García Molina, Almudena Avendaño Céspedes, Elisa Belen Cortés Zamora, Elena Gómez Jiménez, Ruben Alcantud Córcoles, Leocadio Rodriguez Mañas, Alba Costa-Grille, Ander Matheu, Diego Marcos-Pérez, Uxue L

Ultrasound-based 3D bone modelling in computer assisted orthopedic surgery – a review and future challenges

Benjamin Hohlmann, Peter Broessner, Klaus Radermacher

AI applications in musculoskeletal imaging: a narrative review

Salvatore Gitto, Francesca Serpi, Domenico Albano, Giovanni Risoleo, Stefano Fusco, Carmelo Messina, Luca Maria Sconfienza

European Radiology Experimental.2024;[Epub] CrossRef

Class‐Rheum for AI: Reflections from a Filipino Rheumatologist and Health Informatics graduate student

International Journal of Rheumatic Diseases.2024;[Epub] CrossRef

Deep Learning Detection and Segmentation of Facet Joints in Ultrasound Images Based on Convolutional Neural Networks and Enhanced Data Annotation

Lingeer Wu, Di Xia, Jin Wang, Si Chen, Xulei Cui, Le Shen, Yuguang Huang

Incidence, Prevalence, Risk Factors, and Clinical Treatment for Children with Developmental Dysplasia of the Hip in Saudi Arabia. A Systematic Review

Naif Alrashdi, Mansour Alotaibi, Moqfa Alharthi, Faizan Kashoo, Sultan Alanazi, Ahmad Alanazi, Msaad Alzhrani, Thamer Alhussainan, Rami Alanazi, Rakan Almutairi, Matthew Ithurburn

Journal of Epidemiology and Global Health.2024;[Epub] CrossRef

The role of musculoskeletal ultrasound in assessment of disease activity in rheumatoid arthritis patients with fibromyalgia

Mai Sami, Maha Nassr, Nehal El-Ghobashy, Siham Aly Metawie, Samar M. Fawzy

The Egyptian Rheumatologist.2023; 45(1): 7. CrossRef

Applying artificial intelligence to the use of ultrasound as an educational tool: A focus on ultrasound‐guided regional anesthesia

Neuromuscular Ultrasound in Intensive Care Unit-Acquired Weakness: Current State and Future Directions

Felix Klawitter, Uwe Walter, Hubertus Axer, Robert Patejdl, Johannes Ehler

Artificial Intelligence and Deep Learning in Musculoskeletal Magnetic Resonance Imaging

Seung Dae Baek, Joohee Lee, Sungjun Kim, Ho-Taek Song, Young Han Lee

Investigative Magnetic Resonance Imaging.2023; 27(2): 67. CrossRef

Identification of tophi in ultrasound imaging based on transfer learning and clinical practice

Tzu-Min Lin, Hsiang-Yen Lee, Ching-Kuei Chang, Ke-Hung Lin, Chi-Ching Chang, Bing-Fei Wu, Syu-Jyun Peng

Unsupervised cluster analysis of clinical and ultrasound features reveals unique gout subtypes: Results from the Egyptian College of Rheumatology (ECR)

Nevin Hammam, Samar Tharwat, Ahmed M Elsaman, Ali Bakhiet, Mohamed Bakrey Mahmoud, Faten Ismail, Hanan El Saadany, Rawhya R ElShereef, Eman F Mohamed, Mervat I Abd Elazeem, Ayman Eid, Fatma Ali, Mona Hamdy, Reem El Mallah, Reem Ha Mohammed, Rania M Gamal,

Diabetes & Metabolic Syndrome: Clinical Research & Reviews.2023; 17(12): 102897. CrossRef

Applications of artificial intelligence in musculoskeletal ultrasound: narrative review

Stefan Cristian Dinescu, Doru Stoica, Cristina Elena Bita, Andreea-Iulia Nicoara, Mihaela Cirstei, Maria-Alexandra Staiculesc, Florentin Vreju

Peripheral nerve blocks and the use of artificial intelligence-assisted ultrasonography

Journal of Clinical Anesthesia.2022; 78: 110597. CrossRef

Interobserver Variability of Hip Dysplasia Indices on Sweep Ultrasound for Novices, Experts, and Artificial Intelligence

Siyavash Ghasseminia, Andrew Kean Seng LIM, Nathan D.P. Concepcion, David Kirschner, Yi Ming TEO, Sukhdeep Dulai, Myles Mabee, Sara Kernick, Cain Brockley, Siska Muljadi, Pavel Singh, Abhilash Rakkunedeth Hareendranathan, Jeevesh Kapur, Dornoosh Zonoobi,

Journal of Pediatric Orthopaedics.2022; 42(4): e315. CrossRef

New insights into the evaluation of peripheral nerves lesions: a survival guide for beginners

Teodoro Martín-Noguerol, Rafael Barousse, Antonio Luna, Mariano Socolovsky, Juan M. Górriz, Manuel Gómez-Río

Application of an Improved U2-Net Model in Ultrasound Median Neural Image Segmentation

Ultrasound in Medicine & Biology.2022; 48(12): 2512. CrossRef

DeepACSA: Automatic Segmentation of Cross-Sectional Area in Ultrasound Images of Lower Limb Muscles Using Deep Learning

PAUL RITSCHE, PHILIPP WIRTH, NEIL J. CRONIN, FABIO SARTO, MARCO V. NARICI, OLIVER FAUDE, MARTINO V. FRANCHI

Medicine & Science in Sports & Exercise.2022; 54(12): 2188. CrossRef

Deep learning for detecting supraspinatus calcific tendinopathy on ultrasound images

Pei-Hsin Chiu, Mathieu Boudier-Revéret, Shu-Wei Chang, Chueh-Hung Wu, Wen-Shiang Chen, Levent Özçakar

Journal of Medical Ultrasound.2022; 30(3): 196. CrossRef

Artificial intelligence for ultrasonography: unique opportunities and challenges

Deep Learning of Ultrasound Imaging for Evaluating Ambulatory Function of Individuals with Duchenne Muscular Dystrophy

Ai-Ho Liao, Jheng-Ru Chen, Shi-Hong Liu, Chun-Hao Lu, Chia-Wei Lin, Jeng-Yi Shieh, Wen-Chin Weng, Po-Hsiang Tsui

Quantitative and Comparative Analysis of Effectivity and Robustness for Enhanced and Optimized Non-Local Mean Filter Combining Pixel and Patch Information on MR Images of Musculoskeletal System

Jan Kubicek, Michal Strycek, Martin Cerny, Marek Penhaker, Ondrej Prokop, Dominik Vilimek

Deep learning segmentation of transverse musculoskeletal ultrasound images for neuromuscular disease assessment

Francesco Marzola, Nens van Alfen, Jonne Doorduin, Kristen M. Meiburger

Computers in Biology and Medicine.2021; 135: 104623. CrossRef

Real-world analysis of artificial intelligence in musculoskeletal trauma

Pranav Ajmera, Amit Kharat, Rajesh Botchu, Harun Gupta, Viraj Kulkarni

Journal of Clinical Orthopaedics and Trauma.2021; 22: 101573. CrossRef

Point-of-Care Ultrasound: New Concepts and Future Trends

Wang, MD Yaoting, Chai, MD Huihui, Ye, MD Ruizhong, Li, MD, PhD Jingzhi, Liu, MD Ji-Bin, Lin Chen, Peng, MD Chengzhong

ADVANCED ULTRASOUND IN DIAGNOSIS AND THERAPY.2021; 5(3): 268. CrossRef