Applications of artificial intelligence in musculoskeletal ultrasound: narrative review
SC Dinescu, D Stoica, CE Bita, AI Nicoara… - Frontiers in …, 2023 - frontiersin.org
Ultrasonography (US) has become a valuable imaging tool for the examination of the
musculoskeletal system. It provides important diagnostic information and it can also be very …
musculoskeletal system. It provides important diagnostic information and it can also be very …
The use of artificial intelligence in musculoskeletal ultrasound: a systematic review of the literature
JM Getzmann, G Zantonelli, C Messina, D Albano… - La radiologia …, 2024 - Springer
Purpose To systematically review the use of artificial intelligence (AI) in musculoskeletal
(MSK) ultrasound (US) with an emphasis on AI algorithm categories and validation …
(MSK) ultrasound (US) with an emphasis on AI algorithm categories and validation …
[HTML][HTML] Artificial intelligence in knee osteoarthritis: a comprehensive review
Objective The aim of this literature review is to yield a comprehensive and exhaustive
overview of the existing evidence and up-to-date applications of artificial intelligence for …
overview of the existing evidence and up-to-date applications of artificial intelligence for …
Knee bone models from ultrasound
B Hohlmann, P Broessner, L Phlippen… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
The number of total knee arthroplasties performed worldwide is on the rise. Patient-specific
planning and implants may improve surgical outcomes but require 3-D models of the bones …
planning and implants may improve surgical outcomes but require 3-D models of the bones …
A Systematic Survey on Segmentation Algorithms for Musculoskeletal Tissues in Ultrasound Imaging
AH Ramakrishnan, M Rajappa, K Kirthivasan… - … Methods in Engineering, 2024 - Springer
Ultrasound imaging is widely used for the clinical assessment and study of musculoskeletal
tissues because of its capacity for real-time imaging, low cost, high availability and …
tissues because of its capacity for real-time imaging, low cost, high availability and …
Self-supervised learning to more efficiently generate segmentation masks for wrist ultrasound
Deep learning automation of medical image analysis is highly desirable for purposes
including organ/tissue segmentation and disease detection. However, deep learning …
including organ/tissue segmentation and disease detection. However, deep learning …
Ultrasound-based 3D bone modelling in computer assisted orthopedic surgery–a review and future challenges
B Hohlmann, P Broessner… - Computer Assisted …, 2024 - Taylor & Francis
Computer-assisted orthopedic surgery requires precise representations of bone surfaces. To
date, computed tomography constitutes the gold standard, but comes with a number of …
date, computed tomography constitutes the gold standard, but comes with a number of …
[HTML][HTML] A method framework of semi-automatic knee bone segmentation and reconstruction from computed tomography (CT) images
A Humayun, M Rehman, B Liu - Quantitative Imaging in …, 2024 - pmc.ncbi.nlm.nih.gov
Background Accurate delineation of knee bone boundaries is crucial for computer-aided
diagnosis (CAD) and effective treatment planning in knee diseases. Current methods often …
diagnosis (CAD) and effective treatment planning in knee diseases. Current methods often …
Three-dimensional sonography has satisfied accuracy for detecting rotator cuff tears
X Wang, W Zhang, J Dong, L Li, Y Xiao, F Liu - Frontiers in Surgery, 2024 - frontiersin.org
Background Rotator cuff injuries and tears are common causes of shoulder pain and
dysfunction, necessitating accurate diagnostic methods to guide clinical decision-making …
dysfunction, necessitating accurate diagnostic methods to guide clinical decision-making …
Machine learning algorithms for diagnosing of knee osteoarthritis using radiographs
HN Abdalla, SK Gharghan, HA Atee - AIP Conference Proceedings, 2024 - pubs.aip.org
Osteoarthritis is a degenerative joint disease that commonly affects the elderly population.
The Kellgren-Lawrence grading system serves as the benchmark for evaluating OA severity …
The Kellgren-Lawrence grading system serves as the benchmark for evaluating OA severity …