Literature DB >> 31799865

Myocardial Radiomics in Cardiac MRI.

Cameron Hassani1, Farhood Saremi1, Bino A Varghese1, Vinay Duddalwar1.   

Abstract

OBJECTIVE. The purpose of this article is to review the nascent field of radiomics in cardiac MRI. CONCLUSION. Cardiac MRI produces a large number of images in a fairly inefficient manner with sometimes limited clinical application. In the era of precision medicine, there is increasing need for imaging to account for a broader array of diseases in an efficient and objective manner. Radiomics, the extraction and analysis of quantitative imaging features from medical imaging, may offer potential solutions to this need.

Keywords:  MRI; cardiac; radiomics; texture analysis

Mesh:

Year:  2019        PMID: 31799865     DOI: 10.2214/AJR.19.21986

Source DB:  PubMed          Journal:  AJR Am J Roentgenol        ISSN: 0361-803X            Impact factor:   3.959


  10 in total

1.  Quality of science and reporting for radiomics in cardiac magnetic resonance imaging studies: a systematic review.

Authors:  Suyon Chang; Kyunghwa Han; Young Joo Suh; Byoung Wook Choi
Journal:  Eur Radiol       Date:  2022-03-01       Impact factor: 5.315

2.  Gastroenteropancreatic neuroendocrine neoplasms (GEP-NENs): a radiomic model to predict tumor grade.

Authors:  Giuditta Chiti; Giulia Grazzini; Federica Flammia; Benedetta Matteuzzi; Paolo Tortoli; Silvia Bettarini; Elisa Pasqualini; Vincenza Granata; Simone Busoni; Luca Messserini; Silvia Pradella; Daniela Massi; Vittorio Miele
Journal:  Radiol Med       Date:  2022-08-02       Impact factor: 6.313

3.  Image resampling and discretization effect on the estimate of myocardial radiomic features from T1 and T2 mapping in hypertrophic cardiomyopathy.

Authors:  Daniela Marfisi; Carlo Tessa; Chiara Marzi; Jacopo Del Meglio; Stefania Linsalata; Rita Borgheresi; Alessio Lilli; Riccardo Lazzarini; Luca Salvatori; Claudio Vignali; Andrea Barucci; Mario Mascalchi; Giancarlo Casolo; Stefano Diciotti; Antonio Claudio Traino; Marco Giannelli
Journal:  Sci Rep       Date:  2022-06-17       Impact factor: 4.996

Review 4.  Cardiac CT and MRI radiomics: systematic review of the literature and radiomics quality score assessment.

Authors:  Andrea Ponsiglione; Arnaldo Stanzione; Renato Cuocolo; Raffaele Ascione; Michele Gambardella; Marco De Giorgi; Carmela Nappi; Alberto Cuocolo; Massimo Imbriaco
Journal:  Eur Radiol       Date:  2021-11-23       Impact factor: 7.034

5.  Comparison Study of Myocardial Radiomics Feature Properties on Energy-Integrating and Photon-Counting Detector CT.

Authors:  Isabelle Ayx; Hishan Tharmaseelan; Alexander Hertel; Dominik Nörenberg; Daniel Overhoff; Lukas T Rotkopf; Philipp Riffel; Stefan O Schoenberg; Matthias F Froelich
Journal:  Diagnostics (Basel)       Date:  2022-05-23

6.  More Than Meets the Eye: Cardiac Magnetic Resonance Image Entropy and Ventricular Arrhythmia Risk Prediction.

Authors:  Katherine C Wu; Jonathan Chrispin
Journal:  JACC Cardiovasc Imaging       Date:  2022-03-16

7.  Artificial intelligence-based myocardial texture analysis in etiological differentiation of left ventricular hypertrophy.

Authors:  Fei Yu; Haibo Huang; Qihui Yu; Yuqing Ma; Qi Zhang; Bo Zhang
Journal:  Ann Transl Med       Date:  2021-01

8.  Texture-based probability mapping for automatic scar assessment in late gadolinium-enhanced cardiovascular magnetic resonance images.

Authors:  Vidar Frøysa; Gøran J Berg; Trygve Eftestøl; Leik Woie; Stein Ørn
Journal:  Eur J Radiol Open       Date:  2021-12-03

9.  Radiomics and deep learning for myocardial scar screening in hypertrophic cardiomyopathy.

Authors:  Ahmed S Fahmy; Ethan J Rowin; Arghavan Arafati; Talal Al-Otaibi; Martin S Maron; Reza Nezafat
Journal:  J Cardiovasc Magn Reson       Date:  2022-06-27       Impact factor: 6.903

10.  Myocardial Radiomics Texture Features Associated with Increased Coronary Calcium Score-First Results of a Photon-Counting CT.

Authors:  Isabelle Ayx; Hishan Tharmaseelan; Alexander Hertel; Dominik Nörenberg; Daniel Overhoff; Lukas T Rotkopf; Philipp Riffel; Stefan O Schoenberg; Matthias F Froelich
Journal:  Diagnostics (Basel)       Date:  2022-07-08
  10 in total

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