Dr. Lambros S. Athanasiou Profile

Dr. Lambros S. Athanasiou

Post Doctoral Research Fellow at Institute for Medical Engineering and Science

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Publications (4)

Proceedings Article | 13 March 2019 Presentation + Paper

A deep learning approach to classify atherosclerosis using intracoronary optical coherence tomography

Lambros Athanasiou, Max Olender, José M. de la Torre Hernandez, Eyal Ben-Assa, Elazer Edelman

Proceedings Volume 10950, 109500N (2019) https://doi.org/10.1117/12.2513078

KEYWORDS: Tissues, Optical coherence tomography, Fourier transforms, Calcium, Convolution, Intravascular ultrasound, Image segmentation, Cardiology, Algorithm development, Convolutional neural networks

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SPIE Journal Paper | 20 March 2018 Open Access

Polymeric endovascular strut and lumen detection algorithm for intracoronary optical coherence tomography images

Junedh Amrute, Lambros Athanasiou, Farhad Rikhtegar, José de la Torre Hernández, Tamara García Camarero, Elazer Edelman

JBO, Vol. 23, Issue 03, 036010, (March 2018) https://doi.org/10.1117/12.10.1117/1.JBO.23.3.036010

KEYWORDS: Polymers, Optical coherence tomography, Image segmentation, Detection and tracking algorithms, Arteries, Error analysis, Image filtering, Gaussian filters, 3D modeling, Image processing algorithms and systems

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Proceedings Article | 24 February 2017 Paper

Fully automated lumen segmentation of intracoronary optical coherence tomography images

L. Athanasiou, Farhad Rikhtegar, Micheli Zanotti Galon, Augusto Celso Lopes, Pedro Alves Lemos, Elazer Edelman

Proceedings Volume 10133, 101332I (2017) https://doi.org/10.1117/12.2254570

KEYWORDS: Image segmentation, Optical coherence tomography, Lab on a chip, Image filtering, Image processing, Image acquisition, Data acquisition, Analytical research, Clinical research, Nonlinear filtering, Arteries

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SPIE Journal Paper | 13 February 2014 Open Access

Methodology for fully automated segmentation and plaque characterization in intracoronary optical coherence tomography images

Lambros Athanasiou, Christos Bourantas, George Rigas, Antonis Sakellarios, Themis Exarchos, Panagiotis Siogkas, Andrea Ricciardi, Katerina Naka, Michail Papafaklis, Lampros Michalis, Francesco Prati, Dimitrios Fotiadis

JBO, Vol. 19, Issue 02, 026009, (February 2014) https://doi.org/10.1117/12.10.1117/1.JBO.19.2.026009

KEYWORDS: Tissues, Image segmentation, Optical coherence tomography, Fourier transforms, Calcium, Tissue optics, Image processing, Signal attenuation, Blood, Signal detection

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