AIMC Topic: Ultrasonography

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Ultrasonographic morphological characteristics determined using a deep learning-based computer-aided diagnostic system of breast cancer.

Medicine Jan 21, 2022
To investigate the correlations between ultrasonographic morphological characteristics quantitatively assessed using a deep learning-based computer-aided diagnostic system (DL-CAD) and histopathologic features of breast cancer.This retrospective stud...
Ultrasonography Carcinoma, Ductal, Breast Middle Aged Deep Learning Female Humans Aged Computers Retrospective Studies Adult Aged, 80 and over Breast Neoplasms
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Predictability of carcass traits in live Tan sheep by real-time ultrasound technology with least-squares support vector machines.

Animal science journal = Nihon chikusan Gakkaiho Jan 1, 2022
This study aimed to investigate the performance of least-squares support vector machines to predict carcass characteristics in Tan sheep using noninvasive in vivo measurements. A total of 80 six-month-old Tan sheep (37 rams and 43 ewes) were examined...
Female Least-Squares Analysis Animals Meat Technology Support Vector Machine Sheep Body Composition Male Muscle, Skeletal Ultrasonography Adipose Tissue
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Signal Processing Techniques Applied to Axial Transmission Ultrasound.

Advances in experimental medicine and biology Jan 1, 2022
A new application of ultrasonography has been emerging in the bone quantitative ultrasound arena in the last twenty years: cortical bone characterization using axial transmission ultrasound (ATU). Although challenged by the complicated cortical tissu...
Bone and Bones Cortical Bone Ultrasonography Signal Processing, Computer-Assisted Artificial Intelligence
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Effectiveness of ultrasound-guided pelvic floor muscle training in improving prolonged urinary incontinence after robot-assisted radical prostatectomy.

Drug discoveries & therapeutics Jan 1, 2022
Persistence of urinary incontinence (UI) after robot-assisted radical prostatectomy (RARP) is a bothersome problem because of its negative effect on the patient's quality of life (QOL). This study aimed to evaluate the effect of transperineal ultraso...
Exercise Therapy Prostatectomy Pelvic Floor Robotics Ultrasonography, Interventional Urinary Incontinence Humans Aged Ultrasonography Male Treatment Outcome Quality of Life
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Artificial Intelligence: Innovation to Assist in the Identification of Sono-anatomy for Ultrasound-Guided Regional Anaesthesia.

Advances in experimental medicine and biology Jan 1, 2022
Ultrasound-guided regional anaesthesia (UGRA) involves the targeted deposition of local anaesthesia to inhibit the function of peripheral nerves. Ultrasound allows the visualisation of nerves and the surrounding structures, to guide needle insertion ...
Artificial Intelligence Ultrasonography Ultrasonography, Interventional Humans Anesthesia, Conduction Peripheral Nerves
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A Telerobotic Ultrasound Clinic Model of Ultrasound Service Delivery to Improve Access to Imaging in Rural and Remote Communities.

Journal of the American College of Radiology : JACR Jan 1, 2022
OBJECTIVE: Patients living in many rural and remote areas do not have readily available access to ultrasound services because of a lack of sonographers and radiologists in these communities. The objective of this study was to determine the feasibilit...
Humans Allied Health Personnel Ultrasonography Abdomen Rural Population Robotics
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Predicting Malignancy in Pediatric Thyroid Nodules: Early Experience With Machine Learning for Clinical Decision Support.

The Journal of clinical endocrinology and metabolism Nov 19, 2021
OBJECTIVE: To develop a machine learning tool to integrate clinical data for the prediction of non-benign thyroid cytology and histology.
Humans Thyroid Nodule Area Under Curve Thyroid Neoplasms Retrospective Studies Decision Support Systems, Clinical Machine Learning Biopsy, Fine-Needle Ultrasonography Prognosis Follow-Up Studies Thyroid Gland Child
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A Virtual Scanning Framework for Robotic Spinal Sonography with Automatic Real-time Recognition of Standard Views.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Nov 1, 2021
Ultrasound (US) imaging is widely used to assist in the diagnosis and intervention of the spine, but the manual scanning process would bring heavy physical and cognitive burdens on the sonographers. Robotic US acquisitions can provide an alternative ...
Humans Robotics Ultrasonography Spine Robotic Surgical Procedures Neural Networks, Computer
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A Novel Deep Learning Approach for Tracking Regions of Interest in Ultrasound Images.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Nov 1, 2021
Due to their great success in learning a universal object similarity metric, Siamese Trackers have been adopted for motion tracking a Region of Interest (ROI) in Ultrasound (US) image sequences. However, these Fully Convolutional Siamese networks (Si...
Carotid Arteries Algorithms Ultrasonography Deep Learning Motion
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End to End Unsupervised Rigid Medical Image Registration by Using Convolutional Neural Networks.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Nov 1, 2021
In this paper, we focus on the issue of rigid medical image registration using deep learning. Under ultrasound, the moving of some organs, e.g., liver and kidney, can be modeled as rigid motion. Therefore, when the ultrasound probe keeps stationary, ...
Ultrasonography Neural Networks, Computer Liver
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