Cardiac imaging: working towards fully-automated machine analysis & interpretation

PJ Slomka, D Dey, A Sitek, M Motwani… - Expert review of …, 2017 - Taylor & Francis
Introduction: Non-invasive imaging plays a critical role in managing patients with
cardiovascular disease. Although subjective visual interpretation remains the clinical …

Normal values and standardization of parameters in nuclear cardiology: Japanese Society of Nuclear Medicine working group database

K Nakajima, N Matsumoto, T Kasai, S Matsuo… - Annals of nuclear …, 2016 - Springer
As a 2-year project of the Japanese Society of Nuclear Medicine working group activity,
normal myocardial imaging databases were accumulated and summarized. Stress-rest with …

Deep learning analysis of upright-supine high-efficiency SPECT myocardial perfusion imaging for prediction of obstructive coronary artery disease: a multicenter study

J Betancur, LH Hu, F Commandeur… - Journal of Nuclear …, 2019 - Soc Nuclear Med
Combined analysis of SPECT myocardial perfusion imaging (MPI) performed with a solid-
state camera on patients in 2 positions (semiupright, supine) is routinely used to mitigate …

JCS 2018 guideline on diagnosis of chronic coronary heart diseases

M Yamagishi, N Tamaki, T Akasaka, T Ikeda… - Circulation …, 2021 - jstage.jst.go.jp
Objectives”, explains how to select and use various test methods for evaluating disease
states, the prognosis, and the effects of treatment. References to the literature published …

Prediction of revascularization after myocardial perfusion SPECT by machine learning in a large population

R Arsanjani, D Dey, T Khachatryan, A Shalev… - Journal of Nuclear …, 2015 - Elsevier
Objective We aimed to investigate if early revascularization in patients with suspected
coronary artery disease can be effectively predicted by integrating clinical data and …

Improved accuracy of myocardial perfusion SPECT for detection of coronary artery disease by machine learning in a large population

R Arsanjani, Y Xu, D Dey, V Vahistha, A Shalev… - Journal of Nuclear …, 2013 - Elsevier
Objective We aimed to improve the diagnostic accuracy of myocardial perfusion SPECT
(MPS) by integrating clinical data and quantitative image features with machine learning …

Diagnostic accuracy of stress perfusion CMR in comparison with quantitative coronary angiography: fully quantitative, semiquantitative, and qualitative assessment

FE Mordini, T Haddad, LY Hsu, P Kellman… - JACC: Cardiovascular …, 2014 - jacc.org
Objectives: This study's primary objective was to determine the sensitivity, specificity, and
accuracy of fully quantitative stress perfusion cardiac magnetic resonance (CMR) versus a …

Quantitative gated SPECT–derived phase analysis on gated myocardial perfusion SPECT detects left ventricular dyssynchrony and predicts response to cardiac …

MM Boogers, SD Van Kriekinge… - Journal of Nuclear …, 2009 - Soc Nuclear Med
The significance of left ventricular (LV) dyssynchrony for the prediction of response to
cardiac resynchronization therapy (CRT) has been demonstrated. Parameters reflecting LV …

A quantitative pixel-wise measurement of myocardial blood flow by contrast-enhanced first-pass CMR perfusion imaging: microsphere validation in dogs and …

LY Hsu, DW Groves, AH Aletras, P Kellman… - JACC: Cardiovascular …, 2012 - jacc.org
Objectives: The aim of this study was to evaluate fully quantitative myocardial blood flow
(MBF) at a pixel level based on contrast-enhanced first-pass cardiac magnetic resonance …

SPECT myocardial perfusion imaging for the assessment of left ventricular mechanical dyssynchrony

J Chen, EV Garcia, JJ Bax, AE Iskandrian… - Journal of Nuclear …, 2011 - Springer
Phase analysis of gated single-photon emission computed tomography (SPECT) myocardial
perfusion imaging (MPI) is an evolving technique for measuring LV mechanical …