Literature DB >> 30121270

Automated Cardiac MR Scar Quantification in Hypertrophic Cardiomyopathy Using Deep Convolutional Neural Networks.

Ahmed S Fahmy, Johannes Rausch, Ulf Neisius, Raymond H Chan, Martin S Maron, Evan Appelbaum, Bjoern Menze, Reza Nezafat.   

Abstract

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Year:  2018        PMID： 30121270      PMCID： PMC6286195          DOI： 10.1016/j.jcmg.2018.04.030

Source DB:  PubMed          Journal:  JACC Cardiovasc Imaging        ISSN： 1876-7591


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  2 in total

1.  Prognostic value of quantitative contrast-enhanced cardiovascular magnetic resonance for the evaluation of sudden death risk in patients with hypertrophic cardiomyopathy.

Authors:  Raymond H Chan; Barry J Maron; Iacopo Olivotto; Michael J Pencina; Gabriele Egidy Assenza; Tammy Haas; John R Lesser; Christiane Gruner; Andrew M Crean; Harry Rakowski; James E Udelson; Ethan Rowin; Massimo Lombardi; Franco Cecchi; Benedetta Tomberli; Paolo Spirito; Francesco Formisano; Elena Biagini; Claudio Rapezzi; Carlo Nicola De Cecco; Camillo Autore; E Francis Cook; Susie N Hong; C Michael Gibson; Warren J Manning; Evan Appelbaum; Martin S Maron
Journal:  Circulation       Date:  2014-08-05       Impact factor: 29.690

2.  A new automatic algorithm for quantification of myocardial infarction imaged by late gadolinium enhancement cardiovascular magnetic resonance: experimental validation and comparison to expert delineations in multi-center, multi-vendor patient data.

Authors:  Henrik Engblom; Jane Tufvesson; Robert Jablonowski; Marcus Carlsson; Anthony H Aletras; Pavel Hoffmann; Alexis Jacquier; Frank Kober; Bernhard Metzler; David Erlinge; Dan Atar; Håkan Arheden; Einar Heiberg
Journal:  J Cardiovasc Magn Reson       Date:  2016-05-04       Impact factor: 5.364
  2 in total
  23 in total

Review 1.  Artificial intelligence in pediatric and adult congenital cardiac MRI: an unmet clinical need.

Authors:  Arghavan Arafati; Peng Hu; J Paul Finn; Carsten Rickers; Andrew L Cheng; Hamid Jafarkhani; Arash Kheradvar
Journal:  Cardiovasc Diagn Ther       Date:  2019-10

2.  Automated Myocardial T2 and Extracellular Volume Quantification in Cardiac MRI Using Transfer Learning-based Myocardium Segmentation.

Authors:  Yanjie Zhu; Ahmed S Fahmy; Chong Duan; Shiro Nakamori; Reza Nezafat
Journal:  Radiol Artif Intell       Date:  2020-01-29

Review 3.  Cardiac MR: From Theory to Practice.

Authors:  Tevfik F Ismail; Wendy Strugnell; Chiara Coletti; Maša Božić-Iven; Sebastian Weingärtner; Kerstin Hammernik; Teresa Correia; Thomas Küstner
Journal:  Front Cardiovasc Med       Date:  2022-03-03

Review 4.  [Artificial intelligence and radiomics : Value in cardiac MRI].

Authors:  Alexander Rau; Martin Soschynski; Jana Taron; Philipp Ruile; Christopher L Schlett; Fabian Bamberg; Tobias Krauss
Journal:  Radiologie (Heidelb)       Date:  2022-08-25

Review 5.  Artificial Intelligence in Cardiology-A Narrative Review of Current Status.

Authors:  George Koulaouzidis; Tomasz Jadczyk; Dimitris K Iakovidis; Anastasios Koulaouzidis; Marc Bisnaire; Dafni Charisopoulou
Journal:  J Clin Med       Date:  2022-07-05       Impact factor: 4.964

Review 6.  Proposed Requirements for Cardiovascular Imaging-Related Machine Learning Evaluation (PRIME): A Checklist: Reviewed by the American College of Cardiology Healthcare Innovation Council.

Authors:  Partho P Sengupta; Sirish Shrestha; Béatrice Berthon; Emmanuel Messas; Erwan Donal; Geoffrey H Tison; James K Min; Jan D'hooge; Jens-Uwe Voigt; Joel Dudley; Johan W Verjans; Khader Shameer; Kipp Johnson; Lasse Lovstakken; Mahdi Tabassian; Marco Piccirilli; Mathieu Pernot; Naveena Yanamala; Nicolas Duchateau; Nobuyuki Kagiyama; Olivier Bernard; Piotr Slomka; Rahul Deo; Rima Arnaout
Journal:  JACC Cardiovasc Imaging       Date:  2020-09

7.  Three-dimensional Deep Convolutional Neural Networks for Automated Myocardial Scar Quantification in Hypertrophic Cardiomyopathy: A Multicenter Multivendor Study.

Authors:  Ahmed S Fahmy; Ulf Neisius; Raymond H Chan; Ethan J Rowin; Warren J Manning; Martin S Maron; Reza Nezafat
Journal:  Radiology       Date:  2019-11-12       Impact factor: 11.105

8.  Characterization of interstitial diffuse fibrosis patterns using texture analysis of myocardial native T1 mapping.

Authors:  Hossam El-Rewaidy; Ulf Neisius; Shiro Nakamori; Long Ngo; Jennifer Rodriguez; Warren J Manning; Reza Nezafat
Journal:  PLoS One       Date:  2020-06-01       Impact factor: 3.240

9.  Texture signatures of native myocardial T1 as novel imaging markers for identification of hypertrophic cardiomyopathy patients without scar.

Authors:  Ulf Neisius; Hossam El-Rewaidy; Selcuk Kucukseymen; Connie W Tsao; Jennifer Mancio; Shiro Nakamori; Warren J Manning; Reza Nezafat
Journal:  J Magn Reson Imaging       Date:  2020-01-23       Impact factor: 5.119

10.  Clinical Deployment of Explainable Artificial Intelligence of SPECT for Diagnosis of Coronary Artery Disease.

Authors:  Yuka Otaki; Ananya Singh; Paul Kavanagh; Robert J H Miller; Tejas Parekh; Balaji K Tamarappoo; Tali Sharir; 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; Sebastien Cadet; Joanna X Liang; Damini Dey; Daniel S Berman; Piotr J Slomka
Journal:  JACC Cardiovasc Imaging       Date:  2021-07-14
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