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Luis A. P. Dallan
at Case Western Reserve Univ.
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Publications (3)
Proceedings Article | 4 April 2022 Presentation + Paper
Automatic microchannel detection using deep learning in intravascular optical coherence tomography images
Juhwan Lee, Justin Kim, Gabriel T. Pereira, Yazan Gharaibeh, Chaitanya Kolluru, Vladislav Zimin, Luis A. Dallan, Issam Motairek, Ammar Hoori, Giulio Guagliumi, Hiram Bezerra, David Wilson
Proceedings Volume 12034, 120340S (2022) https://doi.org/10.1117/12.2612697
KEYWORDS: Image segmentation, Optical coherence tomography, Image classification, Computer programming, Heart, Clinical research, Visualization, Tissues
Proceedings Article | 23 February 2021 Poster + Presentation + Paper
Correction of metallic stent struts and guide wire shadows in intravascular optical coherence tomography images using conditional generative adversarial networks
Yazan Gharaibeh, Juhwan Lee, Chaitanya Kolluru, Vladislav Zimin, Luis A. Dallan, Hiram Bezerra, David Wilson
Proceedings Volume 11598, 115981U (2021) https://doi.org/10.1117/12.2582177
KEYWORDS: Optical coherence tomography, Image segmentation, Visualization, Visual analytics, Opacity, Image resolution, Image registration, Analytical research
Proceedings Article | 28 February 2020 Presentation + Paper
Co-registration of pre- and post-stent intravascular OCT images for validation of finite element model simulation of stent expansion
Proceedings Volume 11317, 1131717 (2020) https://doi.org/10.1117/12.2550212
KEYWORDS: Finite element methods, Image segmentation, Image registration, Optical coherence tomography, Arteries, Calcium, Data modeling, Heart, Visualization
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