AIMC Topic:
Ultrasonography

Clear Filters Showing 951 to 960 of 1258 articles

Application of Deep Learning in Quantitative Analysis of 2-Dimensional Ultrasound Imaging of Nonalcoholic Fatty Liver Disease.

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine Jun 20, 2019
OBJECTIVES: To verify the value of deep learning in diagnosing nonalcoholic fatty liver disease (NAFLD) by comparing 3 image-processing techniques.
Non-alcoholic Fatty Liver Disease Image Interpretation, Computer-Assisted Severity of Illness Index Deep Learning Liver Evaluation Studies as Topic Sensitivity and Specificity Ultrasonography
View on PubMed DOI

Deep learning-based carotid media-adventitia and lumen-intima boundary segmentation from three-dimensional ultrasound images.

Medical physics Jun 11, 2019
PURPOSE: Quantification of carotid plaques has been shown to be important for assessing as well as monitoring the progression and regression of carotid atherosclerosis. Various metrics have been proposed and methods of measurements ranging from manua...
Humans Aged Deep Learning Carotid Arteries Tunica Intima Adventitia Ultrasonography Imaging, Three-Dimensional Time Factors
View on PubMed DOI

A Mechatronic Platform for Computer Aided Detection of Nodules in Anatomopathological Analyses via Stiffness and Ultrasound Measurements.

Sensors (Basel, Switzerland) May 31, 2019
This study presents a platform for ex-vivo detection of cancer nodules, addressing automation of medical diagnoses in surgery and associated histological analyses. The proposed approach takes advantage of the property of cancer to alter the mechanica...
Robotics Animals Neoplasms Ultrasonography Humans
View on PubMed DOI

Ultrasound prostate segmentation based on multidirectional deeply supervised V-Net.

Medical physics May 29, 2019
PURPOSE: Transrectal ultrasound (TRUS) is a versatile and real-time imaging modality that is commonly used in image-guided prostate cancer interventions (e.g., biopsy and brachytherapy). Accurate segmentation of the prostate is key to biopsy needle p...
Supervised Machine Learning Observer Variation Image Processing, Computer-Assisted Prostate Deep Learning Humans Male Ultrasonography
View on PubMed DOI

Adaptive Augmentation of Medical Data Using Independently Conditional Variational Auto-Encoders.

IEEE transactions on medical imaging May 6, 2019
Current deep supervised learning methods typically require large amounts of labeled data for training. Since there is a significant cost associated with clinical data acquisition and labeling, medical datasets used for training these models are relat...
Humans Brain Neoplasms Deep Learning Algorithms Databases, Factual Spine Ultrasonography Image Interpretation, Computer-Assisted Magnetic Resonance Imaging
View on PubMed DOI

Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound.

IEEE transactions on medical imaging Apr 25, 2019
Automatic prostate segmentation in transrectal ultrasound (TRUS) images is of essential importance for image-guided prostate interventions and treatment planning. However, developing such automatic solutions remains very challenging due to the missin...
Prostatic Neoplasms Humans Prostate Neural Networks, Computer Deep Learning Ultrasonography Male Imaging, Three-Dimensional
View on PubMed DOI

Image Quality Improvement of Hand-Held Ultrasound Devices With a Two-Stage Generative Adversarial Network.

IEEE transactions on bio-medical engineering Apr 24, 2019
As a widely used imaging modality in the medical field, ultrasound has been applied in community medicine, rural medicine, and even telemedicine in recent years. Therefore, the development of portable ultrasound devices has become a popular research ...
Ultrasonography Image Processing, Computer-Assisted Carotid Arteries Phantoms, Imaging Equipment Design Humans Machine Learning Algorithms
View on PubMed DOI

Automatic localization of anatomical regions in medical ultrasound images of rheumatoid arthritis using deep learning.

Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine Apr 24, 2019
The pace of population aging is growing faster worldwide. The quality of life of the aging population is mostly affected by rheumatic diseases. With the increasing rate of rheumatoid arthritis in the aging population, technological advances in the fi...
Automation Ultrasonography Image Processing, Computer-Assisted Humans Arthritis, Rheumatoid Deep Learning
View on PubMed DOI

Deep Learning for Real-time, Automatic, and Scanner-adapted Prostate (Zone) Segmentation of Transrectal Ultrasound, for Example, Magnetic Resonance Imaging-transrectal Ultrasound Fusion Prostate Biopsy.

European urology focus Apr 23, 2019
BACKGROUND: Although recent advances in multiparametric magnetic resonance imaging (MRI) led to an increase in MRI-transrectal ultrasound (TRUS) fusion prostate biopsies, these are time consuming, laborious, and costly. Introduction of deep-learning ...
Biopsy Male Prostate Image-Guided Biopsy Aged Aged, 80 and over Rectum Middle Aged Ultrasonography Humans Adult Deep Learning Magnetic Resonance Imaging Artificial Intelligence
View on PubMed DOI

Attention-aware fully convolutional neural network with convolutional long short-term memory network for ultrasound-based motion tracking.

Medical physics Apr 22, 2019
PURPOSE: One of the promising options for motion management in radiation therapy (RT) is the use of LINAC-compatible robotic-arm-mounted ultrasound imaging system due to its high soft tissue contrast, real-time capability, absence of ionizing radiati...
Neural Networks, Computer Radiotherapy, Image-Guided Image Processing, Computer-Assisted Movement Ultrasonography
View on PubMed DOI
Popular Topics
Recent Journals