Deep Learning of Coronary Calcium Scores From PET/CT Attenuation Maps Accurately Predicts Adverse Cardiovascular Events

Reproducibility of quantitative coronary calcium scoring from PET/CT attenuation maps: comparison to ECG-gated CT scans

(2022) Konrad Pieszko et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

The prognostic value of automated coronary calcium derived by a deep learning approach on non-ECG gated CT images from 82Rb-PET/CT myocardial perfusion imaging

(2021) Mirthe Dekker et al.   INTERNATIONAL JOURNAL OF CARDIOLOGY

Deep convolutional neural networks to predict cardiovascular risk from computed tomography

(2021) Roman Zeleznik et al.   Nature Communications

Identification of Risk of Cardiovascular Disease by Automatic Quantification of Coronary Artery Calcifications on Radiotherapy Planning CT Scans in Patients With Breast Cancer

(2021) Roxanne Gal et al.   JAMA Oncology

Deep learning for vessel-specific coronary artery calcium scoring: validation on a multi-centre dataset

(2021) David J Winkel et al.   European Heart Journal-Cardiovascular Imaging

Automatic coronary artery calcium scoring from unenhanced-ECG-gated CT using deep learning

(2021) Nicolas Gogin et al.   Diagnostic and Interventional Imaging

Deep Learning for Automatic Calcium Scoring in CT: Validation Using Multiple Cardiac CT and Chest CT Protocols

(2020) Sanne G. M. van Velzen et al.   RADIOLOGY

Proposed Requirements for Cardiovascular Imaging-Related Machine Learning Evaluation (PRIME): A Checklist

(2020) Partho P. Sengupta et al.   JACC-Cardiovascular Imaging

Fourth Universal Definition of Myocardial Infarction (2018)

(2018) Kristian Thygesen et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Impact of Statins on Cardiovascular Outcomes Following Coronary Artery Calcium Scoring

(2018) Joshua D. Mitchell et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Automatic determination of cardiovascular risk by CT attenuation correction maps in Rb-82 PET/CT

(2017) Ivana Išgum et al.   JOURNAL OF NUCLEAR CARDIOLOGY

The Identification of Calcified Coronary Plaque Is Associated With Initiation and Continuation of Pharmacological and Lifestyle Preventive Therapies

(2017) Ankur Gupta et al.   JACC-Cardiovascular Imaging

Prognostic Value of Coronary Artery Calcium Scoring in Addition to Single-Photon Emission Computed Tomographic Myocardial Perfusion Imaging in Symptomatic PatientsCLINICAL PERSPECTIVE

(2016) Elsemiek M. Engbers et al.   Circulation-Cardiovascular Imaging

ASNC imaging guidelines/SNMMI procedure standard for positron emission tomography (PET) nuclear cardiology procedures

(2016) Vasken Dilsizian et al.   JOURNAL OF NUCLEAR CARDIOLOGY

Quantification of Myocardial Blood Flow in Absolute Terms Using 82Rb PET Imaging

(2014) Sergey V. Nesterov et al.   JACC-Cardiovascular Imaging

Measuring coronary artery calcification using positron emission tomography-computed tomography attenuation correction images

(2012) I. Mylonas et al.   European Heart Journal-Cardiovascular Imaging

Agreement of Visual Estimation of Coronary Artery Calcium From Low-Dose CT Attenuation Correction Scans in Hybrid PET/CT and SPECT/CT With Standard Agatston Score

(2010) Andrew J. Einstein et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Interrelation of Coronary Calcification, Myocardial Ischemia, and Outcomes in Patients With Intermediate Likelihood of Coronary Artery Disease

(2008) Matthew P. Schenker et al.   CIRCULATION