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Artificial Intelligence in Cardiac Imaging

Artificial Intelligence in Cardiac Imaging diagram by Nirschl et al, PLOS One
Nirschl et al, PLOS One

Artificial intelligence (ai) techniques are increasingly applied to cardiovascular (cv) medicine in cardiac imaging analysis. Here is the latest research.

Top 20 most recent papers
Journal of Nuclear Cardiology : Official Publication of the American Society of Nuclear Cardiology

A learning-based automatic segmentation and quantification method on left ventricle in gated myocardial perfusion SPECT imaging: A feasibility study

Journal of Nuclear Cardiology : Official Publication of the American Society of Nuclear CardiologyJanuary 28, 2019
Tonghe WangXiao-feng Yang
14
7
Artificial Intelligence in Medicine

Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification

Artificial Intelligence in MedicineNovember 28, 2018
Imon BanerjeeMatthew P Lungren
16
51
Scientific Reports

Optimising complementary soft tissue synchrotron X-ray microtomography for reversibly-stained central nervous system samples

Scientific ReportsAugust 13, 2018
Merrick C StrottonElizabeth J Bradbury
9
15
bioRxiv

Weakly supervised classification of aortic valve malformations using unlabeled cardiac MRI sequences

bioRxivJune 5, 2018
Jason Alan FriesJames H Priest
11
34
Current Cardiovascular Imaging Reports

New Trends in Quantitative Nuclear Cardiology Methods

Current Cardiovascular Imaging ReportsJanuary 1, 2018
Javier GómezPiotr J Slomka
Journal of the American Heart Association

Detection of Left Ventricular Hypertrophy Using Bayesian Additive Regression Trees: The MESA

Journal of the American Heart AssociationMarch 5, 2019
Rodney A SparapaniElsayed Z. Soliman
1
Circulation Research

Cardiovascular Event Prediction by Machine Learning: The Multi-Ethnic Study of Atherosclerosis

Circulation ResearchOctober 13, 2017
Bharath Ambale-VenkateshJoão Augusto Costa Lima
25
1
1
182
Journal of Magnetic Resonance Imaging : JMRI

Quantitative cardiac MRI

Journal of Magnetic Resonance Imaging : JMRIMay 20, 2019
Andreas SeraphimJames Charles Moon
Current Atherosclerosis Reports

Rheumatoid Arthritis: Atherosclerosis Imaging and Cardiovascular Risk Assessment Using Machine and Deep Learning-Based Tissue Characterization

Current Atherosclerosis ReportsJanuary 25, 2019
Narendra N KhannaJasjit S Suri
3
1
1
28
The Lancet Oncology

Digital pathology and artificial intelligence

The Lancet OncologyMay 1, 2019
Muhammad Khalid Khan NiaziMetin Nafi Gurcan
114
1
99
1
Journal of Thoracic Imaging

Machine Learning and Deep Neural Networks in Thoracic and Cardiovascular Imaging

Journal of Thoracic ImagingApril 23, 2019
Tara A RetsonAlbert Hsiao
3
31
IEEE Transactions on Medical Imaging

Bi-Linear Modeling of Data Manifolds for Dynamic-MRI Recovery

IEEE Transactions on Medical ImagingAugust 9, 2019
Gaurav N ShettyLeslie Lei Ying
Sensors and Actuators. B, Chemical

Photonic Crystal-Enhanced Fluorescence Imaging Immunoassay for Cardiovascular Disease Biomarker Screening with Machine Learning Analysis

Sensors and Actuators. B, ChemicalJuly 1, 2019
Kenneth J SquireAlan Xiaolong Wang
Frontiers in Cardiovascular Medicine

Artificial Intelligence Will Transform Cardiac Imaging-Opportunities and Challenges

Frontiers in Cardiovascular MedicineSeptember 10, 2019
Steffen Ellebaek PetersenTim Leiner
43
1
22
Medicine

An interactive assistant for patients with cardiac implantable electronic devices: A study protocol of the LUCY trial

MedicineSeptember 1, 2018
Joanna MichalikMarcin Grabowski
Journal of Geriatric Cardiology : JGC

Current applications of big data and machine learning in cardiology

Journal of Geriatric Cardiology : JGCAugust 1, 2019
Renato CuocoloMario Petretta
Frontiers in Bioengineering and Biotechnology

Raman Spectroscopy: Guiding Light for the Extracellular Matrix

Frontiers in Bioengineering and BiotechnologyNovember 1, 2019
Mads Sylvest BergholtMichael B Albro
14
1
Current Treatment Options in Cardiovascular Medicine

Artificial Intelligence in Cardiovascular Medicine

Current Treatment Options in Cardiovascular MedicineMay 14, 2019
Karthik SeetharamPartho P Sengupta
2
31
Echocardiography

Automation, machine learning, and artificial intelligence in echocardiography: A brave new world

EchocardiographyJuly 6, 2018
Sumeet GandhiChi-Ming Chow
European Heart Journal Cardiovascular Imaging

Machine learning based automated dynamic quantification of left heart chamber volumes

European Heart Journal Cardiovascular ImagingOctober 12, 2018
Akhil NarangRoberto M. Lang
42
8
96

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