Literature DB >> 25638311

Improved correlation between carotid and coronary atherosclerosis SYNTAX score using automated ultrasound carotid bulb plaque IMT measurement.

Nobutaka Ikeda1, Ajay Gupta2, Nilanjan Dey3, Soumyo Bose4, Shoaib Shafique5, Tadashi Arak5, Elisa Cuadrado Godia6, Luca Saba7, John R Laird8, Andrew Nicolaides9, Jasjit S Suri10.   

Abstract

Described here is a detailed novel pilot study on whether the SYNTAX (Synergy between percutaneous coronary intervention with TAXUS and cardiac surgery) score, a measure of coronary artery disease complexity, could be better predicted with carotid intima-media thickness (cIMT) measures using automated IMT all along the common carotid and bulb plaque compared with manual IMT determined by sonographers. Three hundred seventy consecutive patients who underwent carotid ultrasound and coronary angiography were analyzed. SYNTAX score was determined from coronary angiograms by two experienced interventional cardiologists. Unlike most methods of cIMT measurement commonly used by sonographers, our method involves a computerized automated cIMT measurement all along the carotid artery that includes the bulb region and the region proximal to the bulb (under the class of AtheroEdge systems from AtheroPoint, Roseville, CA, USA). In this study, the correlation between automated cIMT that includes bulb plaque and SYNTAX score was found to be 0.467 (p < 0.0001), compared with 0.391 (p < 0.0001) for the correlation between the sonographer's IMT reading and SYNTAX score. The correlation between the automated cIMT and the sonographer's IMT was 0.882. When compared against the radiologist's manual tracings, automated cIMT system performance had a lumen-intima error of 0.007818 ± 0.0071 mm, media-adventitia error of 0.0179 ± 0.0125 mm and automated cIMT error of 0.0099 ± 0.00988 mm. The precision of automated cIMT against the manual radiologist's reading was 98.86%. This current automated algorithm revealed a significantly stronger correlation between cIMT and coronary SYNTAX score as compared with the sonographer's cIMT measurements with multiple cardiovascular risk factors. We benchmarked our correlation between the automated cIMT that includes bulb plaque and SYNTAX score against a previously published (Ikeda et al. 2013) AtheroEdgeLink (AtheroPoint) correlation between the automated cIMT that does not include bulb plaque and SYNTAX score and had an improvement of 44.58%. By sampling cIMT in the bulb region, the automated cIMT technique improves the degree of correlation between coronary artery disease lesion complexity and carotid atherosclerosis characteristics.
Copyright © 2015 World Federation for Ultrasound in Medicine & Biology. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Angiogram; Automated carotid intima–media thickness; B-mode; Bulb plaque; Carotid artery; Coronary artery disease; Correlation; SYNTAX score; Ultrasound

Mesh:

Year:  2015        PMID: 25638311     DOI: 10.1016/j.ultrasmedbio.2014.12.024

Source DB:  PubMed          Journal:  Ultrasound Med Biol        ISSN: 0301-5629            Impact factor:   2.998


  18 in total

1.  Accurate lumen diameter measurement in curved vessels in carotid ultrasound: an iterative scale-space and spatial transformation approach.

Authors:  P Krishna Kumar; Tadashi Araki; Jeny Rajan; Luca Saba; Francesco Lavra; Nobutaka Ikeda; Aditya M Sharma; Shoaib Shafique; Andrew Nicolaides; John R Laird; Ajay Gupta; Jasjit S Suri
Journal:  Med Biol Eng Comput       Date:  2016-12-10       Impact factor: 2.602

2.  Multiclass machine learning vs. conventional calculators for stroke/CVD risk assessment using carotid plaque predictors with coronary angiography scores as gold standard: a 500 participants study.

Authors:  Ankush D Jamthikar; Deep Gupta; Laura E Mantella; Luca Saba; John R Laird; Amer M Johri; Jasjit S Suri
Journal:  Int J Cardiovasc Imaging       Date:  2020-11-12       Impact factor: 2.357

3.  Effect of Watermarking on Diagnostic Preservation of Atherosclerotic Ultrasound Video in Stroke Telemedicine.

Authors:  Nilanjan Dey; Soumyo Bose; Achintya Das; Sheli Sinha Chaudhuri; Luca Saba; Shoaib Shafique; Andrew Nicolaides; Jasjit S Suri
Journal:  J Med Syst       Date:  2016-02-10       Impact factor: 4.460

4.  Cardiovascular disease detection using machine learning and carotid/femoral arterial imaging frameworks in rheumatoid arthritis patients.

Authors:  George Konstantonis; Krishna V Singh; Petros P Sfikakis; Ankush D Jamthikar; George D Kitas; Suneet K Gupta; Luca Saba; Kleio Verrou; Narendra N Khanna; Zoltan Ruzsa; Aditya M Sharma; John R Laird; Amer M Johri; Manudeep Kalra; Athanasios Protogerou; Jasjit S Suri
Journal:  Rheumatol Int       Date:  2022-01-11       Impact factor: 2.631

Review 5.  Multimodality carotid plaque tissue characterization and classification in the artificial intelligence paradigm: a narrative review for stroke application.

Authors:  Luca Saba; Skandha S Sanagala; Suneet K Gupta; Vijaya K Koppula; Amer M Johri; Narendra N Khanna; Sophie Mavrogeni; John R Laird; Gyan Pareek; Martin Miner; Petros P Sfikakis; Athanasios Protogerou; Durga P Misra; Vikas Agarwal; Aditya M Sharma; Vijay Viswanathan; Vijay S Rathore; Monika Turk; Raghu Kolluri; Klaudija Viskovic; Elisa Cuadrado-Godia; George D Kitas; Neeraj Sharma; Andrew Nicolaides; Jasjit S Suri
Journal:  Ann Transl Med       Date:  2021-07

6.  Clinical & radiological evaluation of atherosclerotic changes in carotid & coronary arteries in asymptomatic & clinically symptomatic individuals as a tool for pre-symptomatic diagnosis of cardiovascular disease.

Authors:  Venkatraman Bhat; T N Prasad; S Ananthalakshmi; G A Karthik; George Cherian; Yaligar Dayananda
Journal:  Indian J Med Res       Date:  2016-02       Impact factor: 2.375

7.  Reliable and Accurate Calcium Volume Measurement in Coronary Artery Using Intravascular Ultrasound Videos.

Authors:  Tadashi Araki; Sumit K Banchhor; Narendra D Londhe; Nobutaka Ikeda; Petia Radeva; Devarshi Shukla; Luca Saba; Antonella Balestrieri; Andrew Nicolaides; Shoaib Shafique; John R Laird; Jasjit S Suri
Journal:  J Med Syst       Date:  2015-12-07       Impact factor: 4.460

8.  Ultrasound-based carotid stenosis measurement and risk stratification in diabetic cohort: a deep learning paradigm.

Authors:  Luca Saba; Mainak Biswas; Harman S Suri; Klaudija Viskovic; John R Laird; Elisa Cuadrado-Godia; Andrew Nicolaides; N N Khanna; Vijay Viswanathan; Jasjit S Suri
Journal:  Cardiovasc Diagn Ther       Date:  2019-10

9.  The association between carotid calcium on dental panoramic radiographs and coronary calcium score on chest computerized tomography.

Authors:  Shemy Carasso; Dalit Porat Ben Amy; Mariana Issawy; Fabio Kusniec; Diab Ghanim; Doron Sudarsky; Gabby Elbaz-Greener; Wadi Kinany; Chen Shmuel; Imad Abu El-Naaj; Erez Kachel; Offer Amir
Journal:  Dentomaxillofac Radiol       Date:  2020-08-05       Impact factor: 2.419

Review 10.  A Review on Joint Carotid Intima-Media Thickness and Plaque Area Measurement in Ultrasound for Cardiovascular/Stroke Risk Monitoring: Artificial Intelligence Framework.

Authors:  Mainak Biswas; Luca Saba; Tomaž Omerzu; Amer M Johri; Narendra N Khanna; Klaudija Viskovic; Sophie Mavrogeni; John R Laird; Gyan Pareek; Martin Miner; Antonella Balestrieri; Petros P Sfikakis; Athanasios Protogerou; Durga Prasanna Misra; Vikas Agarwal; George D Kitas; Raghu Kolluri; Aditya Sharma; Vijay Viswanathan; Zoltan Ruzsa; Andrew Nicolaides; Jasjit S Suri
Journal:  J Digit Imaging       Date:  2021-06-02       Impact factor: 4.903

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