AIMC Topic: Cardiology

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Adversarial AI applied to cross-user inter-domain and intra-domain adaptation in human activity recognition using wireless signals.

PloS one Apr 18, 2024
In recent years, researchers have successfully recognised human activities using commercially available WiFi (Wireless Fidelity) devices. The channel state information (CSI) can be gathered at the access point with the help of a network interface con...
Reproducibility of Results Artificial Intelligence Cardiology Human Activities Computer Simulation Humans
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Artificial Intelligence for Cardiovascular Care-Part 1: Advances: JACC Review Topic of the Week.

Journal of the American College of Cardiology Apr 7, 2024
Recent artificial intelligence (AI) advancements in cardiovascular care offer potential enhancements in diagnosis, treatment, and outcomes. Innovations to date focus on automating measurements, enhancing image quality, and detecting diseases using no...
Cardiovascular Diseases Cardiology Humans Artificial Intelligence
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Artificial Intelligence in Cardiovascular Care-Part 2: Applications: JACC Review Topic of the Week.

Journal of the American College of Cardiology Apr 7, 2024
Recent artificial intelligence (AI) advancements in cardiovascular care offer potential enhancements in effective diagnosis, treatment, and outcomes. More than 600 U.S. Food and Drug Administration-approved clinical AI algorithms now exist, with 10% ...
Cardiovascular Diseases Cardiology Humans Artificial Intelligence
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Artificial Intelligence in Nuclear Cardiology: An Update and Future Trends.

Seminars in nuclear medicine Mar 22, 2024
Myocardial perfusion imaging (MPI), using either single photon emission computed tomography (SPECT) or positron emission tomography (PET), is one of the most commonly ordered cardiac imaging tests, with prominent clinical roles for disease diagnosis ...
Nuclear Medicine Myocardial Perfusion Imaging Cardiology Humans Artificial Intelligence Image Processing, Computer-Assisted
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Artificial intelligence in preventive cardiology.

Progress in cardiovascular diseases Mar 7, 2024
Artificial intelligence (AI) is a field of study that strives to replicate aspects of human intelligence into machines. Preventive cardiology, a subspeciality of cardiovascular (CV) medicine, aims to target and mitigate known risk factors for CV dise...
Humans Risk Factors Cardiovascular Diseases Artificial Intelligence Prognosis Preventive Health Services Primary Prevention Secondary Prevention Heart Disease Risk Factors Risk Reduction Behavior Risk Assessment Cardiology Predictive Value of Tests
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Path tracking control of a steerable catheter in transcatheter cardiology interventions.

International journal of computer assisted radiology and surgery Feb 22, 2024
PURPOSE: Intracardiac transcatheter interventions allow for reducing trauma and hospitalization stays as compared to standard surgery. In the treatment of mitral regurgitation, the most widely adopted transcatheter approach consists in deploying a cl...
Mitral Valve Insufficiency Robotics Catheters Humans Mitral Valve Cardiology
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AssistMED project: Transforming cardiology cohort characterisation from electronic health records through natural language processing - Algorithm design, preliminary results, and field prospects.

International journal of medical informatics Feb 19, 2024
INTRODUCTION: Electronic health records (EHR) are of great value for clinical research. However, EHR consists primarily of unstructured text which must be analysed by a human and coded into a database before data analysis- a time-consuming and costly...
Algorithms Electronic Health Records Natural Language Processing Information Storage and Retrieval Humans Cardiology
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Transforming clinical cardiology through neural networks and deep learning: A guide for clinicians.

Current problems in cardiology Feb 9, 2024
The rapid evolution of neural networks and deep learning has revolutionized various fields, with clinical cardiology being no exception. As traditional methods in cardiology encounter limitations, the integration of advanced computational techniques ...
Cardiology Deep Learning Positron Emission Tomography Computed Tomography Neural Networks, Computer Humans
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Advancements in artificial intelligence-driven techniques for interventional cardiology.

Cardiology journal Jan 22, 2024
This paper aims to thoroughly discuss the impact of artificial intelligence (AI) on clinical practice in interventional cardiology (IC) with special recognition of its most recent advancements. Thus, recent years have been exceptionally abundant in a...
Percutaneous Coronary Intervention Cardiology Artificial Intelligence Cardiovascular Diseases Humans
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Towards federated transfer learning in electrocardiogram signal analysis.

Computers in biology and medicine Jan 17, 2024
Modern methods in artificial intelligence perform very well on many healthcare datasets, at times outperforming trained doctors. However, many assumptions made in model training are not justifiable in clinical settings. In this work, we propose a met...
Cardiology Machine Learning Health Facilities Electrocardiography Humans Artificial Intelligence
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