Artificial Intelligence in Cardiovascular Imaging: JACC State-of-the-Art Review

D Dey, PJ Slomka, P Leeson, D Comaniciu… - Journal of the American …, 2019 - jacc.org
Data science is likely to lead to major changes in cardiovascular imaging. Problems with
timing, efficiency, and missed diagnoses occur at all stages of the imaging chain. The …

Roadmap on the use of artificial intelligence for imaging of vulnerable atherosclerotic plaque in coronary arteries

B Föllmer, MC Williams, D Dey… - Nature Reviews …, 2024 - nature.com
Artificial intelligence (AI) is likely to revolutionize the way medical images are analysed and
has the potential to improve the identification and analysis of vulnerable or high-risk …

Nuclear medicine and artificial intelligence: best practices for algorithm development

TJ Bradshaw, R Boellaard, J Dutta, AK Jha… - Journal of Nuclear …, 2022 - Soc Nuclear Med
The nuclear medicine field has seen a rapid expansion of academic and commercial interest
in developing artificial intelligence (AI) algorithms. Users and developers can avoid some of …

Native aortic valve disease progression and bioprosthetic valve degeneration in patients with transcatheter aortic valve implantation

J Kwiecinski, E Tzolos, TRG Cartlidge, A Fletcher… - Circulation, 2021 - Am Heart Assoc
Background: Major uncertainties remain regarding disease activity within the retained native
aortic valve, and regarding bioprosthetic valve durability, after transcatheter aortic valve …

[HTML][HTML] A machine-learning-based risk-prediction tool for HIV and sexually transmitted infections acquisition over the next 12 months

X Xu, Z Ge, EPF Chow, Z Yu, D Lee, J Wu… - Journal of clinical …, 2022 - mdpi.com
Background: More than one million people acquire sexually transmitted infections (STIs)
every day globally. It is possible that predicting an individual's future risk of HIV/STIs could …

Bypass grafting and native coronary artery disease activity

J Kwiecinski, E Tzolos, AJ Fletcher, J Nash… - Cardiovascular …, 2022 - jacc.org
Objectives The aim of this study was to describe the potential of 18F-sodium fluoride (18F-
NaF) positron emission tomography (PET) to identify graft vasculopathy and to investigate …

Latent coronary plaque morphology from computed tomography angiography, molecular disease activity on positron emission tomography, and clinical outcomes

J Kwiecinski, M Kolossváry, E Tzolos… - … , and vascular biology, 2023 - Am Heart Assoc
Background: Assessments of coronary disease activity with 18F-sodium fluoride positron
emission tomography and radiomics-based precision coronary plaque phenotyping derived …

Automated nonlinear registration of coronary PET to CT angiography using pseudo-CT generated from PET with generative adversarial networks

A Singh, J Kwiecinski, S Cadet, A Killekar… - Journal of Nuclear …, 2023 - Elsevier
Background Coronary 18 F-sodium-fluoride (18 F-NaF) positron emission tomography (PET)
showed promise in imaging coronary artery disease activity. Currently image processing …

Proceedings of the NHLBI workshop on artificial Intelligence in cardiovascular imaging: translation to patient care

D Dey, R Arnaout, S Antani, A Badano, L Jacques… - Cardiovascular …, 2023 - jacc.org
Artificial intelligence (AI) promises to revolutionize many fields, but its clinical
implementation in cardiovascular imaging is still rare despite increasing research. We …

Noninvasive coronary atherosclerotic plaque imaging

J Kwiecinski, E Tzolos, MC Williams, D Dey… - Cardiovascular …, 2023 - jacc.org
Coronary artery disease is the leading cause of morbidity and mortality worldwide. Despite
remarkable advances in the management of coronary artery disease, the prediction of …