Literature DB >> 33763754

Emerging methods for the characterization of ischemic heart disease: ultrafast Doppler angiography, micro-CT, photon-counting CT, novel MRI and PET techniques, and artificial intelligence.

Martin J Willemink1, Akos Varga-Szemes2, U Joseph Schoepf2, Marina Codari1, Koen Nieman3,4, Dominik Fleischmann1,4, Domenico Mastrodicasa5,6.   

Abstract

After an ischemic event, disruptive changes in the healthy myocardium may gradually develop and may ultimately turn into fibrotic scar. While these structural changes have been described by conventional imaging modalities mostly on a macroscopic scale-i.e., late gadolinium enhancement at magnetic resonance imaging (MRI)-in recent years, novel imaging methods have shown the potential to unveil an even more detailed picture of the postischemic myocardial phenomena. These new methods may bring advances in the understanding of ischemic heart disease with potential major changes in the current clinical practice. In this review article, we provide an overview of the emerging methods for the non-invasive characterization of ischemic heart disease, including coronary ultrafast Doppler angiography, photon-counting computed tomography (CT), micro-CT (for preclinical studies), low-field and ultrahigh-field MRI, and 11C-methionine positron emission tomography. In addition, we discuss new opportunities brought by artificial intelligence, while addressing promising future scenarios and the challenges for the application of artificial intelligence in the field of cardiac imaging.

Entities:  

Keywords:  Artificial intelligence; Coronary artery disease; Myocardial infarction; Myocardial ischemia; Radiology

Mesh:

Substances:

Year:  2021        PMID: 33763754      PMCID: PMC7991013          DOI: 10.1186/s41747-021-00207-3

Source DB:  PubMed          Journal:  Eur Radiol Exp        ISSN: 2509-9280


  97 in total

1.  Quarter-millimeter spectral coronary stent imaging with photon-counting CT: Initial experience.

Authors:  Rolf Symons; Yves De Bruecker; John Roosen; Laurent Van Camp; Tyler E Cork; Steffen Kappler; Stefan Ulzheimer; Veit Sandfort; David A Bluemke; Amir Pourmorteza
Journal:  J Cardiovasc Comput Tomogr       Date:  2018-10-15

Review 2.  Coronary artery calcium: A technical argument for a new scoring method.

Authors:  Martin J Willemink; Niels R van der Werf; Koen Nieman; Marcel J W Greuter; Lynne M Koweek; Dominik Fleischmann
Journal:  J Cardiovasc Comput Tomogr       Date:  2018-10-19

3.  Low-dose 4D cardiac imaging in small animals using dual source micro-CT.

Authors:  M Holbrook; D P Clark; C T Badea
Journal:  Phys Med Biol       Date:  2018-01-09       Impact factor: 3.609

4.  Molecular Imaging of the Chemokine Receptor CXCR4 After Acute Myocardial Infarction.

Authors:  James T Thackeray; Thorsten Derlin; Arash Haghikia; L Christian Napp; Yong Wang; Tobias L Ross; Andreas Schäfer; Jochen Tillmanns; Hans J Wester; Kai C Wollert; Johann Bauersachs; Frank M Bengel
Journal:  JACC Cardiovasc Imaging       Date:  2015-11-11

5.  Photon-Counting CT of the Brain: In Vivo Human Results and Image-Quality Assessment.

Authors:  A Pourmorteza; R Symons; D S Reich; M Bagheri; T E Cork; S Kappler; S Ulzheimer; D A Bluemke
Journal:  AJNR Am J Neuroradiol       Date:  2017-10-05       Impact factor: 3.825

6.  Global, regional, and national age-sex-specific mortality for 282 causes of death in 195 countries and territories, 1980-2017: a systematic analysis for the Global Burden of Disease Study 2017.

Authors: 
Journal:  Lancet       Date:  2018-11-08       Impact factor: 79.321

7.  A comparison study of radiation effective dose in ECG-Gated Coronary CT Angiography and calcium scoring examinations performed with a dual-source CT scanner.

Authors:  Akmal Sabarudin; Tiong Wei Siong; Ang Wee Chin; Ng Kwan Hoong; Muhammad Khalis Abdul Karim
Journal:  Sci Rep       Date:  2019-03-13       Impact factor: 4.379

Review 8.  Applications of Deep Learning to Neuro-Imaging Techniques.

Authors:  Guangming Zhu; Bin Jiang; Liz Tong; Yuan Xie; Greg Zaharchuk; Max Wintermark
Journal:  Front Neurol       Date:  2019-08-14       Impact factor: 4.003

9.  Molecular imaging of myocardial infarction with Gadofluorine P - A combined magnetic resonance and mass spectrometry imaging approach.

Authors:  Fabian Lohöfer; Laura Hoffmann; Rebecca Buchholz; Katharina Huber; Almut Glinzer; Katja Kosanke; Annette Feuchtinger; Michaela Aichler; Benedikt Feuerecker; Georgios Kaissis; Ernst J Rummeny; Carsten Höltke; Cornelius Faber; Franz Schilling; René M Botnar; Axel K Walch; Uwe Karst; Moritz Wildgruber
Journal:  Heliyon       Date:  2018-04-16

10.  Opening the black box of machine learning in radiology: can the proximity of annotated cases be a way?

Authors:  Giuseppe Baselli; Marina Codari; Francesco Sardanelli
Journal:  Eur Radiol Exp       Date:  2020-05-05
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  1 in total

1.  Performance of Spectral Photon-Counting Coronary CT Angiography and Comparison with Energy-Integrating-Detector CT: Objective Assessment with Model Observer.

Authors:  David C Rotzinger; Damien Racine; Fabio Becce; Elias Lahoud; Klaus Erhard; Salim A Si-Mohamed; Joël Greffier; Anaïs Viry; Loïc Boussel; Reto A Meuli; Yoad Yagil; Pascal Monnin; Philippe C Douek
Journal:  Diagnostics (Basel)       Date:  2021-12-16
  1 in total

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