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A Novel Block Imaging Technique Using Nine Artificial Intelligence Models for COVID-19 Disease Classification, Characterization and Severity Measurement in Lung Computed Tomography Scans on an Italian Cohort

机译：一种新的块状成像技术，采用九人工智能模型进行Covid-19疾病分类，表征和严重程度测量在意大利队列中的扫描扫描

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Mohit Agarwal; Luca Saba; Suneet K. Gupta; Alessandro Carriero; Zeno Falaschi; Alessio Paschè; Pietro Danna; Ayman El-Baz; Subbaram Naidu; Jasjit S. Suri;
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1. Classification of Lung Diseases by Image Processing Techniques Using Computed Tomography Images [J] . C.Bhuvaneswari, P.Aruna, D.Loganathan International Journal of Advanced Computer Research . 2014,第14期

机译：利用计算机断层扫描图像通过图像处理技术对肺部疾病进行分类
2. Systematic review of artificial intelligence techniques in the detection and classification of COVID-19 medical images in terms of evaluation and benchmarking: Taxonomy analysis, challenges, future solutions and methodological aspects [J] . O.S. Albahri, A.A. Zaidan, A.S. Albahri, Journal of infection and public health. . 2020,第10期

机译：在评估和基准中的Covid-19医学图像检测和分类中的系统审查：分类分析，挑战，未来解决方案和方法方面
3. Rapid screening for COVID-19 by applying artificial intelligence to chest computed tomography images: A feasibility study [J] . Pedro Galván, José Fusillo, Felipe González, Medicine Access @ Point of Care . 2021,第a期

机译：通过将人工智能应用于胸部计算断层扫描图像的快速筛选Covid-19：可行性研究
4. Directional Multi-scale Modeling of High-Resolution Computed Tomography (HRCT) Lung Images for Diffuse Lung Disease Classification [C] . Kiet T. Vo, Arcot Sowmya Computer analysis of images and patterns. . 2009

机译：高分辨率计算机断层扫描（HRCT）肺图像的定向多尺度建模用于弥漫性肺疾病分类
5. Assessment of cone beam computed tomography techniques for imaging lung damage in mice in vivo. [D] . Cavanaugh, Dawn. 2005

机译：评估锥形束计算机断层扫描技术以在体内对小鼠的肺部损伤进行成像。
6. Artificial Intelligence Clinicians Can Use Chest Computed Tomography Technology to Automatically Diagnose Coronavirus Disease 2019 (COVID-19) Pneumonia and Enhance Low-Quality Images [O] . Quan Zhang, Zhuo Chen, Guohua Liu, 2021

机译：人工智能临床医生可以使用胸部计算机断层扫描技术自动诊断冠状病毒疾病2019（Covid-19）肺炎增强低质量的图像
7. HIT Poster session 1P154Preclinical diastolic dysfunction is related to impaired endothelial function in patients with chronic kidney diseaseP155Early detection of left atrial and left ventricular abnormalities in hypertensive and obese womenP156Right ventricle preserved systolic function irrespective of right ventricular hypertrophy and disease severity in anderson fabry diseaseP157Left atrial volume and function in patients undergoing percutaneous mitral valve repairP158Impact of left ventricular dysfunction on outcomes of patients undergoing direct TAVI with a self-expanding bioprosthesisP159Anatomic Doppler spectrum – retrospective spectral tissue Doppler from ultra high frame rate tissue Doppler imaging for evaluation of tissue deformationP160Phasic dynamics of ischaemic mitral regurgitation after primary coronary intervention in acute myocardial infarction: serial echocardiographic assessment from emergency room to long-term follow-upP161Reproducibility of 3DE RV volumes - novel insights at a regional levelP162Pulmonary vascular capacitance as assessed by echocardiography in pulmonary arterial hypertensionP163Three-dimensional endocardial area strain: a novel parameter for quantitative assessment of global left ventricular systolic functionP164Role of exercise hemodynamics assessed by echocardiography on symptom reduction after MitraClipP165Early identification of ventricular dysfunction in patients with juvenile systemic sclerosisP166Heart failure with and without preserved ejection fraction - the role of biomarkers in the aspect of global longitudinal strainP167Complex systolic deformation of aortic root: insights from two dimensional speckle tracking imageP168Volumetric and deformational imaging usind 2d strain and 3d echocardiography in patients with pulmonary hypertensionP169Influence of pressure load and right ventricular morphology and function on tricuspid regurgitation in pulmonary arterial hypertensionP170Left ventricular myocardial diastolic deformation analysis by 2D speckle tracking echocardiography and relationship with conventional diastolic parameters in chronic aortic regurgitationP171Extracellular volume, and not native T1 time, distinguishes diffuse fibrosis in dilated or hypertrophic cardiomyopathy at 3TP172Left atrial strain is significantly reduced in arterial hypertensionP173Symptomatic severe secondary mitral regurgitation: LV enddiastolic diameter (LVEDD) as preferable parameter for risk stratificationP174Left ventricular mechanics in isolated left bundle branch block at rest and when exercising: exploration of the concept of conductive cardiomyopathyP175Assessment of myocardial scar by 2D contrast echocardiographyP176Chronic pericarditis - expression of a rare disease: Erdheim Chester diseaseP177Aortic arch mechanics with two-dimensional speckle tracking echocardiography to estimate the left ventricular remodelling in hypertensive patientsP178Strain analysis by tissue doppler imaging: comparison of conventional manual measurement with a semi-automated approachP179Distribution of extravascular lung water in heart failure patients assessed by lung ultrasoudP180Surrogate markers for obstructive coronary artery diseaseP181LA deformation and LV longitudinal strain by two-dimensional speckle tracking echocardiography as predictors of postoperative AF development after aortic valve replacement in ASP182Left ventricular diastolic dysfunction in type 2 diabetic patients with non alcoholic fatty liver diseaseP183Myocardial strain by speckle-tracking and evaluation of 3D ejection fraction in drug-induced cardiotoxicity's approach in breast cancer [O] . AB Gevaert, A Borizanova, F Graziani, 2015

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A Novel Block Imaging Technique Using Nine Artificial Intelligence Models for COVID-19 Disease Classification, Characterization and Severity Measurement in Lung Computed Tomography Scans on an Italian Cohort

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