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Diagnosis of Acute Myocarditis Using Texture-Based Cardiac Magnetic Resonance, with CINE Imaging as a Novel Tissue Characterization Technique
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作者:

Papalini, Evin I.
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Sahlgrens Univ Hosp, Dept Med Phys & Biomed Engn, S-41345 Gothenburg, Sweden
Univ Gothenburg, Inst Clin Sci, Sahlgrenska Acad, S-41390 Gothenburg, Sweden Sahlgrens Univ Hosp, Dept Med Phys & Biomed Engn, S-41345 Gothenburg, Sweden

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Bobbio, Emanuele
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Univ Gothenburg, Inst Med, Sahlgrenska Acad, S-41390 Gothenburg, Sweden
Sahlgrens Univ Hosp, Dept Cardiol, S-41345 Gothenburg, Sweden Sahlgrens Univ Hosp, Dept Med Phys & Biomed Engn, S-41345 Gothenburg, Sweden

Lagerstrand, Kerstin M.
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Sahlgrens Univ Hosp, Dept Med Phys & Biomed Engn, S-41345 Gothenburg, Sweden
Univ Gothenburg, Inst Clin Sci, Sahlgrenska Acad, S-41390 Gothenburg, Sweden Sahlgrens Univ Hosp, Dept Med Phys & Biomed Engn, S-41345 Gothenburg, Sweden
机构:
[1] Sahlgrens Univ Hosp, Dept Med Phys & Biomed Engn, S-41345 Gothenburg, Sweden
[2] Univ Gothenburg, Inst Clin Sci, Sahlgrenska Acad, S-41390 Gothenburg, Sweden
[3] Sahlgrens Univ Hosp, Dept Clin Physiol, S-41345 Gothenburg, Sweden
[4] Sahlgrens Univ Hosp, Dept Radiol, S-41345 Gothenburg, Sweden
[5] Univ Gothenburg, Inst Med, Sahlgrenska Acad, S-41390 Gothenburg, Sweden
[6] Sahlgrens Univ Hosp, Dept Cardiol, S-41345 Gothenburg, Sweden
来源:
关键词:
cardiac magnetic resonance;
acute myocarditis;
myocarditis;
texture analysis;
texture-based diagnosis;
tissue characterization;
contrast-free imaging;
CINE;
THERAPY;
STATE;
D O I:
10.3390/diagnostics12123187
中图分类号:
R5 [内科学];
学科分类号:
1002 ;
100201 ;
摘要:
Cardiac magnetic resonance (CMR) has emerged as a useful tool in the diagnostic work-up of patients with clinically suspected acute myocarditis (AM), yet the diagnosis remains challenging. The purpose of this proof-of-concept study was to evaluate if data-driven texture analysis has the feasibility to automatically distinguish between patients with and without CMR-verified AM using T2-weighted, late gadolinium enhancement, and CINE imaging. In particular, the present study investigated if functional CINE imaging could be used as a novel tissue characterization technique. Twenty patients with clinically suspected AM, separated into CMR-verified (n = 10) and non CMR-verified (n = 10) AM according to the Lake Louise criteria, were retrospectively included. Texture features were extracted from the images, compared on a group level, and correlated to the diagnostic outcome (CMR-verified versus non CMR-verified AM). Several features showed good to excellent reproducibility with very large differences between the groups, and moderate to strong correlation with the diagnostic outcome, suggesting that CMR texture analysis is a promising diagnostic tool for patients with clinically suspected AM. Furthermore, findings indicate that CINE imaging, which is currently used for the evaluation of cardiac function, might be a useful non-contrast-based technique for tissue characterization in patients with clinically suspected AM.
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Univ Zurich, Inst Biomed Engn, Zurich, Switzerland
Swiss Fed Inst Technol, Zurich, Switzerland Univ Zurich, Univ Hosp Zurich, Inst Diagnost & Intervent Radiol, Raemistr 100, CH-8091 Zurich, Switzerland

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Soda, Paolo
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Univ Campus Biomed Rome, Unit Comp Syst & Bioinformat, Rome, Italy Univ Zurich, Univ Hosp Zurich, Inst Diagnost & Intervent Radiol, Raemistr 100, CH-8091 Zurich, Switzerland