Artificial Intelligence for Cardiovascular Care—Part 1: Advances: JACC Review Topic of the Week

P Elias, SS Jain, T Poterucha, M Randazzo… - Journal of the American …, 2024 - jacc.org
Recent artificial intelligence (AI) advancements in cardiovascular care offer potential
enhancements in diagnosis, treatment, and outcomes. Innovations to date focus on …

[HTML][HTML] Applications of machine learning and deep learning in SPECT and PET imaging: General overview, challenges and future prospects

C Jimenez-Mesa, JE Arco, FJ Martinez-Murcia… - Pharmacological …, 2023 - Elsevier
The integration of positron emission tomography (PET) and single-photon emission
computed tomography (SPECT) imaging techniques with machine learning (ML) algorithms …

Artificial intelligence in nuclear cardiology: an update and future trends

RJH Miller, PJ Slomka - Seminars in Nuclear Medicine, 2024 - Elsevier
Myocardial perfusion imaging (MPI), using either single photon emission computed
tomography (SPECT) or positron emission tomography (PET), is one of the most commonly …

[PDF][PDF] Future of radionuclide myocardial perfusion imaging: transitioning from SPECT to PET

MF Di Carli - Journal of Nuclear Medicine, 2023 - Soc Nuclear Med
Over the past half century, radionuclide myocardial perfusion imaging (MPI) has played a
transformative role in the evaluation of patients with suspected or known coronary artery …

Comparison of the prognostic value between quantification and visual estimation of coronary calcification from attenuation CT in patients undergoing SPECT …

A Feher, K Pieszko, A Shanbhag, M Lemley… - … International Journal of …, 2024 - Springer
We investigated the prognostic utility of visually estimated coronary artery calcification
(VECAC) from low dose computed tomography attenuation correction (CTAC) scans …

Current status and future directions in artificial intelligence for nuclear cardiology

RJH Miller, PJ Slomka - Expert Review of Cardiovascular Therapy, 2024 - Taylor & Francis
Introduction Myocardial perfusion imaging (MPI) is one of the most commonly ordered
cardiac imaging tests. Accurate motion correction, image registration, and reconstruction is …

Hybrid Imaging: Calcium Score and Myocardial Perfusion Imaging

M Nayfeh, A Sayed, M Alwan, M Alfawara… - Seminars in Nuclear …, 2024 - Elsevier
Coronary heart disease (CHD) remains the top cause of death due to cardiovascular
conditions worldwide, with someone suffering a myocardial infarction every 40 seconds …

Automated vessel-specific coronary artery calcification quantification with deep learning in a large multi-centre registry

MC Williams, AD Shanbhag, J Zhou… - European Heart …, 2024 - academic.oup.com
Aims Vessel-specific coronary artery calcification (CAC) is additive to global CAC for
prognostic assessment. We assessed accuracy and prognostic implications of vessel …

CT attenuation correction improves quantitative risk prediction by cardiac SPECT in obese patients

A Feher, K Pieszko, A Shanbhag, M Lemley… - European Journal of …, 2024 - Springer
Purpose This study aimed to compare the predictive value of CT attenuation-corrected stress
total perfusion deficit (AC-sTPD) and non-corrected stress TPD (NC-sTPD) for major adverse …

Artificial Intelligence Predicts Hospitalization for Acute Heart Failure Exacerbation in Patients Undergoing Myocardial Perfusion Imaging

A Feher, B Bednarski, RJ Miller… - Journal of Nuclear …, 2024 - Soc Nuclear Med
Heart failure (HF) is a leading cause of morbidity and mortality in the United States and
worldwide, with a high associated economic burden. This study aimed to assess whether …