A comprehensive sco** review of Bayesian networks in healthcare: Past, present and future

E Kyrimi, S McLachlan, K Dube, MR Neves… - Artificial Intelligence in …, 2021 - Elsevier
No comprehensive review of Bayesian networks (BNs) in healthcare has been published in
the past, making it difficult to organize the research contributions in the present and identify …

Bayesian networks in healthcare: What is preventing their adoption?

E Kyrimi, K Dube, N Fenton, A Fahmi, MR Neves… - Artificial Intelligence in …, 2021 - Elsevier
There has been much research effort expended toward the use of Bayesian networks (BNs)
in medical decision-making. However, because of the gap between develo** an accurate …

[HTML][HTML] Bayesian networks in healthcare: Distribution by medical condition

S McLachlan, K Dube, GA Hitman, NE Fenton… - Artificial intelligence in …, 2020 - Elsevier
Bayesian networks (BNs) have received increasing research attention that is not matched by
adoption in practice and yet have potential to significantly benefit healthcare. Hitherto …

Automatic plaque detection in IVOCT pullbacks using convolutional neural networks

N Gessert, M Lutz, M Heyder, S Latus… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Coronary heart disease is a common cause of death despite being preventable. To treat the
underlying plaque deposits in the arterial walls, intravascular optical coherence tomography …

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 …

Artificial intelligence in intracoronary imaging

R Fedewa, R Puri, E Fleischman, J Lee… - Current cardiology …, 2020 - Springer
Abstract Purpose of Review This paper investigates present uses and future potential of
artificial intelligence (AI) applied to intracoronary imaging technologies. Recent Findings …

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 …

Automatic Detection of Coronary Metallic Stent Struts Based on YOLOv3 and R‐FCN

X Jiang, Y Zeng, S **ao, S He, C Ye… - … methods in medicine, 2020 - Wiley Online Library
An artificial stent implantation is one of the most effective ways to treat coronary artery
diseases. It is vital in vascular medical imaging, such as intravascular optical coherence …

Patient-specific modeling of stented coronary arteries reconstructed from optical coherence tomography: towards a widespread clinical use of fluid dynamics analyses

C Chiastra, S Migliori, F Burzotta, G Dubini… - Journal of …, 2018 - Springer
The recent widespread application of optical coherence tomography (OCT) in interventional
cardiology has improved patient-specific modeling of stented coronary arteries for the …

Retinal layer segmentation in optical coherence tomography images

BI Dodo, Y Li, D Kaba, X Liu - IEEE Access, 2019 - ieeexplore.ieee.org
The four major causes of blindness are age-related diseases, out of which three affects the
retina. These diseases, ie, glaucoma, diabetic retinopathy, and age-related macular …