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Ludovica R.M. Lanzafame on Muck Rack

Ludovica R.M. Lanzafame

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Articles

Less Noise, More Confidence: Deep Learning Denoising Algorithm for Coronary Stenosis Assessment in pre-TAVI CT Imaging

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By Tommaso D’Angelo, Ludovica R.M. Lanzafame, Christian Booz
| Academic Radiology Verified
Get full text access Log in, subscribe or purchase for full access. REFERENCES 1. Lanzafame, L.R.M. ∙ Steinmetz, S. ∙ D'Angelo, T. ... Deep learning denoising algorithm for improved assessment of coronary arteries in transcatheter aortic valve implantation CT imaging Acad Radiol. 2025; 32:6718-6728 S1076-6332(25)00988-2. Advance online publication 2. Hong, J.H. ∙ Park, E.A. ∙ Lee, W. ...
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Deep Learning Denoising Algorithm for Improved Assessment of Coronary Arteries in Transcatheter Aortic Valve Implantation CT Imaging

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By Ludovica R.M. Lanzafame, Sebastian Steinmetz, Tommaso D’Angelo, Silvio Mazziotti, Ibrahim Yel, Vitali Koch, Leon D. Gruenewald, Simon Martin, Jan-Erik Scholtz, Katrin Eichler, Leona S. Alizadeh, Thomas Vogl, Marc A. Brockmann, Chulkyun Ahn
| Academic Radiology Verified
Abbreviations AU (agatston units) BMI (body mass index) CAD (coronary artery disease) DLD (deep learning denoising) HU (attenuation values) ICA (invasive coronary angiography) NPV (negative predictive value) PPV (positive predictive value) ROI (region of interest) SD (standard deviations) TAVI (transcatheter aortic valve implantation) Key Words Computed tomography angiography Deep learning Coronary artery disease Noise INTRODUCTION Coronary artery disease (CAD) burdens about 50% of patients...
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