Artificial Intelligence in Cardiothoracic Imaging

PART I: Artificial Intelligence: Technical Considerations and Fundamentals.- Artificial Intelligence: A Century-Old Story.- Demystifying Artificial Intelligence Technology in Cardiothoracic Imaging: The Essentials.- Artificial Intelligence Algorithm Development for Biomedical Imaging.- Data Preparation for Artificial Intelligence.- Data Storage, Cloud Usage and Artificial Intelligence Pipeline.- How to Build Artificial Intelligence Algorithms for Imaging Applications.- Radiomics: Technical Background.- Biobanks and Artificial Intelligence.- Biostatistics and Artificial Intelligence.- PART II: Artificial Intelligence: General Approaches and Applications.- Structured Reporting in Medical Imaging: the Role of Artificial Intelligence.- Artificial Intelligence: Clinical Relevance and Workflow.- Patient Selection and Scan Preparation Optimization: the Role of Artificial Intelligence.- Artificial Intelligence for Image Enhancement and Reconstruction in Magnetic Resonance Imaging.- ArtificialIntelligence Based Image Reconstruction in Cardiac Magnetic Resonance.- Artificial Intelligence Based Image Reconstruction in Computed Tomography Imaging.- Artificial Intelligence Based Contrast Medium Optimization.- Radiation Dose Optimization: the Role of Artificial Intelligence.- Artificial Intelligence Integration into the Computed Tomography System.- Artificial Intelligence Integration into the Magnetic Resonance System.- Magnetic Resonance Fingerprinting: the Role of Artificial Intelligence.- Currently Available Artificial Intelligence Software for Cardiothoracic Imaging.- PART III: Artificial Intelligence: Cardiac Applications.- Cardiac CT Guidelines and Clinical Applications: Where does Artificial Intelligence fit in?.- Natural Language Processing for Cardiovascular Applications.- Artificial Intelligence Based Evaluation of Coronary Calcium.- Artificial Intelligence Based Evaluation of Coronary Atherosclerotic Plaques.- Artificial Intelligence Based Coronary Artery Disease Reporting & Data System (CAD-RADS).- Artificial Intelligence Based CT Derived Fractional Flow Reserve (CT-FFR).- Artificial Intelligence Based Evaluation of Cardiac Valves.- Artificial Intelligence Based Diagnosis and Procedural Planning for Aortic Valve Disease.- Artificial Intelligence Based Quantification of Cardiac Fat.- Radiomics in Cardiac CT.- Cardiac MR Guidelines and Clinical Applications: Where does Artificial Intelligence fit in?.- Artificial Intelligence Based Evaluation of Functional Cardiac Magnetic Resonance Imaging.- Magnetic Resonance Imaging based 4D Cardiac Flow: the Role of Artificial Intelligence.- Magnetic Resonance Imaging based Coronary Flow: the Role of Artificial Intelligence.- Artificial Intelligence Based Evaluation of Cardiac Congenital Disease.- Cardiac Nuclear Medicine: the Role of Artificial Intelligence.- Cardiac Ultrasound Imaging: the Role of Artificial Intelligence.- Artificial Intelligence Based Cardiovascular Risk Stratification.- PART IV: Artificial Intelligence: Thoracic Applications.- Artificial Intelligence Based Evaluation of Patients with Chronic Obstructive Pulmonary Disease.- Artificial Intelligence Based Evaluation of Patients with Interstitial Lung Disease.- Artificial Intelligence Based Evaluation of Infectious Disease Imaging: A COVID-19 Perspective.- Artificial Intelligence for Lung Cancer Screening and Nodule Detection.- Artificial Intelligence for Lung Cancer Characterization and Prognosis.- Artificial Intelligence for Opportunistic Chest CT Screening and Prognostication.- Artificial Intelligence Based Detection of Pulmonary Vascular Disease.- Artificial Intelligence Based Evaluation of the Aorta.- Artificial Intelligence and Radiomics Based Evaluation of Carotid Artery Disease.- PART V: Artificial Intelligence: General Considerations.- Artificial Intelligence in Medicine: Laws, Regulations and Privacy.- Health Economics, Economic Evaluation and Artificial Intelligence Technology.- Commercialization & Intellectual Property of Artificial Intelligence Applications in Cardiovascular Imaging.- Ethical Considerations of Artificial Intelligence Applications in Healthcare.- How to Write and Review an Artificial Intelligence Paper.- Cybersecurity in the Era of Artificial Intelligence.- How Artificial Intelligence Will Reshape Healthcare and Medical Imaging: A Global Perspective.

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• Imagiologia médica
• Bioinformática medica
• Inteligência artificial
• Cirurgia cardiotorácica

artificial intelligence;cardiothoracic imaging;medical imaging;radiology;machine learning;cardiac CT;cardiac MR;heart imaging