AIMC Topic:
Ultrasonography

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Deep learning-enabled pelvic ultrasound images for accurate diagnosis of ovarian cancer in China: a retrospective, multicentre, diagnostic study.

The Lancet. Digital health Mar 1, 2022
BACKGROUND: Ultrasound is a critical non-invasive test for preoperative diagnosis of ovarian cancer. Deep learning is making advances in image-recognition tasks; therefore, we aimed to develop a deep convolutional neural network (DCNN) model that aut...
Prospective Studies Retrospective Studies Female Humans Adolescent Adult Ultrasonography Deep Learning Ovarian Neoplasms China
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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...
Female Aged Aged, 80 and over Humans Computers Retrospective Studies Carcinoma, Ductal, Breast Middle Aged Deep Learning Ultrasonography Adult 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...
Animals Male Ultrasonography Support Vector Machine Muscle, Skeletal Adipose Tissue Technology Body Composition Female Least-Squares Analysis Sheep Meat
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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...
Ultrasonography Signal Processing, Computer-Assisted Bone and Bones Cortical Bone 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...
Ultrasonography, Interventional Exercise Therapy Prostatectomy Pelvic Floor Urinary Incontinence Ultrasonography Treatment Outcome Robotics Male Quality of Life Humans Aged
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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 ...
Ultrasonography, Interventional Anesthesia, Conduction Peripheral Nerves Artificial Intelligence Ultrasonography Humans
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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...
Robotics Humans Ultrasonography Allied Health Personnel Abdomen Rural Population
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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.
Biopsy, Fine-Needle Machine Learning Follow-Up Studies Prognosis Area Under Curve Retrospective Studies Humans Thyroid Gland Ultrasonography Child Thyroid Nodule Thyroid Neoplasms Decision Support Systems, Clinical
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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 ...
Spine Ultrasonography Humans Robotics Neural Networks, Computer Robotic Surgical Procedures
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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...
Algorithms Carotid Arteries Deep Learning Ultrasonography Motion
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