Automatic A-line coronary plaque classification using combined deep learning and textural features in intravascular OCT images

Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and Modeling ◽

10.1117/12.2549066 ◽

2020 ◽

Author(s):

Juhwan Lee ◽

Chaitanya Kolluru ◽

Yazan Gharaibeh ◽

David Prabhu ◽

Vladislav N. Zimin ◽

...

Keyword(s):

Deep Learning ◽

Coronary Plaque ◽

Textural Features ◽

Plaque Classification

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VIRTUAL HISTOLOGY OCT: CORONARY PLAQUE CLASSIFICATION WITH HISTOLOGY VALIDATED NEURAL NETWORKS AND INTRAVASCULAR OPTICAL COHERENCE TOMOGRAPHY

Journal of the American College of Cardiology ◽

10.1016/s0735-1097(19)31938-2 ◽

2019 ◽

Vol 73 (9) ◽

pp. 1331

Author(s):

Vikram Baruah ◽

Aydin Zahedivash ◽

Taylor Hoyt ◽

Austin McElroy ◽

Andrew Cabe ◽

...

Keyword(s):

Neural Networks ◽

Optical Coherence Tomography ◽

Coronary Plaque ◽

Optical Coherence ◽

Virtual Histology ◽

Plaque Classification ◽

Intravascular Optical Coherence Tomography

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TCT-370 Histopathological validation of coronary plaque classification using virtual histology intravascular ultrasound and optical coherence tomography

Journal of the American College of Cardiology ◽

10.1016/j.jacc.2014.07.418 ◽

2014 ◽

Vol 64 (11) ◽

pp. B108

Author(s):

Adam J. Brown ◽

Patrick A. Calvert ◽

Stephen Preston ◽

Stephen P. Hoole ◽

Nick E. West ◽

...

Keyword(s):

Optical Coherence Tomography ◽

Intravascular Ultrasound ◽

Coronary Plaque ◽

Optical Coherence ◽

Virtual Histology ◽

Virtual Histology Intravascular Ultrasound ◽

Plaque Classification

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Coronary plaque classification using intravascular ultrasound

Clinical Research in Cardiology ◽

10.1007/s00392-007-0520-1 ◽

2007 ◽

Vol 96 (7) ◽

pp. 514-518 ◽

Author(s):

Andreas König ◽

Marius Oepke ◽

Markus Leibig ◽

Volker Klauss

Keyword(s):

Intravascular Ultrasound ◽

Coronary Plaque ◽

Plaque Classification

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Coronary plaque classification through intravascular ultrasound radiofrequency data analysis using self-organizing map

IEEE Ultrasonics Symposium, 2005. ◽

10.1109/ultsym.2005.1603283 ◽

2006 ◽

Author(s):

T. Iwamoto ◽

A. Tanaka ◽

Y. Saijo ◽

M. Yoshizawa

Keyword(s):

Data Analysis ◽

Intravascular Ultrasound ◽

Coronary Plaque ◽

Self Organizing Map ◽

Plaque Classification ◽

Self Organizing

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HCC Recognition Within Ultrasound Images Employing Advanced Textural Features with Deep Learning Techniques

2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI) ◽

10.1109/cisp-bmei48845.2019.8965874 ◽

2019 ◽

Author(s):

Delia Mitrea ◽

Sergiu Nedevschi ◽

Paulina Mitrea ◽

Monica Platon Lupsor ◽

Radu Badea

Keyword(s):

Deep Learning ◽

Textural Features ◽

Ultrasound Images ◽

Learning Techniques

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Coronary Plaque Classification With Intravascular Ultrasound Radiofrequency Data Analysis

Circulation ◽

10.1161/01.cir.0000035654.18341.5e ◽

2002 ◽

Vol 106 (17) ◽

pp. 2200-2206 ◽

Author(s):

Anuja Nair ◽

Barry D. Kuban ◽

E. Murat Tuzcu ◽

Paul Schoenhagen ◽

Steven E. Nissen ◽

...

Keyword(s):

Data Analysis ◽

Intravascular Ultrasound ◽

Coronary Plaque ◽

Plaque Classification

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Low- to high-density lipoprotein cholesterol ratio followed by coronary computed tomography angiography improves coronary plaque classification accuracy

10.18632/oncotarget.23558 ◽

2017 ◽

Vol 9 (7) ◽

pp. 7727-7738 ◽

Author(s):

Xiyang Hu ◽

Wei Zhang ◽

Nairui Zhao ◽

Rongcheng Zhao ◽

Shuofeng Li

Keyword(s):

Computed Tomography ◽

High Density Lipoprotein ◽

High Density Lipoprotein Cholesterol ◽

Computed Tomography Angiography ◽

Classification Accuracy ◽

Coronary Computed Tomography Angiography ◽

Density Lipoprotein ◽

Coronary Plaque ◽

Cholesterol Ratio ◽

Plaque Classification

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Technology Insight: in vivo coronary plaque classification by intravascular ultrasonography radiofrequency analysis

Nature Clinical Practice Cardiovascular Medicine ◽

10.1038/ncpcardio1123 ◽

2008 ◽

Vol 5 (4) ◽

pp. 219-229 ◽

Author(s):

Andreas König ◽

M Pauliina Margolis ◽

Renu Virmani ◽

David Holmes ◽

Volker Klauss

Keyword(s):

Coronary Plaque ◽

Intravascular Ultrasonography ◽

Plaque Classification

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Using Reconstructed IVUS Images for Coronary Plaque Classification

2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2007.4352752 ◽

2007 ◽

Author(s):

Karla L. Caballero ◽

Joel Barajas ◽

Oriol Pujol ◽

Oriol Rodriguez ◽

Petia Radeva

Keyword(s):

Coronary Plaque ◽

Plaque Classification

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Coronary Plaque Classification Using Intravascular Ultrasound—Radiofrequency Analysis in a Heart Transplant Patient With Severe Atherosclerosis

The Journal of Heart and Lung Transplantation ◽

10.1016/j.healun.2007.07.001 ◽

2007 ◽

Vol 26 (9) ◽

pp. 960-961 ◽

Author(s):

Andreas König ◽

Hae-Young Sohn ◽

Johannes Rieber ◽

Thomas M. Schiele ◽

Eckehard Kilian ◽

...

Keyword(s):

Intravascular Ultrasound ◽

Heart Transplant ◽

Transplant Patient ◽

Coronary Plaque ◽

Heart Transplant Patient ◽

Severe Atherosclerosis ◽

Plaque Classification

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