Machine learning in ultrasound computer‐aided diagnostic systems: a survey

Q Huang, F Zhang, X Li - BioMed research international, 2018 - Wiley Online Library
The ultrasound imaging is one of the most common schemes to detect diseases in the
clinical practice. There are many advantages of ultrasound imaging such as safety …

Ultrasound imaging to assess skeletal muscle architecture during movements: a systematic review of methods, reliability, and challenges

B Van Hooren, P Teratsias… - Journal of Applied …, 2020 - journals.physiology.org
B-mode ultrasound is often used to quantify muscle architecture during movements. Our
objectives were to 1) systematically review the reliability of fascicle length (FL) and …

UltraTrack: Software for semi-automated tracking of muscle fascicles in sequences of B-mode ultrasound images

DJ Farris, GA Lichtwark - Computer methods and programs in biomedicine, 2016 - Elsevier
Background Dynamic measurements of human muscle fascicle length from sequences of B-
mode ultrasound images have become increasingly prevalent in biomedical research …

[HTML][HTML] Simple Muscle Architecture Analysis (SMA): An ImageJ macro tool to automate measurements in B-mode ultrasound scans

OR Seynnes, NJ Cronin - Plos one, 2020 - journals.plos.org
In vivo measurements of muscle architecture (ie the spatial arrangement of muscle fascicles)
are routinely included in research and clinical settings to monitor muscle structure, function …

Architectural changes in superficial and deep compartments of the tibialis anterior during electrical stimulation over different sites

M Carbonaro, O Seynnes, NA Maffiuletti… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Electrical stimulation is widely used in rehabilitation to prevent muscle weakness and to
assist the functional recovery of neural deficits. Its application is however limited by the rapid …

Thyroid nodule ultrasound image classification through hybrid feature cropping network

R Song, L Zhang, C Zhu, J Liu, J Yang, T Zhang - IEEE Access, 2020 - ieeexplore.ieee.org
With the increasing cases of thyroid malignant tumors, the diagnosis of thyroid nodule has
attracted more and more attention. Deep learning has achieved promising results in …

[HTML][HTML] Reliability of ultrasonographic measurement of muscle architecture of the gastrocnemius medialis and gastrocnemius lateralis

S May, S Locke, M Kingsley - PloS one, 2021 - journals.plos.org
Ultrasonography is widely used to measure gastrocnemius muscle architecture; however, it
is unclear if values obtained from digitised images are sensitive enough to track architectural …

[HTML][HTML] Automatic analysis of transverse musculoskeletal ultrasound images based on the multi-task learning model

L Zhou, S Liu, W Zheng - Entropy, 2023 - mdpi.com
Musculoskeletal ultrasound imaging is an important basis for the early screening and
accurate treatment of muscle disorders. It allows the observation of muscle status to screen …

Functional deficits may be explained by plantarflexor remodeling following Achilles tendon rupture repair: preliminary findings

JR Baxter, TJ Hullfish, W Chao - Journal of biomechanics, 2018 - Elsevier
Achilles tendon ruptures are common injuries that often lead to long-term functional deficits.
Despite the prevalence of these injuries, the mechanism responsible for limited function has …

[HTML][HTML] Real-time visual biofeedback via wearable ultrasound imaging can enhance the muscle contraction training outcome of young adults

ZH Huang, CZH Ma, LK Wang, XY Wang… - The Journal of …, 2022 - journals.lww.com
Abstract Huang, ZH, Ma, CZ-H, Wang, LK, Wang, XY, Fu, SN, and Zheng, YP. Real-time
visual biofeedback via wearable ultrasound imaging can enhance the muscle contraction …