activity
20222024
most citedPrediction of stent under-expansion in calcified coronary arteries using machine-learning on intravascular optical coherence tomography

2 citations · 9 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CV2024★ 2 cited

Pericoronary adipose tissue feature analysis in CT calcium score images with comparison to coronary CTA

Yingnan Song, Hao Wu, Juhwan Lee +10

We investigated the feasibility and advantages of using non-contrast CT calcium score (CTCS) images to assess pericoronary adipose tissue (PCAT) and its association with major adve…

eess.IV2023

Deep learning segmentation of fibrous cap in intravascular optical coherence tomography images

Juhwan Lee, Justin N. Kim, Luis A. P. Dallan +7

Thin-cap fibroatheroma (TCFA) is a prominent risk factor for plaque rupture. Intravascular optical coherence tomography (IVOCT) enables identification of fibrous cap (FC), measurem…

eess.IV2022★ 2 cited

Automated segmentation of microvessels in intravascular OCT images using deep learning

Juhwan Lee, Justin N. Kim, Lia Gomez-Perez +10

To analyze this characteristic of vulnerability, we developed an automated deep learning method for detecting microvessels in intravascular optical coherence tomography (IVOCT) ima…

eess.IV2022★ 2 cited

Prediction of stent under-expansion in calcified coronary arteries using machine-learning on intravascular optical coherence tomography

Yazan Gharaibeh, Juhwan Lee, Vladislav N. Zimin +12

BACKGROUND Careful evaluation of the risk of stent under-expansions before the intervention will aid treatment planning, including the application of a pre-stent plaque modificatio…

eess.IV2022★ 1 cited

OCTOPUS -- optical coherence tomography plaque and stent analysis software

Juhwan Lee, Justin N. Kim, Yazan Gharaibeh +8

Compared with other imaging modalities, intravascular optical coherence tomography (IVOCT) has significant advantages for guiding percutaneous coronary interventions. To aid IVOCT…

cs.LG2022★ 2 cited

Automated analysis of fibrous cap in intravascular optical coherence tomography images of coronary arteries

Juhwan Lee, Gabriel T. R. Pereira, Yazan Gharaibeh +9

Thin-cap fibroatheroma (TCFA) and plaque rupture have been recognized as the most frequent risk factor for thrombosis and acute coronary syndrome. Intravascular optical coherence t…