Marco Vugman Wainstein
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Marco Vugman Wainstein has a total of 261 co-authors. Here are the top co-authors by number of shared publications:
- Rodrigo Vugman Wainstein
Hospital de Clínicas de Porto Alegre
31 shared publications - Guilherme Pinheiro Machado
Hospital de Clínicas de Porto Alegre
22 shared publications - Gustavo Neves de Araujo
Hospital Unimed Grande Florianopolis, Cardiology Department, São José, Brazil; Instituto de Cardiologia de Santa Catarina, São José, Brazil
19 shared publications Jorge P. Ribeiro
School of Medicine, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
10 shared publications- Guilherme Heiden Telo
Hospital de Clínicas de Porto Alegre
8 shared publications - Anderson Donelli da Silveira
Hospital de Clinicas de Porto Alegre, Brasil; Programa de Pós-Graduação em Cardiologia Universidade Federal do Rio Grande do Sul, Brasil; Hospital Moinhos de Vento, Brasil
6 shared publications
Latest Publications
- Open Access
SystematIc StudY of Patients with atHerosclerotic neUrovascular Stenoses (SISYPHUS): Study Protocol for a Prospective Observational Cohort Evaluating 3D Rotational Angiography and Final Implant Quality in Carotid Stenting
Background and Purpose: Minor periprocedural ischemic events remain an important limitation of carotid artery stenting (CAS) compared with endarterectomy. Adverse stent–vessel–plaque interactions and in-stent plaque protrusion are proposed as contributing mechanisms. Selective intra-arterial three-dimensional rotational angiography (3DRA) provides high-resolution volumetric imaging directly in the endovascular suite without additional device crossing. Its incremental value for characterizing final implant quality and informing prognosis remains incompletely established. Objectives: We aim to determine whether adding 3DRA to conventional digital subtraction angiography (DSA): (1) improves expert characterization and reproducibility of Final Implant Quality (Imaging Domain); and (2) provides incremental prognostic information for 90-day Textbook Outcome failure beyond baseline clinical risk and conventional DSA (Prognostic Domain). Methods: SISYPHUS is a prospective, multicenter observational cohort of 67 patients undergoing elective CAS across three tertiary centers. Three blinded neuroradiologists will evaluate standardized image packages sequentially under DSA-only and DSA+3DRA conditions. Final Implant Quality will be assessed with a structured 10-item instrument: Q1–Q8 characterize specific findings, Q9 evaluates global implant adequacy (primary imaging variable), and Q10 captures technical image quality. Concealed repeat assessments will be performed in a randomized 17-patient subset for intra-reader reliability. The primary imaging estimand is the within-reader ordinal shift in Q9 after 3DRA is added, modeled with cumulative-link mixed-effects regression. The primary clinical endpoint is 90-day Textbook Outcome failure, integrating early neurological deterioration, major bleeding/procedural complications, stroke, TIA, MI, death, unplanned revascularization, and unplanned readmission within prespecified ascertainment windows. Incremental prognostic performance will be evaluated using nested ridge-penalized logistic regression models (M2 vs M3) with 2,000-resample bootstrap internal validation. Trial Status & Prospective Lock: Recruitment is complete (n=67), while protocol-defined follow-up remains ongoing. The Orthanc/OHIF reader study environment is being implemented; formal reader evaluations have not yet begun. The principal analytical architecture was prospectively locked in the Statistical Analysis Plan (SAP) Version 1.1.1 before formal inspection of reader results and before real-data prognostic model fitting.
Open AccessSystematIc StudY of Patients with atHerosclerotic neUrovascular Stenoses (SISYPHUS): Study Protocol for a Prospective Observational Cohort Evaluating 3D Rotational Angiography and Final Implant Quality in Carotid Stenting
Background and Purpose: Minor periprocedural ischemic events remain an important limitation of carotid artery stenting (CAS) compared with endarterectomy. Adverse stent–vessel–plaque interactions and in-stent plaque protrusion are proposed as contributing mechanisms. Selective intra-arterial three-dimensional rotational angiography (3DRA) provides high-resolution volumetric imaging directly in the endovascular suite without additional device crossing. Its incremental value for characterizing final implant quality and informing prognosis remains incompletely established. Objectives: We aim to determine whether adding 3DRA to conventional digital subtraction angiography (DSA): (1) improves expert characterization and reproducibility of Final Implant Quality (Imaging Domain); and (2) provides incremental prognostic information for 90-day Textbook Outcome failure beyond baseline clinical risk and conventional DSA (Prognostic Domain). Methods: SISYPHUS is a prospective, multicenter observational cohort of 67 patients undergoing elective CAS across three tertiary centers. Three blinded neuroradiologists will evaluate standardized image packages sequentially under DSA-only and DSA+3DRA conditions. Final Implant Quality will be assessed with a structured 10-item instrument: Q1–Q8 characterize specific findings, Q9 evaluates global implant adequacy (primary imaging variable), and Q10 captures technical image quality. Concealed repeat assessments will be performed in a randomized 17-patient subset for intra-reader reliability. The primary imaging estimand is the within-reader ordinal shift in Q9 after 3DRA is added, modeled with cumulative-link mixed-effects regression. The primary clinical endpoint is 90-day Textbook Outcome failure, integrating early neurological deterioration, major bleeding/procedural complications, stroke, TIA, MI, death, unplanned revascularization, and unplanned readmission within prespecified ascertainment windows. Incremental prognostic performance will be evaluated using nested ridge-penalized logistic regression models (M2 vs M3) with 2,000-resample bootstrap internal validation. Trial Status & Prospective Lock: Recruitment is complete (n=67), while protocol-defined follow-up remains ongoing. The Orthanc/OHIF reader study environment is being implemented; formal reader evaluations have not yet begun. The principal analytical architecture was prospectively locked in the Statistical Analysis Plan (SAP) Version 1.1.1 before formal inspection of reader results and before real-data prognostic model fitting.
- Open Access
- 1 January 2026
- Published by Sociedade Brasileira de Cardiologia in Arquivos Brasileiros de Cardiologia
- Vol. 123 (8)
Point-of-Care Ultrasound in Cardiology: When a Positioning Statement Does Not Reflect the State of the Art
Dear Editor, We read with interest the recently published Positioning Statement on the Use of Point-of-Care Ultrasound in Cardiovascular Medicine – 2026, in Arquivos Brasileiros de Cardiologia. This is a relevant initiative that acknowledges the growing role of point-of-care ultrasound (POCUS) as a fundamental tool in contemporary cardiovascular practice. Nevertheless, despite its merits, we believe that the document presents an important limitation: the lack of discussion and incorporation of a substantial body of evidence regarding the assessment of cardiac patients [...] Dear Editor, We read with interest the recently published Positioning Statement on the Use of Point-of-Care Ultrasound in Cardiovascular Medicine – 2026, in Arquivos Brasileiros de Cardiologia. This is a relevant initiative that acknowledges the growing role of point-of-care ultrasound (POCUS) as a fundamental tool in contemporary cardiovascular practice. Nevertheless, despite its merits, we believe that the document presents an important limitation: the lack of discussion and incorporation of a substantial body of evidence regarding the assessment of cardiac patients
- 1 January 2026
- Published by Sociedade Brasileira de Cardiologia in Arquivos Brasileiros de Cardiologia
- Vol. 123 (8)
Open AccessPoint-of-Care Ultrasound in Cardiology: When a Positioning Statement Does Not Reflect the State of the Art
Dear Editor, We read with interest the recently published Positioning Statement on the Use of Point-of-Care Ultrasound in Cardiovascular Medicine – 2026, in Arquivos Brasileiros de Cardiologia. This is a relevant initiative that acknowledges the growing role of point-of-care ultrasound (POCUS) as a fundamental tool in contemporary cardiovascular practice. Nevertheless, despite its merits, we believe that the document presents an important limitation: the lack of discussion and incorporation of a substantial body of evidence regarding the assessment of cardiac patients [...] Dear Editor, We read with interest the recently published Positioning Statement on the Use of Point-of-Care Ultrasound in Cardiovascular Medicine – 2026, in Arquivos Brasileiros de Cardiologia. This is a relevant initiative that acknowledges the growing role of point-of-care ultrasound (POCUS) as a fundamental tool in contemporary cardiovascular practice. Nevertheless, despite its merits, we believe that the document presents an important limitation: the lack of discussion and incorporation of a substantial body of evidence regarding the assessment of cardiac patients
- Open Access
- 1 January 2026
- Published by Sociedade Brasileira de Cardiologia in Arquivos Brasileiros de Cardiologia
- Vol. 123 (8)
Ultrassom Point-of-Care na Cardiologia: Quando o Posicionamento Não Reflete o Estado da Arte
Prezado Editor, Lemos com interesse a recente publicação do Posicionamento sobre o Uso do Ultrassom “Point of Care” (POCUS) na Medicina Cardiovascular – 2026, nos Arquivos Brasileiros de Cardiologia. Trata-se de uma iniciativa relevante, que reconhece o papel crescente do POCUS como ferramenta fundamental na prática cardiovascular contemporânea. Entretanto, apesar de seus méritos, consideramos que o posicionamento apresenta uma limitação importante: a falta de discussão e de incorporação de um conjunto expressivo de evidências relacionadas à avaliação de pacientes cardiológicos [...] Prezado Editor, Lemos com interesse a recente publicação do Posicionamento sobre o Uso do Ultrassom “Point of Care” (POCUS) na Medicina Cardiovascular – 2026, nos Arquivos Brasileiros de Cardiologia. Trata-se de uma iniciativa relevante, que reconhece o papel crescente do POCUS como ferramenta fundamental na prática cardiovascular contemporânea. Entretanto, apesar de seus méritos, consideramos que o posicionamento apresenta uma limitação importante: a falta de discussão e de incorporação de um conjunto expressivo de evidências relacionadas à avaliação de pacientes cardiológicos
- 1 January 2026
- Published by Sociedade Brasileira de Cardiologia in Arquivos Brasileiros de Cardiologia
- Vol. 123 (8)
Open AccessUltrassom Point-of-Care na Cardiologia: Quando o Posicionamento Não Reflete o Estado da Arte
Prezado Editor, Lemos com interesse a recente publicação do Posicionamento sobre o Uso do Ultrassom “Point of Care” (POCUS) na Medicina Cardiovascular – 2026, nos Arquivos Brasileiros de Cardiologia. Trata-se de uma iniciativa relevante, que reconhece o papel crescente do POCUS como ferramenta fundamental na prática cardiovascular contemporânea. Entretanto, apesar de seus méritos, consideramos que o posicionamento apresenta uma limitação importante: a falta de discussão e de incorporação de um conjunto expressivo de evidências relacionadas à avaliação de pacientes cardiológicos [...] Prezado Editor, Lemos com interesse a recente publicação do Posicionamento sobre o Uso do Ultrassom “Point of Care” (POCUS) na Medicina Cardiovascular – 2026, nos Arquivos Brasileiros de Cardiologia. Trata-se de uma iniciativa relevante, que reconhece o papel crescente do POCUS como ferramenta fundamental na prática cardiovascular contemporânea. Entretanto, apesar de seus méritos, consideramos que o posicionamento apresenta uma limitação importante: a falta de discussão e de incorporação de um conjunto expressivo de evidências relacionadas à avaliação de pacientes cardiológicos
- Open Access
- 1 January 2026
- Published by Wiley in Journal of Interventional Cardiology
- Vol. 2026 (1)
Rotational Atherectomy Through Guide Extension Catheters: Indications, Technique, and Limitations
Rotational atherectomy (RA) is an established technique for the treatment of heavily calcified coronary artery disease. Severe coronary calcification remains a frequent cause of procedural difficulty and device delivery failure during complex percutaneous coronary intervention (PCI). Delivery of the atherectomy burr to the target lesion may be particularly challenging in the presence of limited guide support, proximal vessel tortuosity, or unfavorable coronary anatomy that restricts safe access to distal calcified segments. Guide extension catheters (GECs) are widely used to enhance guide support and improve coaxial alignment during complex PCI. However, their use in combination with RA represents an advanced and selectively applied strategy that is not routinely addressed in conventional atherectomy training and is often avoided because of concerns regarding device interaction and difficulties during burr delivery and retrieval. Despite increasing anecdotal use in complex PCI, the technical principles and procedural safety considerations of performing RA through GECs remain insufficiently described in the literature. This review provides a focused technical overview of RA performed through GECs. We summarize the rationale for this approach, describe key technical considerations including device compatibility and burr advancement strategies, and discuss practical measures to minimize procedural complications. In addition, we outline clinical scenarios in which this technique may be beneficial, as well as situations where it should be avoided. Rather than advocating routine use, this review aims to define the role of guide extension–facilitated RA as a selective strategy for highly complex coronary anatomies.
- 1 January 2026
- Published by Wiley in Journal of Interventional Cardiology
- Vol. 2026 (1)
Open AccessRotational Atherectomy Through Guide Extension Catheters: Indications, Technique, and Limitations
Rotational atherectomy (RA) is an established technique for the treatment of heavily calcified coronary artery disease. Severe coronary calcification remains a frequent cause of procedural difficulty and device delivery failure during complex percutaneous coronary intervention (PCI). Delivery of the atherectomy burr to the target lesion may be particularly challenging in the presence of limited guide support, proximal vessel tortuosity, or unfavorable coronary anatomy that restricts safe access to distal calcified segments. Guide extension catheters (GECs) are widely used to enhance guide support and improve coaxial alignment during complex PCI. However, their use in combination with RA represents an advanced and selectively applied strategy that is not routinely addressed in conventional atherectomy training and is often avoided because of concerns regarding device interaction and difficulties during burr delivery and retrieval. Despite increasing anecdotal use in complex PCI, the technical principles and procedural safety considerations of performing RA through GECs remain insufficiently described in the literature. This review provides a focused technical overview of RA performed through GECs. We summarize the rationale for this approach, describe key technical considerations including device compatibility and burr advancement strategies, and discuss practical measures to minimize procedural complications. In addition, we outline clinical scenarios in which this technique may be beneficial, as well as situations where it should be avoided. Rather than advocating routine use, this review aims to define the role of guide extension–facilitated RA as a selective strategy for highly complex coronary anatomies.
- Open Access
- 1 January 2026
- Published by Oxford University Press (OUP) in European Heart Journal - Imaging Methods and Practice
- Vol. 4 (1)
In response to ‘Integrated ultrasound haemodynamic profiling (VTI-VExUS) for risk stratification in acute heart failure’
- 1 January 2026
- Published by Oxford University Press (OUP) in European Heart Journal - Imaging Methods and Practice
- Vol. 4 (1)
Open AccessIn response to ‘Integrated ultrasound haemodynamic profiling (VTI-VExUS) for risk stratification in acute heart failure’
- 26 November 2025
- Published by Springer Nature in Internal and Emergency Medicine
- Vol. 21 (8) , 3047-3054
Clinical impact of a cardiothoracic ultrasound protocol in patients with ST-segment elevation myocardial infarction: the focused assessment in STEMI (FASTEMI) protocol
ST-segment elevation myocardial infarction (STEMI) remains a condition with high morbidity despite advancements in treatment. Physical examination for heart failure and identification of mechanical complications can be inconsistent. Point-of-care ultrasound (POCUS) has proven valuable in acute cardiovascular care. We developed the Focused Assessment in STEMI (FASTEMI) protocol to enhance early evaluation, identify complications, and guide management. This single-center prospective cohort study included patients with presumed STEMI between June 2023 and June 2024. The FASTEMI protocol was performed upon admission and comprised lung ultrasound to assess congestion, and cardiac ultrasound to evaluate ventricular function, detect mechanical complications, measure left-ventricular outflow tract velocity–time integral, and assess the inferior vena cava. A total of 214 patients had a confirmed diagnosis of STEMI, whereas 17 were diagnosed with other conditions. FASTEMI altered diagnosis or management in 33 cases (14%) (CI 95% = 11.2 – 20.9). Identification of left ventricular (OR 1.26, 95% CI = 1.11–1.43; p < 0.001), right ventricular (OR 1.3, 95% CI = 1.04–1.75; p < 0.001), and biventricular dysfunction (OR 1.96, 95% CI 1.14–3.38; p < 0.001) were associated with in-hospital mortality. A normal FASTEMI exam had a 97% negative predictive value for mortality and did not delay door-to-balloon time. FASTEMI enhances early diagnosis, risk stratification, and management of STEMI. It enables rapid identification of complications, optimizes individualized treatment, and provides prognostic information without prolonging door-to-balloon time. Its feasibility supports its role as an adjunctive bedside tool.
- 26 November 2025
- Published by Springer Nature in Internal and Emergency Medicine
- Vol. 21 (8) , 3047-3054
Clinical impact of a cardiothoracic ultrasound protocol in patients with ST-segment elevation myocardial infarction: the focused assessment in STEMI (FASTEMI) protocol
ST-segment elevation myocardial infarction (STEMI) remains a condition with high morbidity despite advancements in treatment. Physical examination for heart failure and identification of mechanical complications can be inconsistent. Point-of-care ultrasound (POCUS) has proven valuable in acute cardiovascular care. We developed the Focused Assessment in STEMI (FASTEMI) protocol to enhance early evaluation, identify complications, and guide management. This single-center prospective cohort study included patients with presumed STEMI between June 2023 and June 2024. The FASTEMI protocol was performed upon admission and comprised lung ultrasound to assess congestion, and cardiac ultrasound to evaluate ventricular function, detect mechanical complications, measure left-ventricular outflow tract velocity–time integral, and assess the inferior vena cava. A total of 214 patients had a confirmed diagnosis of STEMI, whereas 17 were diagnosed with other conditions. FASTEMI altered diagnosis or management in 33 cases (14%) (CI 95% = 11.2 – 20.9). Identification of left ventricular (OR 1.26, 95% CI = 1.11–1.43; p < 0.001), right ventricular (OR 1.3, 95% CI = 1.04–1.75; p < 0.001), and biventricular dysfunction (OR 1.96, 95% CI 1.14–3.38; p < 0.001) were associated with in-hospital mortality. A normal FASTEMI exam had a 97% negative predictive value for mortality and did not delay door-to-balloon time. FASTEMI enhances early diagnosis, risk stratification, and management of STEMI. It enables rapid identification of complications, optimizes individualized treatment, and provides prognostic information without prolonging door-to-balloon time. Its feasibility supports its role as an adjunctive bedside tool.
- 25 March 2025
- Published by Springer Nature in Internal and Emergency Medicine
- Vol. 20 (5) , 1645-1647
Comparing ultrasound-based prognostic classifications in STEMI: is LUV better than LUCK?
- 25 March 2025
- Published by Springer Nature in Internal and Emergency Medicine
- Vol. 20 (5) , 1645-1647
Comparing ultrasound-based prognostic classifications in STEMI: is LUV better than LUCK?
- Open Access
- 1 January 2025
- Published by Sociedade Brasileira de Cardiologia in Arquivos Brasileiros de Cardiologia
- Vol. 122 (6)
Venous Excess Ultrasound (VExUS) Score in Patients with ST-Elevation Myocardial Infarction to Predict In-Hospital Mortality
Key points […] Venous Excess Ultrasound (VExUS) Score in Patients with ST-Elevation Myocardial Infarction to Predict In-Hospital Mortality Key points […] Venous Excess Ultrasound (VExUS) Score in Patients with ST-Elevation Myocardial Infarction to Predict In-Hospital Mortality
- 1 January 2025
- Published by Sociedade Brasileira de Cardiologia in Arquivos Brasileiros de Cardiologia
- Vol. 122 (6)
Open AccessVenous Excess Ultrasound (VExUS) Score in Patients with ST-Elevation Myocardial Infarction to Predict In-Hospital Mortality
Key points […] Venous Excess Ultrasound (VExUS) Score in Patients with ST-Elevation Myocardial Infarction to Predict In-Hospital Mortality Key points […] Venous Excess Ultrasound (VExUS) Score in Patients with ST-Elevation Myocardial Infarction to Predict In-Hospital Mortality
- Open Access
- 1 January 2025
- Published by Sociedade Brasileira de Cardiologia in Arquivos Brasileiros de Cardiologia
- Vol. 122 (6) , e20250093
Escore Ultrassonográfico de Congestão Venosa (VExUS) em Pacientes com Infarto do Miocárdio com Supradesnivelamento do Segmento ST para Predição da Mortalidade Intra-Hospitalar
Pontos-chave […] Escore Ultrassonográfico de Congestão Venosa (VExUS) em Pacientes com Infarto do Miocárdio com Supradesnivelamento do Segmento ST para Predição da Mortalidade Intra-Hospitalar Pontos-chave […] Escore Ultrassonográfico de Congestão Venosa (VExUS) em Pacientes com Infarto do Miocárdio com Supradesnivelamento do Segmento ST para Predição da Mortalidade Intra-Hospitalar
- 1 January 2025
- Published by Sociedade Brasileira de Cardiologia in Arquivos Brasileiros de Cardiologia
- Vol. 122 (6) , e20250093
Open AccessEscore Ultrassonográfico de Congestão Venosa (VExUS) em Pacientes com Infarto do Miocárdio com Supradesnivelamento do Segmento ST para Predição da Mortalidade Intra-Hospitalar
Pontos-chave […] Escore Ultrassonográfico de Congestão Venosa (VExUS) em Pacientes com Infarto do Miocárdio com Supradesnivelamento do Segmento ST para Predição da Mortalidade Intra-Hospitalar Pontos-chave […] Escore Ultrassonográfico de Congestão Venosa (VExUS) em Pacientes com Infarto do Miocárdio com Supradesnivelamento do Segmento ST para Predição da Mortalidade Intra-Hospitalar
- 24 July 2024
- Published by Springer Nature in Internal and Emergency Medicine
- Vol. 19 (8) , 2167-2176
A combination of left ventricular outflow tract velocity time integral and lung ultrasound to predict mortality in ST elevation myocardial infarction
Development of ventricular failure and pulmonary edema is associated with a worse prognosis in ST-elevation myocardial infarction (STEMI). We aimed to evaluate the prognostic ability of a novel classification combining lung ultrasound (LUS) and left ventricular outflow tract (LVOT) velocity time integral (VTI) in patients with STEMI. LUS and LVOT-VTI were performed within 24 h of admission in STEMI patients. A LUS combined with LVOT-VTI (LUV) classification was developed based on LUS with < or ≥ 3 positive zone scans, combined with LVOT-VTI > or ≤ 14. Patients were classified as A (< 3zones/ > 14 cm VTI), B (≥ 3zones/ > 14 cm VTI), C (< 3zones/ ≤ 14 cm VTI) and D (≥ 3zones/ ≤ 14 cm VTI). Primary outcome was occurrence of in-hospital mortality. Development of cardiogenic shock (CS) within 24 h was also assessed. A total of 308 patients were included. Overall in-hospital mortality was 8.8%, while mortality for LUV A, B, C, and D was 0%, 3%, 12%, and 45%, respectively. The area under the curve (AUC) for predicting in-hospital mortality was 0.915. Moreover, after exclusion of patients admitted in Killip IV, at each increasing degree of LUV, a higher proportion of patients developed CS within 24 h: LUV A = 0.0%, LUV B 5%, LUV C = 12.5% and LUV D = 30.8% (p < 0.0001). The AUC for predicting CS was 0.908 (p < 0.001). In a cohort of STEMI patients, LUV provided to be an excellent method for prediction of in-hospital mortality and development of CS. LUV classification is a fast, non-invasive and very user-friendly ultrasonographic evaluation method to stratify the risk of mortality and CS.
- 24 July 2024
- Published by Springer Nature in Internal and Emergency Medicine
- Vol. 19 (8) , 2167-2176
A combination of left ventricular outflow tract velocity time integral and lung ultrasound to predict mortality in ST elevation myocardial infarction
Development of ventricular failure and pulmonary edema is associated with a worse prognosis in ST-elevation myocardial infarction (STEMI). We aimed to evaluate the prognostic ability of a novel classification combining lung ultrasound (LUS) and left ventricular outflow tract (LVOT) velocity time integral (VTI) in patients with STEMI. LUS and LVOT-VTI were performed within 24 h of admission in STEMI patients. A LUS combined with LVOT-VTI (LUV) classification was developed based on LUS with < or ≥ 3 positive zone scans, combined with LVOT-VTI > or ≤ 14. Patients were classified as A (< 3zones/ > 14 cm VTI), B (≥ 3zones/ > 14 cm VTI), C (< 3zones/ ≤ 14 cm VTI) and D (≥ 3zones/ ≤ 14 cm VTI). Primary outcome was occurrence of in-hospital mortality. Development of cardiogenic shock (CS) within 24 h was also assessed. A total of 308 patients were included. Overall in-hospital mortality was 8.8%, while mortality for LUV A, B, C, and D was 0%, 3%, 12%, and 45%, respectively. The area under the curve (AUC) for predicting in-hospital mortality was 0.915. Moreover, after exclusion of patients admitted in Killip IV, at each increasing degree of LUV, a higher proportion of patients developed CS within 24 h: LUV A = 0.0%, LUV B 5%, LUV C = 12.5% and LUV D = 30.8% (p < 0.0001). The AUC for predicting CS was 0.908 (p < 0.001). In a cohort of STEMI patients, LUV provided to be an excellent method for prediction of in-hospital mortality and development of CS. LUV classification is a fast, non-invasive and very user-friendly ultrasonographic evaluation method to stratify the risk of mortality and CS.