Cargando…

Estimation of Ultrasound Echogenicity Map from B-Mode Images Using Convolutional Neural Network

In ultrasound B-mode imaging, speckle noises decrease the accuracy of estimation of tissue echogenicity of imaged targets from the amplitude of the echo signals. In addition, since the granular size of the speckle pattern is affected by the point spread function (PSF) of the imaging system, the reso...

Descripción completa

Detalles Bibliográficos
Autores principales:	Shen, Che-Chou, Yang, Jui-En
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7506733/ https://www.ncbi.nlm.nih.gov/pubmed/32878199 http://dx.doi.org/10.3390/s20174931

Ejemplares similares

Multilevel Strip Pooling-Based Convolutional Neural Network for the Classification of Carotid Plaque Echogenicity
por: Ma, Wei, et al.
Publicado: (2021)

Estimation of absolute states of human skeletal muscle via standard B-mode ultrasound imaging and deep convolutional neural networks
por: Cunningham, Ryan J., et al.
Publicado: (2020)

Echogenic exosomes as ultrasound contrast agents
por: Osborn, Jenna, et al.
Publicado: (2020)

Preparation of ultrasound contrast agents: The exploration of the structure-echogenicity relationship of contrast agents based on neural network model
por: Li, Feng, et al.
Publicado: (2022)

The effect of image resolution on convolutional neural networks in breast ultrasound
por: Tang, Shuzhen, et al.
Publicado: (2023)

Automatic ovarian tumors recognition system based on ensemble convolutional neural network with ultrasound imaging
por: Hsu, Shih-Tien, et al.
Publicado: (2022)

Can the ultrasound echogenicity of normal parotid and submandibular glands be used as a reference standard for normal thyroid echogenicity?
por: Choi, Insik, et al.
Publicado: (2022)

Ultrasound estimates of muscle quality in older adults: reliability and comparison of Photoshop and ImageJ for the grayscale analysis of muscle echogenicity
por: Harris-Love, Michael O., et al.
Publicado: (2016)

Convolutional Neural Network for Breast and Thyroid Nodules Diagnosis in Ultrasound Imaging
por: Liang, Xiaowen, et al.
Publicado: (2020)

Thyroid ultrasound image classification using a convolutional neural network
por: Zhu, Yi-Cheng, et al.
Publicado: (2021)

Discrimination of Breast Cancer Based on Ultrasound Images and Convolutional Neural Network
por: Du, Rui, et al.
Publicado: (2022)

Landslide Susceptibility Mapping by Fusing Convolutional Neural Networks and Vision Transformer
por: Bao, Shuai, et al.
Publicado: (2022)

Polypyrrole Hollow Microspheres as Echogenic Photothermal Agent for Ultrasound Imaging Guided Tumor Ablation
por: Zha, Zhengbao, et al.
Publicado: (2013)

Medical Image Retrieval Using Empirical Mode Decomposition with Deep Convolutional Neural Network
por: Zhang, Shaomin, et al.
Publicado: (2020)

Electrospray mode discrimination with current signal using deep convolutional neural network and class activation map
por: Kim, Man Jin, et al.
Publicado: (2022)

Investigation of optimal convolutional neural network conditions for thyroid ultrasound image analysis
por: Lee, Joon-Hyop, et al.
Publicado: (2023)

Echogenic Glycol Chitosan Nanoparticles for Ultrasound-Triggered Cancer Theranostics
por: Min, Hyun Su, et al.
Publicado: (2015)

Echogenicity of benign adrenal focal lesions on imaging with new ultrasound techniques – report with pictorial presentation
por: Słapa, Rafał Z., et al.
Publicado: (2015)

Echogenicity and echocardiographic guidance
por: Balcı, Kevser Gülcihan, et al.
Publicado: (2019)

Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images
por: Byra, Michał, et al.
Publicado: (2018)

Thyroid Nodule Classification in Ultrasound Images by Fine-Tuning Deep Convolutional Neural Network
por: Chi, Jianning, et al.
Publicado: (2017)

Gallbladder Polyp Classification in Ultrasound Images Using an Ensemble Convolutional Neural Network Model
por: Kim, Taewan, et al.
Publicado: (2021)

Effectiveness of convolutional neural networks in the interpretation of pulmonary cytologic images in endobronchial ultrasound procedures
por: Lin, Ching‐Kai, et al.
Publicado: (2021)

Automated Uterine Fibroids Detection in Ultrasound Images Using Deep Convolutional Neural Networks
por: Shahzad, Ahsan, et al.
Publicado: (2023)

Echogenic foci in thyroid nodules: diagnostic performance with combination of TIRADS and echogenic foci
por: Ha, Su Min, et al.
Publicado: (2019)

Stiffness and echogenicity: Development of a stiffness-echogenicity matrix for clinical problem solving
por: Stecco, Antonio, et al.
Publicado: (2019)

Motion Compensated Ultrasound Imaging Allows Thermometry and Image Guided Drug Delivery Monitoring from Echogenic Liposomes
por: Ektate, Kalyani, et al.
Publicado: (2016)

Zebrafish tracking using convolutional neural networks
por: XU, Zhiping, et al.
Publicado: (2017)

Ultrasound Echogenicity as an Indicator of Muscle Fatigue during Functional Electrical Stimulation
por: Zhang, Qiang, et al.
Publicado: (2022)

Classification of Polar Maps from Cardiac Perfusion Imaging with Graph-Convolutional Neural Networks
por: Spier, Nathalia, et al.
Publicado: (2019)

Dissociable Neural Representations of Adversarially Perturbed Images in Convolutional Neural Networks and the Human Brain
por: Zhang, Chi, et al.
Publicado: (2021)

Using Deep Convolutional Neural Networks for Enhanced Ultrasonographic Image Diagnosis of Differentiated Thyroid Cancer
por: Chan, Wai-Kin, et al.
Publicado: (2021)

Depth Estimation for Light-Field Images Using Stereo Matching and Convolutional Neural Networks
por: Rogge, Ségolène, et al.
Publicado: (2020)

Direct Estimation of Choroidal Thickness in Optical Coherence Tomography Images with Convolutional Neural Networks
por: Rong, Yibiao, et al.
Publicado: (2022)

Estimating the Feeding Time of Individual Broilers via Convolutional Neural Network and Image Processing
por: Nasiri, Amin, et al.
Publicado: (2023)

Image Sensing and Processing with Convolutional Neural Networks
por: Coleman, Sonya, et al.
Publicado: (2022)

Integration of spatial information in convolutional neural networks for automatic segmentation of intraoperative transrectal ultrasound images
por: Ghavami, Nooshin, et al.
Publicado: (2018)

Segmentation of finger tendon and synovial sheath in ultrasound image using deep convolutional neural network
por: Kuok, Chan-Pang, et al.
Publicado: (2020)

Classification of Lung Disease in Children by Using Lung Ultrasound Images and Deep Convolutional Neural Network
por: Magrelli, Silvia, et al.
Publicado: (2021)

Super-Resolution Ultrasound Imaging Scheme Based on a Symmetric Series Convolutional Neural Network
por: Tamang, Lakpa Dorje, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_u9o5htv5r4fc6q8psv76bj4l0n