Combining IVUS + OCT data, biomechanical models and machine learning method for accurate coronary plaque morphology quantification and cap thickness and stress/strain index predictions

Authors

Rui Lv, Southeast University, China
Liang Wang, Southeast University, China
Akiko Maehara, Columbia University
Mitsuaki Matsumura, Columbia University
Xiaoya Guo, Nanjing University of Posts and Telecommunications
Habib Samady, Emory University School of Medicine
Don P Giddens, Emory University School of Medicine
Jie Zheng, Washington University School of Medicine in St. Louis
Gary S Mintz, Columbia University
Dalin Tang, Southeast University, China

Journal

Journal of Functional Biomaterials

Publication Date

1-11-2023

Volume

14

Issue

1

First Page

41

Document Type

Open Access Publication

DOI

10.3390/jfb14010041

Rights and Permissions

Lv, R.; Wang, L.; Maehara, A.; Matsumura, M.; Guo, X.; Samady, H.; Giddens, D.P.; Zheng, J.; Mintz, G.S.; Tang, D. Combining IVUS + OCT Data, Biomechanical Models and Machine Learning Method for Accurate Coronary Plaque Morphology Quantification and Cap Thickness and Stress/Strain Index Predictions. J. Funct. Biomater. 2023, 14, 41. https://doi.org/10.3390/jfb14010041 This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).

Recommended Citation

Lv, Rui; Wang, Liang; Maehara, Akiko; Matsumura, Mitsuaki; Guo, Xiaoya; Samady, Habib; Giddens, Don P; Zheng, Jie; Mintz, Gary S; and Tang, Dalin, "Combining IVUS + OCT data, biomechanical models and machine learning method for accurate coronary plaque morphology quantification and cap thickness and stress/strain index predictions." Journal of Functional Biomaterials. 14, 1. 41 (2023).
https://digitalcommons.wustl.edu/oa_4/1177