Publications by authors named "Giuseppe Muscogiuri"

Aims: Selection of the patients for implantable cardioverter defibrillator primary prevention therapy in non-ischaemic cardiomyopathy (NICM) needs to be improved. To evaluate the additional prognostic value of a new cardiac magnetic resonance (CMR) score based on late gadolinium enhancement (LGE) pattern distribution (DERIVATE Risk Score 2.0) when compared with previously published DERIVATE Risk Score 1.

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Artificial intelligence (AI) is reshaping radiological practice, with recent advancements in natural language processing (NLP), large language models (LLMs), and chatbot technologies opening new avenues for clinical integration. These AI-driven conversational agents have demonstrated potential in streamlining patient triage, optimizing imaging protocol selection, supporting image interpretation, automating radiology report generation, and improving communication among radiologists, referring physicians, and patients. Emerging evidence also highlights their role in decision-making, clinical data extraction, and structured reporting.

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This study aims to investigate the demographic, laboratory, clinical, and cardiovascular magnetic resonance (CMR) correlates of pericardial involvement, as well as its impact on outcomes in patients with acute myocarditis. This retrospective study analyzed 141 consecutive patients diagnosed with acute myocarditis (113 males, mean age 41.12 ± 19.

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Acute and chronic ischemic cardiomyopathy (ICM) still represents a leading cause of morbidity and mortality. Cardiac magnetic resonance (CMR) imaging plays a central role in the diagnosis and management of ICM, offering detailed visualization of cardiac structures and function. The evolving role of artificial intelligence (AI) in enhancing CMR exams, from acquisition to prognosis, is rapidly expanding in clinical practice, particularly in CMR of patients with ICM, emphasizing the integration of AI algorithms to optimize imaging workflows in standard protocols.

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Atrial fibrillation (AF) is the most frequently observed type of arrhythmia among adults, and its absolute prevalence is steadily rising in close association with the aging of the population, with its prevalence varying from 2% in the general population to 10-12% among the elderly. The relatively new concepts of 'atrial cardiomyopathy' and "AF-related atrial cardiomyopathy", along with the growing body of knowledge regarding remodeling, function, and tissue characterization, highlight the need for novel approaches to the diagnostic process as well as in the therapeutic guidance and monitoring of atrial arrhythmias. Advanced imaging techniques, particularly cardiac magnetic resonance (CMR) imaging, have emerged as pivotal in the detailed assessment of atrial structure and function.

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Background: ST-segment elevation myocardial infarction (STEMI) remains a major cause of morbidity and mortality, with survivors facing high risk of heart failure, recurrent ischemia, and arrhythmias. Risk stratification traditionally relies on echocardiography, while cardiac magnetic resonance (CMR) is the most effective tool for predicting adverse outcomes. However, its routine use is limited by accessibility, cost, and logistical constraints.

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In the past decade, cardiac magnetic resonance (CMR) has undergone remarkable progress, emerging as a pivotal tool in various cardiological scenarios. Its capacity for tissue characterization, both with and without contrast agents, makes CMR the perfect tool to study the substrate of arrhythmia. This review highlights the potential role of CMR in electrophysiology (EP) and its role in the ablation of atrial and ventricular arrhythmias.

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: The LI-RADS classification is widely used for the hepatocellular carcinoma (HCC) risk stratification of liver nodules in cirrhotic patients. The evaluation of nodule enhancement, which is a major criterion, commonly relies on qualitative assessment. This study aims to investigate the potential role of material density (MD) parameters in the iodine maps of spectral computed tomography (SCT) to discriminate between LI-RADS (v2018 CORE) categories in cirrhotic patients.

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Purpose: To assess the relationship between the COVID-19 pandemic and the spectrum of indications for cardiac magnetic resonance imaging (MRI) with a focus on myocarditis.

Materials And Methods: This was a retrospective analysis of data from the MRCT registry of the European Society of Cardiovascular Radiology (ESCR). Data regarding indications and diagnoses of myocarditis between January 1, 2018, and April 30, 2024, were extracted.

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Aims: Accurate risk stratification for patients with non-dilated left ventricular cardiomyopathy (NDLVC) remains challenging due to lack of dedicated clinical trials. This post hoc analysis aims to delineate the arrhythmic risk and assess the incremental value of cardiac magnetic resonance (CMR) imaging in the CarDiac magnEtic Resonance for prophylactic Implantable-cardioVerter defibrillAtor ThErapy (DERIVATE) study cohort meeting the NDLVC diagnostic criteria.

Methods And Results: Patients with NDLVC from the DERIVATE registry were identified in the absence of left ventricular (LV) dilatation and in the presence of non-ischaemic LV scarring ('fibrotic NDLVC') or isolated LV systolic dysfunction (LV ejection fraction < 50%) without fibrosis ('hypokinetic NDLVC').

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The purpose of this study was to explore the impact of papillary muscle (PPM) infarction on left atrial and ventricular strain parameters in patients with non-anterior ST-segment elevation myocardial infarction (NA-STEMI) using cardiovascular magnetic resonance (CMR). This retrospective study performed CMR scans on 88 consecutive patients with NA-STEMI (68 males, 65 ± 10.05 years).

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Coronary computed tomography angiography (CCTA) is a powerful tool to rule out coronary artery disease (CAD). In the last decade, myocardial perfusion CT (CTP) technique has been developed for the evaluation of myocardial ischemia, thereby increasing positive predictive value for diagnosis of obstructive CAD. A diagnostic strategy combining CCTA and perfusion acquisitions provides both anatomical coronary evaluation and functional evaluation of the stenosis, increasing the specificity and the positive predictive value of cardiac CT.

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Aims: While factors associated with adverse events are well elucidated in setting of isolated left ventricular dysfunction, clinical and imaging-based prognosticators of adverse outcomes are lacking in context of biventricular dysfunction. The purpose of this study was to establish role of clinical variables in prognosis of biventricular heart failure (HF), as assessed by cardiac magnetic resonance imaging.

Methods: Study cohort consisted of 840 patients enrolled in DERIVATE registry with coexisting CMR-derived right ventricular (RV) and left ventricular (LV) dysfunction, as defined by RV and LV ejection fractions ≤45 % and ≤ 50 %, respectively.

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Cardiac amyloidosis (CA) is a cardiac storage disease caused by the progressive extracellular deposition of misfolded proteins in the myocardium. Despite the increasing interest in this pathology, it remains an underdiagnosed condition. Non-invasive diagnostic techniques play a central role in the suspicion and detection of CA, also thanks to the continuous scientific and technological advances in these tools.

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Article Synopsis
  • The study aimed to assess how often clinically relevant extracardiac findings occur during cardiac CT and MRI exams across various patient demographics and examination reasons.
  • The analysis included over 200,000 cardiac CT scans and over 228,000 cardiac MRI scans, revealing extracardiac findings in 3.28% of CT exams and 1.50% of MRI exams, with higher rates associated with specific procedures like transcatheter aortic valve replacement.
  • Older patients showed a significant increase in the prevalence of these findings, emphasizing the importance of age and examination purpose in assessing patient outcomes.
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Article Synopsis
  • - Cardiovascular imaging is becoming increasingly important for diagnosing and managing cardiovascular disease, highlighting the need for standardized practices.
  • - The European Society of Cardiovascular Radiology (ESCR) aims to enhance the credibility and quality of their scientific documents through a rigorous consensus development methodology.
  • - By establishing clear guidelines for producing ESCR documents, the society seeks to improve the overall impact on patient management and health outcomes in cardiovascular care.
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Cardiac magnetic resonance (CMR) is commonly employed to confirm the diagnosis of acute myocarditis (AM). However, the impact of atrial and ventricular function in AM patients with preserved ejection fraction (EF) deserves further investigation. Therefore, the aim of this study was to explore the incremental diagnostic value of combining atrial and strain functions using CMR in patients with AM and preserved EF.

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Article Synopsis
  • The study aimed to determine if feature-tracking strain measurements during stress cardiac MRI could help predict long-term risks of major adverse cardiac events (MACE) in patients with coronary artery disease (CAD) without needing contrast agents.
  • After analyzing 729 patients over about 6 years, the presence of late gadolinium enhancement (LGE) and stress global circumferential strain (GCS) were found to be independent indicators of MACE, occurring in 9.6% of the patients.
  • Ultimately, the research demonstrated that a contrast-free stress cardiac MRI with stress GCS could provide similar prognostic information as traditional myocardial perfusion assessments, highlighting its importance for patients with severe renal issues.
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An aortopulmonary septal defect or aortopulmonary window (APW) is a rare cardiovascular anomaly with direct communication between the ascending aorta and the main pulmonary artery leading to a left-to-right shunt. It is accompanied by other cardiovascular anomalies in approximately half of patients. In order to avoid irreversible sequelae, interventional or surgical treatment should be performed as soon as possible.

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Stable chest pain is a common symptom with multiple potential causes. Non-invasive imaging has an important role in diagnosis and guiding management through the assessment of coronary stenoses, atherosclerotic plaque, myocardial ischaemia or infarction, and cardiac function. Computed tomography (CT) provides the anatomical evaluation of coronary artery disease (CAD) with the assessment of stenosis, plaque type and plaque burden, with additional functional information available from CT fractional flow reserve (FFR) or CT myocardial perfusion imaging.

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Artificial intelligence (AI) is having a significant impact in medical imaging, advancing almost every aspect of the field, from image acquisition and postprocessing to automated image analysis with outreach toward supporting decision making. Noninvasive cardiac imaging is one of the main and most exciting fields for AI development. The aim of this review is to describe the main applications of AI in cardiac imaging, including CT and MR imaging, and provide an overview of recent advancements and available clinical applications that can improve clinical workflow, disease detection, and prognostication in cardiac disease.

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Objectives: To collect real-world data about the knowledge and self-perception of young radiologists concerning the use of contrast media (CM) and the management of adverse drug reactions (ADR).

Methods: A survey (29 questions) was distributed to residents and board-certified radiologists younger than 40 years to investigate the current international situation in young radiology community regarding CM and ADRs. Descriptive statistics analysis was performed.

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Objective: Our study aimed to explore with cardiovascular magnetic resonance (CMR) the impact of left atrial (LA) and left ventricular (LV) myocardial strain in patients with acute pericarditis and to investigate their possible prognostic significance in adverse outcomes.

Method: This retrospective study performed CMR scans in 36 consecutive patients with acute pericarditis (24 males, age 52 [23-52]). The primary endpoint was the combination of recurrent pericarditis, constrictive pericarditis, and surgery for pericardial diseases defined as pericardial events.

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