A Review on Carotid Ultrasound Atherosclerotic Tissue Characterization and Stroke Risk Stratification in Machine Learning Framework
作者： Aditya M. Sharma , Ajay Gupta , P. Krishna Kumar , Jeny Rajan , Luca Saba
DOI: 10.1007/S11883-015-0529-2
关键词:
摘要: … of ultrasonic vascular morphology tissue characterization. This paper presents fundamental and advanced ultrasonic … Additionally, the paper shows how the risk stratification is achieved …
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Giorgio Mallarini, Roberto Sanfilippo, Luca Saba, Roberto Montisci, Guang Zeng, Jasjit Suri, Intima Media Thickness Variability (IMTV) and its association with cerebrovascular events: a novel marker of carotid atherosclerosis? Cardiovascular diagnosis and therapy. ,vol. 2, pp. 10- 18 ,(2012) , 10.3978/J.ISSN.2223-3652.2011.11.01
Atherosclerosis disease management Springer. ,(2011) , 10.1007/978-1-4419-7222-4
Advances in cardiac signal processing Springer. ,(2007) , 10.1007/978-3-540-36675-1
Travis M. Dumont, Anand I. Rughani, National trends in carotid artery revascularization surgery. Journal of Neurosurgery. ,vol. 116, pp. 1251- 1257 ,(2012) , 10.3171/2012.3.JNS111320
Robert H. Fletcher, Suzanne W. Fletcher, Grant S. Fletcher, Clinical Epidemiology: The Essentials ,(1982)
L. Schuster, T. Hauser, M. Essig, Stellenwert der MR-Angiographie zur bildgebenden Diagnostik von Erkrankungen der Karotiden Radiologe. ,vol. 50, pp. 597- 606 ,(2010) , 10.1007/S00117-009-1932-X
Majid Mirmehdi, Xianghua Xie, Jasjit Suri, Handbook of Texture Analysis ,(2008)
Luca Saba, Kristen M. Meiburger, Filippo Molinari, Giuseppe Ledda, Michele Anzidei, U. Rajendra Acharya, Guang Zeng, Shoaib Shafique, Andrew Nicolaides, Jasjit S. Suri, Carotid IMT variability (IMTV) and its validation in symptomatic versus asymptomatic Italian population: can this be a useful index for studying symptomaticity? Echocardiography-a Journal of Cardiovascular Ultrasound and Allied Techniques. ,vol. 29, pp. 1111- 1119 ,(2012) , 10.1111/J.1540-8175.2012.01763.X
Ron Kohavi, A study of cross-validation and bootstrap for accuracy estimation and model selection international joint conference on artificial intelligence. ,vol. 2, pp. 1137- 1143 ,(1995)
U. Rajendra Acharya, S. Vinitha Sree, Filippo Molinari, Luca Saba, Andrew Nicolaides, Jasjit S. Suri, An automated technique for carotid far wall classification using grayscale features and wall thickness variability Journal of Clinical Ultrasound. ,vol. 43, pp. 302- 311 ,(2015) , 10.1002/JCU.22183