Search Results - "Kim, Justin N."
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Deep learning segmentation of fibrous cap in intravascular optical coherence tomography images
Published in Scientific reports (22-02-2024)“…Thin-cap fibroatheroma (TCFA) is a prominent risk factor for plaque rupture. Intravascular optical coherence tomography (IVOCT) enables identification of…”
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Automated analysis of fibrous cap in intravascular optical coherence tomography images of coronary arteries
Published in Scientific reports (12-12-2022)“…Thin-cap fibroatheroma (TCFA) and plaque rupture have been recognized as the most frequent risk factor for thrombosis and acute coronary syndrome…”
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Prediction of stent under-expansion in calcified coronary arteries using machine learning on intravascular optical coherence tomography images
Published in Scientific reports (23-10-2023)“…It can be difficult/impossible to fully expand a coronary artery stent in a heavily calcified coronary artery lesion. Under-expanded stents are linked to later…”
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Automated Segmentation of Microvessels in Intravascular OCT Images Using Deep Learning
Published in Bioengineering (Basel) (01-11-2022)“…Microvessels in vascular plaque are associated with plaque progression and are found in plaque rupture and intra-plaque hemorrhage. To analyze this…”
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Neoatherosclerosis prediction using plaque markers in intravascular optical coherence tomography images
Published in Frontiers in cardiovascular medicine (14-12-2022)“…In-stent neoatherosclerosis has emerged as a crucial factor in post-stent complications including late in-stent restenosis and very late stent thrombosis. In…”
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Pericoronary Adipose Tissue Radiomics from Coronary Computed Tomography Angiography Identifies Vulnerable Plaques
Published in Bioengineering (Basel) (01-03-2023)“…Pericoronary adipose tissue (PCAT) features on Computed Tomography (CT) have been shown to reflect local inflammation and increased cardiovascular risk. Our…”
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Plaque Characteristics Derived from Intravascular Optical Coherence Tomography That Predict Cardiovascular Death
Published in Bioengineering (Basel) (01-08-2024)“…This study aimed to investigate whether plaque characteristics derived from intravascular optical coherence tomography (IVOCT) could predict a long-term…”
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OCTOPUS – Optical coherence tomography plaque and stent analysis software
Published in Heliyon (01-02-2023)“…Compared with other imaging modalities, intravascular optical coherence tomography (IVOCT) has significant advantages for guiding percutaneous coronary…”
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Assessment of post-dilatation strategies for optimal stent expansion in calcified coronary lesions: Ex vivo analysis with optical coherence tomography
Published in Cardiovascular revascularization medicine (01-10-2022)“…Interventional cardiologists make adjustments in the presence of coronary calcifications known to limit stent expansion, but proper balloon sizing,…”
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10
Deep learning segmentation of fibrous cap in intravascular optical coherence tomography images
Published 10-11-2023“…Thin-cap fibroatheroma (TCFA) is a prominent risk factor for plaque rupture. Intravascular optical coherence tomography (IVOCT) enables identification of…”
Get full text
Journal Article -
11
Automated segmentation of microvessels in intravascular OCT images using deep learning
Published 30-09-2022“…To analyze this characteristic of vulnerability, we developed an automated deep learning method for detecting microvessels in intravascular optical coherence…”
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12
Prediction of stent under-expansion in calcified coronary arteries using machine-learning on intravascular optical coherence tomography
Published 16-05-2022“…BACKGROUND Careful evaluation of the risk of stent under-expansions before the intervention will aid treatment planning, including the application of a…”
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13
Automated analysis of fibrous cap in intravascular optical coherence tomography images of coronary arteries
Published 21-04-2022“…Thin-cap fibroatheroma (TCFA) and plaque rupture have been recognized as the most frequent risk factor for thrombosis and acute coronary syndrome…”
Get full text
Journal Article -
14
OCTOPUS -- optical coherence tomography plaque and stent analysis software
Published 21-04-2022“…Compared with other imaging modalities, intravascular optical coherence tomography (IVOCT) has significant advantages for guiding percutaneous coronary…”
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Journal Article