Advances in diagnosis, therapy, and prognosis of coronary artery disease powered by deep learning algorithms

M Chu, P Wu, G Li, W Yang, JL Gutiérrez-Chico, S Tu - JACC: Asia, 2023 - jacc.org
Percutaneous coronary intervention has been a standard treatment strategy for patients with
coronary artery disease with continuous ebullient progress in technology and techniques …

Automated coronary optical coherence tomography feature extraction with application to three-dimensional reconstruction

HJ Carpenter, MH Ghayesh, AC Zander, J Li… - Tomography, 2022 - mdpi.com
Coronary optical coherence tomography (OCT) is an intravascular, near-infrared light-based
imaging modality capable of reaching axial resolutions of 10–20 µm. This resolution allows …

[HTML][HTML] Optical flow ratio for assessing stenting result and physiological significance of residual disease: OFR in predicting post-PCI FFR

D Ding, W Yu, H Tauzin, G De Maria, P Wu… - …, 2021 - ncbi.nlm.nih.gov
Background Optical flow ratio (OFR) is a novel method for fast computation of fractional flow
reserve (FFR) from optical coherence tomography (OCT) images. Aims We aimed to …

[HTML][HTML] Diagnostic accuracy of optical flow ratio: an individual patient-data meta-analysis

F Hu, D Ding, J Westra, Y Li, W Yu, Z Wang… - …, 2023 - ncbi.nlm.nih.gov
Background Optical flow ratio (OFR) is a novel method for the fast computation of fractional
flow reserve (FFR) from optical coherence tomography. Aims We aimed to evaluate the …

Reciprocal assistance of intravascular imaging in three-dimensional stent reconstruction: Using cross-modal translation based on disentanglement representation

P Wu, Y Qiao, M Chu, S Zhang, J Bai… - … Medical Imaging and …, 2023 - Elsevier
Background Accurate and efficient 3-dimension (3D) reconstruction of coronary stents in
intravascular imaging of optical coherence tomography (OCT) or intravascular ultrasound …

Towards a deep-learning approach for prediction of fractional flow reserve from optical coherence tomography

CA Hatfaludi, IA Tache, CF Ciușdel, A Puiu, D Stoian… - Applied Sciences, 2022 - mdpi.com
Cardiovascular disease (CVD) is the number one cause of death worldwide, and coronary
artery disease (CAD) is the most prevalent CVD, accounting for 42% of these deaths. In view …

Analysis methods of coronary artery intravascular images: A review

C Huang, J Wang, Q Xie, YD Zhang - Neurocomputing, 2022 - Elsevier
Coronary artery disease is among one of the diseases human suffer most. Intravascular
coronary arterial image analysis consists of denoising, segmentation, detection, and three …

Stent detection with very thick tissue coverage in intravascular OCT

G Yang, E Mehanna, C Li, H Zhu, C He, F Lu… - Biomedical Optics …, 2021 - opg.optica.org
Coronary stenting or percutaneous coronary intervention (PCI) is widely used to treat
coronary artery disease. Improper deployment of stents may lead to post-PCI complication …

Hemodynamic alternations following stent deployment and post-dilation in a heavily calcified coronary artery: In silico and ex-vivo approaches

PT Gamage, P Dong, J Lee, Y Gharaibeh… - Computers in biology …, 2021 - Elsevier
In this work, hemodynamic alterations in a patient-specific, heavily calcified coronary artery
following stent deployment and post-dilations are quantified using in silico and ex-vivo …

Computational Analysis of Intravascular OCT Images for Future Clinical Support: A Comprehensive Review

J Lee, Y Gharaibeh, P Dong, LAP Dallan… - IEEE Reviews in …, 2025 - ieeexplore.ieee.org
Over the past two decades, intravascular optical coherence tomography (IVOCT) has
emerged as a promising tool for planning percutaneous coronary interventions (PCI) …