100.01 Calcium analysis in coronary intravascular optical coherence tomography images using deep machine learning and finite element modeling

Vlad Zimin; Yazan Gharaibeha; Juhwan Lee; Gabriel Tensol Rodrigues Pereira; Mohamad Amer Alaiti; Dean Jia; Armando Vergara-Martel; Luis Augusto Palma Dallan; Elder Zago; Patricia Pizzato; Hiram G. Bezerra; David L. Wilson

doi:10.1016/j.jcin.2019.01.003

100.01 Calcium analysis in coronary intravascular optical coherence tomography images using deep machine learning and finite element modeling

JACC Cardiovascular Interventions ◽

10.1016/j.jcin.2019.01.003 ◽

2019 ◽

Vol 12 (4) ◽

pp. S1

Author(s):

Vlad Zimin ◽

Yazan Gharaibeha ◽

Juhwan Lee ◽

Gabriel Tensol Rodrigues Pereira ◽

Mohamad Amer Alaiti ◽

...

Keyword(s):

Machine Learning ◽

Finite Element ◽

Optical Coherence Tomography ◽

Finite Element Modeling ◽

Optical Coherence ◽

Element Modeling ◽

Intravascular Optical Coherence Tomography

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Deep learning segmentation of coronary calcified plaque from intravascular optical coherence tomography (IVOCT) images with application to finite element modeling of stent deployment

Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling ◽

10.1117/12.2515256 ◽

2019 ◽

Cited By ~ 2

Author(s):

Yazan Gharaibeh ◽

Pengfei Dong ◽

David Prabhu ◽

Chaitanya Kolluru ◽

Juhwan Lee ◽

...

Keyword(s):

Finite Element ◽

Optical Coherence Tomography ◽

Deep Learning ◽

Finite Element Modeling ◽

Optical Coherence ◽

Stent Deployment ◽

Element Modeling ◽

Calcified Plaque ◽

Intravascular Optical Coherence Tomography

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TCT CONNECT-285 Quantitative Analysis of Intracoronary Calcium Fracture and Tissue Dissection Using Finite Element Modeling and Optical Coherence Tomography Imaging

Journal of the American College of Cardiology ◽

10.1016/j.jacc.2020.09.304 ◽

2020 ◽

Vol 76 (17) ◽

pp. B124

Author(s):

Vladislav Zimin ◽

Pengfei Dong ◽

Luis Augusto Dallan ◽

Juhwan Lee ◽

Yazan Gharaibeh ◽

...

Keyword(s):

Finite Element ◽

Optical Coherence Tomography ◽

Quantitative Analysis ◽

Finite Element Modeling ◽

Optical Coherence ◽

Tomography Imaging ◽

Element Modeling ◽

Tissue Dissection ◽

Optical Coherence Tomography Imaging

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Corneal biomechanical characterization from in‐vitro eye inflation, optical coherence tomography and finite element modeling

Acta Ophthalmologica ◽

10.1111/j.1755-3768.2011.2373.x ◽

2011 ◽

Vol 89 (s248) ◽

pp. 0-0

Author(s):

S KLING ◽

P PEREZ ◽

S ORTIZ ◽

S MARCOS

Keyword(s):

Finite Element ◽

Optical Coherence Tomography ◽

Finite Element Modeling ◽

Optical Coherence ◽

Element Modeling

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Finite Element Modeling of Direct Metal Laser Solidification Process: Sensor Data Replication and Use In Defect Detection and Data Reduction via Machine Learning

Chemical Engineering Research and Design ◽

10.1016/j.cherd.2021.05.018 ◽

2021 ◽

Author(s):

Yi Ming Ren ◽

Yichi Zhang ◽

Yangyao Ding ◽

Tao Liu ◽

Cody S. Lough ◽

...

Keyword(s):

Machine Learning ◽

Finite Element ◽

Finite Element Modeling ◽

Defect Detection ◽

Data Reduction ◽

Solidification Process ◽

Data Replication ◽

Sensor Data ◽

Element Modeling

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A Generalized Approach to Integrate Machine Learning, Finite Element Modeling and Monitoring Data for Bridges

Structural Health Monitoring 2017 ◽

10.12783/shm2017/13958 ◽

2017 ◽

Author(s):

ADAM SANTOS ◽

ELOI FIGUEIREDO ◽

PEDRO CAMPOS ◽

IONUT MOLDOVAN ◽

JOÃO C. W. A. COSTA

Keyword(s):

Machine Learning ◽

Finite Element ◽

Finite Element Modeling ◽

Monitoring Data ◽

Element Modeling

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Analysis of the effects of curvature and thickness on elastic wave velocity in cornea-like structures by finite element modeling and optical coherence elastography

Applied Physics Letters ◽

10.1063/1.4922728 ◽

2015 ◽

Vol 106 (23) ◽

pp. 233702 ◽

Cited By ~ 36

Author(s):

Zhaolong Han ◽

Jiasong Li ◽

Manmohan Singh ◽

Salavat R. Aglyamov ◽

Chen Wu ◽

...

Keyword(s):

Finite Element ◽

Elastic Wave ◽

Finite Element Modeling ◽

Wave Velocity ◽

Elastic Wave Velocity ◽

Optical Coherence ◽

Element Modeling

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Machine-learning-based biochemical characterization of atherosclerotic plaques in intravascular optical coherence tomography–fluorescence lifetime imaging

Diagnostic and Therapeutic Applications of Light in Cardiology 2021 ◽

10.1117/12.2578099 ◽

2021 ◽

Author(s):

Hyeong Soo Nam ◽

Sunwon Kim ◽

Min Woo Lee ◽

Hyun Jung Kim ◽

Woo Jae Kang ◽

...

Keyword(s):

Machine Learning ◽

Optical Coherence Tomography ◽

Fluorescence Lifetime ◽

Biochemical Characterization ◽

Atherosclerotic Plaques ◽

Fluorescence Lifetime Imaging ◽

Optical Coherence ◽

Lifetime Imaging ◽

Intravascular Optical Coherence Tomography

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Prediction of Delamination Area of Laminated Composite Under Low Velocity Impact Based on Experimentally Validated Finite Element Modeling and Machine Learning Methods

American Society for Composites 2018 ◽

10.12783/asc33/25906 ◽

2018 ◽

Cited By ~ 1

Author(s):

SHIYAO LIN ◽

KUO TIAN ◽

ANTHONY WAAS

Keyword(s):

Machine Learning ◽

Finite Element ◽

Finite Element Modeling ◽

Laminated Composite ◽

Low Velocity Impact ◽

Low Velocity ◽

Velocity Impact ◽

Element Modeling ◽

Machine Learning Methods ◽

Delamination Area

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Intravascular optical coherence tomography to validate finite-element simulation of angioplasty balloon inflation

Physics in Medicine and Biology ◽

10.1088/1361-6560/ab0d58 ◽

2019 ◽

Vol 64 (9) ◽

pp. 095011

Author(s):

Hamed Azarnoush ◽

Valerie Pazos ◽

Sébastien Vergnole ◽

Benoit Boulet ◽

Guy Lamouche

Keyword(s):

Finite Element ◽

Optical Coherence Tomography ◽

Finite Element Simulation ◽

Optical Coherence ◽

Balloon Inflation ◽

Angioplasty Balloon ◽

Element Simulation ◽

Intravascular Optical Coherence Tomography

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Exact First Order Finite Element Modeling for Eddy Current NDE

Research in Nondestructive Evaluation ◽

10.1080/09349849108968051 ◽

1991 ◽

Vol 3 (1) ◽

pp. 235-253 ◽

Cited By ~ 1

Author(s):

L. D. Philipp ◽

Q. H. Nguyen ◽

D. D. Derkacht ◽

D. J. Lynch ◽

A. Mahmood

Keyword(s):

Finite Element ◽

Finite Element Modeling ◽

Eddy Current ◽

Element Modeling ◽

First Order ◽

Eddy Current Nde

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