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Role of artificial intelligence in cardiology
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作者 Rafael Vidal-Perez jose manuel vazquez-rodriguez 《World Journal of Cardiology》 2023年第4期116-118,共3页
Artificial intelligence(AI)is the process of having a computational program that can perform tasks of human intelligence by mimicking human thought processes.AI is a rapidly evolving transdisciplinary field which inte... Artificial intelligence(AI)is the process of having a computational program that can perform tasks of human intelligence by mimicking human thought processes.AI is a rapidly evolving transdisciplinary field which integrates many elements to develop algorithms that aim to simulate human intuition,decision-making,and object recognition.The overarching aims of AI in cardiovascular medicine are threefold:To optimize patient care,improve efficiency,and improve clinical outcomes.In cardiology,there has been a growth in the potential sources of new patient data,as well as advances in investigations and therapies,which position the field well to uniquely benefit from AI.In this editorial,we highlight some of the main research priorities currently and where the next steps are heading us. 展开更多
关键词 Artificial intelligence Machine learning Deep learning ELECTROCARDIOGRAPHY Cardiac imaging
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Value of cardiac magnetic resonance on the risk stratification of cardiomyopathies
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作者 Rafael Vidal-Perez Mariana Brandao +4 位作者 Wael Zaher Ruben Casado-Arroyo Alberto Bouzas-Mosquera Ricardo Fontes-Carvalho jose manuel vazquez-rodriguez 《World Journal of Cardiology》 2023年第10期487-499,共13页
Cardiomyopathies represent a diverse group of heart muscle diseases with varying etiologies,presenting a diagnostic challenge due to their heterogeneous manifestations.Regular evaluation using cardiac imaging techniqu... Cardiomyopathies represent a diverse group of heart muscle diseases with varying etiologies,presenting a diagnostic challenge due to their heterogeneous manifestations.Regular evaluation using cardiac imaging techniques is impera-tive as symptoms can evolve over time.These imaging approaches are pivotal for accurate diagnosis,treatment planning,and optimizing prognostic outcomes.Among these,cardiovascular magnetic resonance(CMR)stands out for its ability to provide precise anatomical and functional assessments.This manuscript ex-plores the significant contributions of CMR in the diagnosis and management of patients with cardiomyopathies,with special attention to risk stratification.CMR’s high spatial resolution and tissue characterization capabilities enable early detec-tion and differentiation of various cardiomyopathy subtypes.Additionally,it offers valuable insights into myocardial fibrosis,tissue viability,and left ven-tricular function,crucial parameters for risk stratification and predicting adverse cardiac events.By integrating CMR into clinical practice,clinicians can tailor patient-specific treatment plans,implement timely interventions,and optimize long-term prognosis.The non-invasive nature of CMR reduces the need for invasive procedures,minimizing patient discomfort.This review highlights the vital role of CMR in monitoring disease progression,guiding treatment decisions,and identifying potential complications in patients with cardiomyopathies.The utilization of CMR has significantly advanced our understanding and management of these complex cardiac conditions,leading to improved patient outcomes and a more personalized approach to care. 展开更多
关键词 Cardiac magnetic resonance CARDIOMYOPATHIES PROGNOSIS Dilated cardiomyopathy Hypertrophic cardiomyopathy Restrictive cardiomyopathy
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Current role and future perspectives of artificial intelligence in echocardiography
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作者 Rafael Vidal-Perez Julia Grapsa +2 位作者 Alberto Bouzas-Mosquera Ricardo Fontes-Carvalho jose manuel vazquez-rodriguez 《World Journal of Cardiology》 2023年第6期284-292,共9页
Echocardiography is an essential tool in diagnostic cardiology and is fundamental to clinical care.Artificial intelligence(AI)can help health care providers serving as a valuable diagnostic tool for physicians in the ... Echocardiography is an essential tool in diagnostic cardiology and is fundamental to clinical care.Artificial intelligence(AI)can help health care providers serving as a valuable diagnostic tool for physicians in the field of echocardiography specially on the automation of measurements and interpretation of results.In addition,it can help expand the capabilities of research and discover alternative pathways in medical management specially on prognostication.In this review article,we describe the current role and future perspectives of AI in echocardiography. 展开更多
关键词 ECHOCARDIOGRAPHY Artificial intelligence Machine learning Deep learning PROGNOSIS
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Cardiovascular disease and COVID-19,a deadly combination:A review about direct and indirect impact of a pandemic 被引量:1
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作者 Rafael Vidal-Perez Mariana Brandão +8 位作者 Michal Pazdernik Karl-Patrik Kresoja Myriam Carpenito Shingo Maeda Rubén Casado-Arroyo Saverio Muscoli Janine Poss Ricardo Fontes-Carvalho jose manuel vazquez-rodriguez 《World Journal of Clinical Cases》 SCIE 2022年第27期9556-9572,共17页
Coronavirus disease 2019(COVID-19) is known to present with respiratory symptoms,which can lead to severe pneumonia and respiratory failure.However,it can have multisystem complications such as cardiovascular manifest... Coronavirus disease 2019(COVID-19) is known to present with respiratory symptoms,which can lead to severe pneumonia and respiratory failure.However,it can have multisystem complications such as cardiovascular manifestations.The cardiovascular manifestations reported comprise myocarditis,cardiogenic shock,arrhythmias,pulmonary embolism,deep vein embolism,acute heart failure,and myocardial infarction.There is also an indirect impact of the pandemic on the management of cardiovascular care that has been shown clearly in multiple publications.In this review,we summarize the deadly relation of COVID-19 with cardiovascular events and the wider impact on several cardiovascular care areas by the pandemic situation。 展开更多
关键词 COVID-19 Cardiovascular diseases PANDEMIC Heart failure TELEMEDICINE PROGNOSIS
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Diagnostic and prognostic value of cardiac imaging in amyloidosis 被引量:1
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作者 Rafael Vidal-Perez Raquel Vázquez-García +5 位作者 Gonzalo Barge-Caballero Alberto Bouzas-Mosquera Rafaela Soler-Fernandez jose Maria Larrañaga-Moreira Maria Generosa Crespo-Leiro jose manuel vazquez-rodriguez 《World Journal of Cardiology》 2020年第12期599-614,共16页
Amyloidosis is an infiltrative disease caused by extracellular protein deposition that has accumulated a lot of scientific production in recent years.Different types of amyloidosis can affect the heart.Transthyretin a... Amyloidosis is an infiltrative disease caused by extracellular protein deposition that has accumulated a lot of scientific production in recent years.Different types of amyloidosis can affect the heart.Transthyretin amyloidosis and light chain amyloidosis are the two most common types of cardiac amyloidosis.These entities have a poor prognosis,so accurate diagnostic techniques are imperative for determining an early therapeutic approach.Recent advances in cardiac imaging and diagnostic strategies show that these tools are safe and can avoid the use of invasive diagnostic techniques to histological confirmation,such as endomyocardial biopsy.We performed a review on the diagnostic and prognostic implications of different cardiac imaging techniques in cardiac amyloidosis.We mainly focus on reviewing echocardiography,cardiac magnetic resonance,computed tomography and nuclear imaging techniques and the different safety measurements that can be done with each of them. 展开更多
关键词 Cardiac imaging techniques Transthyretin cardiac amyloidosis Immunoglobulin light-chain amyloidosis ECHOCARDIOGRAPHY Magnetic resonance imaging Nuclear imaging
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ISCHEMIA trial:How to apply the results to clinical practice
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作者 Rafael Vidal-Perez Alberto Bouzas-Mosquera +1 位作者 Jesus Peteiro jose manuel vazquez-rodriguez 《World Journal of Cardiology》 2021年第8期237-242,共6页
During the last years two questions have been continuously asked in chronic coronary syndromes:(1)Do revascularization procedures(coronary artery bypass grafting or percutaneous coronary intervention)really improve sy... During the last years two questions have been continuously asked in chronic coronary syndromes:(1)Do revascularization procedures(coronary artery bypass grafting or percutaneous coronary intervention)really improve symptoms of angina?and(2)Do these techniques improve outcomes,i.e.do they prevent new myocardial infarction events and cardiovascular death?Therefore,there was a need for a large definitive trial.This study was the ISCHEMIA trial,a large,multicentric trial sponsored by the National Heart,Lung,and Blood Institute.The main trial compared coronary revascularization and optimal medical treatment(OMT)vs OMT alone in 5179 patients enrolled after a stress test.During a median 3.2-year follow-up,318 primary outcome events occurred;the adjusted hazard ratio for the invasive strategy as compared with the conservative strategy was 0.93(95%confidence interval 0.80-1.08,P=0.34).The ISCHEMIA trial deeply disrupted many of our prior attitudes regarding management strategies for patients with stable coronary artery disease.The findings underscore the benefits of disease-modifying OMT for stable coronary artery disease patients.The main purposes of ischemia assessment before this trial were:Diagnostic purposes,assessment of outcome,and adding to decision-making processes.Obviously,this changed after the trial results.The results of ISCHEMIA might challenge the current diagnostic approach for stable angina patients recommended in the last European Society of Cardiology guidelines on chronic coronary disease that were based on studies published before the ISCHEMIA trial.In this editorial we propose our approach based on the ISCHEMIA study and the pretest probability for a positive test in patients with chronic coronary syndromes. 展开更多
关键词 Stable angina Chronic coronary syndrome ISCHEMIA Stress testing THERAPY DIAGNOSIS
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