Literature DB >> 32676906

CT-based radiomics and machine learning for the prediction of myocardial ischemia: Toward increasing quantification.

Andrew Lin1, Damini Dey2.   

Abstract

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Year:  2020        PMID： 32676906      PMCID： PMC9472452          DOI： 10.1007/s12350-020-02261-7

Source DB:  PubMed          Journal:  J Nucl Cardiol        ISSN： 1071-3581            Impact factor:   3.872


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  15 in total

Review 1.  New Applications of Cardiac Computed Tomography: Dual-Energy, Spectral, and Molecular CT Imaging.

Authors:  Ibrahim Danad; Zahi A Fayad; Martin J Willemink; James K Min
Journal:  JACC Cardiovasc Imaging       Date:  2015-06

2.  SCCT guidelines for the interpretation and reporting of coronary CT angiography: a report of the Society of Cardiovascular Computed Tomography Guidelines Committee.

Authors:  Jonathon Leipsic; Suhny Abbara; Stephan Achenbach; Ricardo Cury; James P Earls; Gb John Mancini; Koen Nieman; Gianluca Pontone; Gilbert L Raff
Journal:  J Cardiovasc Comput Tomogr       Date:  2014-07-24

3.  Differentiation between acute and chronic myocardial infarction by means of texture analysis of late gadolinium enhancement and cine cardiac magnetic resonance imaging.

Authors:  Andrés Larroza; Andrzej Materka; María P López-Lereu; José V Monmeneu; Vicente Bodí; David Moratal
Journal:  Eur J Radiol       Date:  2017-05-01       Impact factor: 3.528

Review 4.  Stress myocardial perfusion: imaging with multidetector CT.

Authors:  Alexia Rossi; Daphne Merkus; Ernst Klotz; Nico Mollet; Pim J de Feyter; Gabriel P Krestin
Journal:  Radiology       Date:  2014-01       Impact factor: 11.105

5.  5-Year Prognostic Value of Quantitative Versus Visual MPI in Subtle Perfusion Defects: Results From REFINE SPECT.

Authors:  Yuka Otaki; Julian Betancur; Tali Sharir; Lien-Hsin Hu; Heidi Gransar; Joanna X Liang; Peyman N Azadani; Andrew J Einstein; Mathews B Fish; Terrence D Ruddy; Philipp A Kaufmann; Albert J Sinusas; Edward J Miller; Timothy M Bateman; Sharmila Dorbala; Marcelo Di Carli; Balaji K Tamarappoo; Guido Germano; Damini Dey; Daniel S Berman; Piotr J Slomka
Journal:  JACC Cardiovasc Imaging       Date:  2019-06-12

6.  Computed tomography angiography and perfusion to assess coronary artery stenosis causing perfusion defects by single photon emission computed tomography: the CORE320 study.

Authors:  Carlos E Rochitte; Richard T George; Marcus Y Chen; Armin Arbab-Zadeh; Marc Dewey; Julie M Miller; Hiroyuki Niinuma; Kunihiro Yoshioka; Kakuya Kitagawa; Shiro Nakamori; Roger Laham; Andrea L Vavere; Rodrigo J Cerci; Vishal C Mehra; Cesar Nomura; Klaus F Kofoed; Masahiro Jinzaki; Sachio Kuribayashi; Albert de Roos; Michael Laule; Swee Yaw Tan; John Hoe; Narinder Paul; Frank J Rybicki; Jeffery A Brinker; Andrew E Arai; Christopher Cox; Melvin E Clouse; Marcelo F Di Carli; Joao A C Lima
Journal:  Eur Heart J       Date:  2013-11-19       Impact factor: 29.983

7.  Predicting Chronic Myocardial Ischemia Using CCTA-Based Radiomics Machine Learning Nomogram.

Authors:  Zhen-Yu Shu; Si-Jia Cui; Yue-Qiao Zhang; Yu-Yun Xu; Shng-Che Hung; Li-Ping Fu; Pei-Pei Pang; Xiang-Yang Gong; Qin-Yang Jin
Journal:  J Nucl Cardiol       Date:  2020-06-18       Impact factor: 5.952

8.  Probability mapping of scarred myocardium using texture and intensity features in CMR images.

Authors:  Lasya Priya Kotu; Kjersti Engan; Karl Skretting; Frode Måløy; Stein Orn; Leik Woie; Trygve Eftestøl
Journal:  Biomed Eng Online       Date:  2013-09-22       Impact factor: 2.819

9.  Radiomic Features Are Superior to Conventional Quantitative Computed Tomographic Metrics to Identify Coronary Plaques With Napkin-Ring Sign.

Authors:  Márton Kolossváry; Júlia Karády; Bálint Szilveszter; Pieter Kitslaar; Udo Hoffmann; Béla Merkely; Pál Maurovich-Horvat
Journal:  Circ Cardiovasc Imaging       Date:  2017-12       Impact factor: 7.792

10.  Identification of invasive and radionuclide imaging markers of coronary plaque vulnerability using radiomic analysis of coronary computed tomography angiography.

Authors:  Márton Kolossváry; Jonghanne Park; Ji-In Bang; Jinlong Zhang; Joo Myung Lee; Jin Chul Paeng; Béla Merkely; Jagat Narula; Takashi Kubo; Takashi Akasaka; Bon-Kwon Koo; Pál Maurovich-Horvat
Journal:  Eur Heart J Cardiovasc Imaging       Date:  2019-11-01       Impact factor: 6.875
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