Global perspective on carotid intima-media thickness and plaque: should the current measurement guidelines be revisited?

L Saba, A Jamthikar, D Gupta, NN Khanna… - International …, 2019 - iris.unica.it
Carotid intima-media thickness (cIMT) and carotid plaque (CP) currently act as risk
predictors for CVD/Stroke risk assessment. Over 2000 articles have been published that …

SUSAN: segment unannotated image structure using adversarial network

F Liu - Magnetic resonance in medicine, 2019 - Wiley Online Library
Purpose To describe and evaluate a segmentation method using joint adversarial and
segmentation convolutional neural network to achieve accurate segmentation using …

Atherosclerotic carotid plaque on panoramic radiographs: neural network detection.

L Kats, M Vered… - International journal …, 2019 - search.ebscohost.com
Abstract Aim: Atherosclerotic carotid plaques (ACPs) constitute the main etiological factor in
about 15% of strokes. ACPs can be detected on routine dental panoramic radiographs. As …

Analysing the power of deep learning techniques over the traditional methods using medicare utilisation and provider data

VP Gurupur, SA Kulkarni, X Liu, U Desai… - Journal of Experimental …, 2019 - Taylor & Francis
ABSTRACT Deep Learning Technique (DLT) is the sub-branch of Machine Learning (ML)
which assists to learn the data in multiple levels of representation and abstraction and …

Content-based image retrieval for breast ultrasound images using convolutional autoencoders: A feasibility study

MI Daoud, A Saleh, I Hababeh… - 2019 3rd international …, 2019 - ieeexplore.ieee.org
Ultrasound imaging is one of the most widely used medical imaging modalities for detecting
breast cancer. However, the accuracy of diagnosing the tumors in breast ultrasound (BUS) …

Aplicaciones de la inteligencia artificial en cardiología: el futuro ya está aquí

PI Dorado-Díaz, J Sampedro-Gómez… - Revista Española de …, 2019 - Elsevier
Existen pocos temas de actualidad equiparables a la posibilidad de la tecnología actual
para desarrollar las mismas capacidades que el ser humano, incluso en medicina. Esta …

[PDF][PDF] 计算机辅助诊断技术在超声医学中的应用进展

毕珂, 王茵 - 肿瘤影像学, 2019 - zhongliuyingxiangxue.com
计算机辅助诊断(computer aided diagnosis, CAD) 在超声医学中的应用已有多年历史, 在乳腺,
甲状腺, 颈动脉和肝脏等领域已有较好的应用成果. 近年来, 随着深度学习的提出 …

Non-invasive imaging techniques and assessment of carotid vasa vasorum neovascularization: Promises and pitfalls

T Pereira, A Betriu, R Alves - Trends in Cardiovascular Medicine, 2019 - Elsevier
Carotid adventitia vasa vasorum neovascularization (VVn) is associated with the initial
stages of arteriosclerosis and with the formation of unstable plaque. However, techniques to …

Classification for rectal CEUS images based on combining features by transfer learning

L Qin, H Yin, H Zhuang, Y Luo, P Liu… - Proceedings of the Third …, 2019 - dl.acm.org
It is very important to diagnose patients with rectal cancer, which can provide reference for
the follow-up treatment. The gold standard for rectal cancer diagnosis is biopsy, but biopsy is …

Rheumatoid arthritis: its link to atherosclerosis imaging and cardiovascular risk assessment using machine-learning-based tissue characterization

AD Jamthikar, NN Khanna, M Piga… - … trends, analysis, and …, 2019 - iopscience.iop.org
This review provides a brief understanding of the pathogenesis of rheumatoid arthritis (RA)
and its association with carotid atherosclerosis imaged using B-mode ultrasound …