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Dive into the research topics where Ronen Rubinshtein is active.

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Featured researches published by Ronen Rubinshtein.


Circulation | 2007

Usefulness of 64-Slice Cardiac Computed Tomographic Angiography for Diagnosing Acute Coronary Syndromes and Predicting Clinical Outcome in Emergency Department Patients With Chest Pain of Uncertain Origin

Ronen Rubinshtein; David A. Halon; Tamar Gaspar; Ronen Jaffe; Basheer Karkabi; Moshe Y. Flugelman; Asia Kogan; Reuma Shapira; Nathan Peled; Basil S. Lewis

Background— Multidetector computed tomography (MDCT) has high diagnostic value for detecting or excluding coronary artery stenosis. We examined performance characteristics of MDCT for diagnosing or excluding an acute coronary syndrome in patients presenting to the emergency department (ED) with possible ischemic chest pain and examined relation to clinical outcome during a 15-month follow-up period. Methods and Results— We prospectively studied 58 patients (56±10 years of age, 36% female) with chest pain possibly ischemic in origin and no new ECG changes or elevated biomarkers. The patients underwent 64-slice contrast-enhanced MDCT, which showed normal coronary vessels (no or trivial atheroma) in 15 patients, nonobstructive plaque in 20 (MDCT-negative patients), and obstructive coronary disease (≥50% luminal narrowing) in 23 (MDCT-positive group). By further investigation (new elevation of cardiac biomarkers, abnormal myocardial perfusion scintigraphy and/or invasive angiography), acute coronary syndrome was diagnosed in 20 of the 23 MDCT-positive patients (ED MDCT sensitivity 100% [20/20], specificity 92% [35/38], positive predictive value 87% [20/23], negative predictive value 100% [35/35]). During a 15-month follow-up period, no deaths or myocardial infarctions occurred in the 35 patients discharged from the ED after initial triage and MDCT findings. One patient underwent late percutaneous coronary intervention (late major adverse cardiovascular events rate, 2.8%). Overall, ED MDCT sensitivity for predicting major adverse cardiovascular events (death, myocardial infarction, or revascularization) during hospitalization and follow-up was 92% (12/13), specificity was 76% (34/45), positive predictive value was 52% (12/23), and negative predictive value was 97% (34/35). Conclusions— We found that 64-slice cardiac MDCT is a potentially valuable diagnostic tool in ED patients with chest pain of uncertain origin, providing early direct noninvasive visualization of coronary anatomy. ED MDCT had high positive predictive value for diagnosing acute coronary syndrome, whereas a negative MDCT study predicted a low rate of major adverse cardiovascular events and favorable outcome during follow-up.


Circulation-heart Failure | 2010

Characteristics and Clinical Significance of Late Gadolinium Enhancement by Contrast-Enhanced Magnetic Resonance Imaging in Patients with Hypertrophic Cardiomyopathy

Ronen Rubinshtein; James F. Glockner; Steve R. Ommen; Philip A. Araoz; Michael J. Ackerman; Paul Sorajja; J. Martijn Bos; A. Jamil Tajik; Uma S. Valeti; Rick A. Nishimura; Bernard J. Gersh

Background—Myocardial late gadolinium enhancement (LGE) on contrast-enhanced magnetic resonance imaging (CE-MRI) of patients with hypertrophic cardiomyopathy (HCM) has been suggested to represent intramyocardial fibrosis and, as such, an adverse prognostic risk factor. We evaluated the characteristics of LGE on CE-MRI and explored whether LGE among patients with HCM was associated with genetic testing, severe symptoms, ventricular arrhythmias, or sudden cardiac death (SCD). Methods and Results—Four hundred twenty-four patients with HCM (age=55±16 years [range 2 to 90], 41% females), without a history of septal ablation/myectomy, underwent CE-MRI (GE 1.5 Tesla). We evaluated the relation between LGE and HCM genes status, severity of symptoms, and the degree of ventricular ectopy on Holter ECG. Subsequent SCD and appropriate implanted cardioverter defibrillator (ICD) therapies were recorded during a mean follow-up of 43±14 months (range 16 to 94). Two hundred thirty-nine patients (56%) had LGE on CE-MRI, ranging from 0.4% to 65% of the left ventricle. Gene-positive patients were more likely to have LGE (P<0.001). The frequencies of New York Heart Association class ≥3 dyspnea and angina class ≥3 were similar in patients with and without LGE (125 of 239 [52%] versus 94 of 185 [51%] and 24 of 239 [10%] versus 18 of 185 [10%], respectively, P=NS). LGE-positive patients were more likely to have episodes of nonsustained ventricular tachycardia (34 of 126 [27%] versus 8 of 94 [8.5%], P<0.001), had more episodes of nonsustained ventricular tachycardia per patient (4.5±12 versus 1.1±0.3, P=0.04), and had higher frequency of ventricular extrasystoles/24 hours (700±2080 versus 103±460, P=0.003). During follow-up, SCD occurred in 4 patients, and additional 4 patients received appropriate ICD discharges. All 8 patients were LGE positive (event rate of 0.94%/y, P=0.01 versus LGE negative). Two additional heart failure-related deaths were recorded among LGE-positive patients. Univariate associates of SCD or appropriate ICD discharge were positive LGE (P=0.002) and presence of nonsustained ventricular tachycardia (P=0.04). The association of LGE with events remained significant after controlling for other risk factors. Conclusions—In patients with HCM, presence of LGE on CE-MRI was common and more prevalent among gene-positive patients. LGE was not associated with severe symptoms. However, LGE was strongly associated with surrogates of arrhythmia and remained a significant associate of subsequent SCD and/or ICD discharge after controlling for other variables. If replicated, LGE may be considered an important risk factor for sudden death in patients with HCM.


European Heart Journal | 2016

Machine learning for prediction of all-cause mortality in patients with suspected coronary artery disease: a 5-year multicentre prospective registry analysis

Manish Motwani; Damini Dey; Daniel S. Berman; Guido Germano; Stephan Achenbach; Mouaz Al-Mallah; Daniele Andreini; Matthew J. Budoff; Filippo Cademartiri; Tracy Q. Callister; Hyuk-Jae Chang; Kavitha Chinnaiyan; Benjamin J.W. Chow; Ricardo C. Cury; Augustin Delago; Millie Gomez; Heidi Gransar; Martin Hadamitzky; Joerg Hausleiter; Niree Hindoyan; Gudrun Feuchtner; Philipp A. Kaufmann; Yong Jin Kim; Jonathon Leipsic; Fay Y. Lin; Erica Maffei; Hugo Marques; Gianluca Pontone; Gilbert Raff; Ronen Rubinshtein

Aims Traditional prognostic risk assessment in patients undergoing non-invasive imaging is based upon a limited selection of clinical and imaging findings. Machine learning (ML) can consider a greater number and complexity of variables. Therefore, we investigated the feasibility and accuracy of ML to predict 5-year all-cause mortality (ACM) in patients undergoing coronary computed tomographic angiography (CCTA), and compared the performance to existing clinical or CCTA metrics. Methods and results The analysis included 10 030 patients with suspected coronary artery disease and 5-year follow-up from the COronary CT Angiography EvaluatioN For Clinical Outcomes: An InteRnational Multicenter registry. All patients underwent CCTA as their standard of care. Twenty-five clinical and 44 CCTA parameters were evaluated, including segment stenosis score (SSS), segment involvement score (SIS), modified Duke index (DI), number of segments with non-calcified, mixed or calcified plaques, age, sex, gender, standard cardiovascular risk factors, and Framingham risk score (FRS). Machine learning involved automated feature selection by information gain ranking, model building with a boosted ensemble algorithm, and 10-fold stratified cross-validation. Seven hundred and forty-five patients died during 5-year follow-up. Machine learning exhibited a higher area-under-curve compared with the FRS or CCTA severity scores alone (SSS, SIS, DI) for predicting all-cause mortality (ML: 0.79 vs. FRS: 0.61, SSS: 0.64, SIS: 0.64, DI: 0.62; P< 0.001). Conclusions Machine learning combining clinical and CCTA data was found to predict 5-year ACM significantly better than existing clinical or CCTA metrics alone.


Journal of The American Society of Echocardiography | 2012

Three-Dimensional Imaging of the Left Ventricular Outflow Tract: Impact on Aortic Valve Area Estimation by the Continuity Equation

Tamar Gaspar; Salim Adawi; Robert Sachner; Ihab Asmer; Majdi Ganaeem; Ronen Rubinshtein; Avinoam Shiran

BACKGROUND Measurement of left ventricular outflow tract (LVOT) area for estimation of aortic valve area (AVA) using two-dimensional (2D) transthoracic echocardiography (TTE) and the continuity equation assumes a round LVOT. The aim of this study was to compare measurements of LVOT area and AVA using 2D and three-dimensional (3D) TTE and cardiac computed tomographic angiography (CCTA) in an attempt to improve the accuracy of AVA estimation using TTE. METHODS Fifty patients were prospectively studied, 25 with aortic stenosis and 25 without aortic stenosis (group 1). LVOT area and AVA were estimated using 2D TTE, and LVOT area and diameters were measured using 256-slice CCTA and 3D TTE. AVA was also planimetered using CCTA in midsystole. LVOT area and AVA estimated by 2D TTE were correlated with measurements by 3D TTE and CCTA. Findings from group 1 were then validated in 38 additional patients with aortic stenosis (group 2). RESULTS LVOTs were oval in 96% of the patients in group 1, with a mean eccentricity index (diameter 2/diameter 1) of 1.26 ± 0.09 by CCTA. Compared with CCTA, 2D TTE systematically underestimated LVOT area (and therefore AVA) by 17 ± 16%. The correlation between CCTA and 3D TTE LVOT area was only moderate (r = 0.63), because of inadequate 3D transthoracic echocardiographic image quality. Mean AVA was 0.92 ± 0.44 cm(2) by 2D TTE and 1.14 ± 0.68 cm(2) by CCTA (P = .0015). After correcting AVA on 2D TTE by a factor of 1.17 (accounting for LVOT area ovality), there was no difference between 2D TTE and CCTA (0.06 ± 26 cm(2), P = .20, r = 0.86). In group 2, 2D TTE underestimated LVOT area and AVA by 16 ± 11%, similar to group 1, and AVA by TTE was 0.75 ± 0.14 cm(2) compared with 0.88 ± 0.21 cm(2) by CCTA (P < .0001). When the correction factor was applied to the group 2 results, the corrected AVA by 2D TTE (×1.17) was 0.87 ± 0.17 cm(2), similar to AVA by CCTA (P = .70). CONCLUSIONS Three-dimensional imaging revealed oval LVOTs in most patients, resulting in underestimation of LVOT area and AVA on 2D TTE by 17%. This accounted for the difference in AVA between 2D TTE and CCTA. Current 3D TTE is inadequate to accurately measure LVOT area.


Heart | 2012

Prevalence and non-invasive predictors of left main or three-vessel coronary disease: evidence from a collaborative international meta-analysis including 22 740 patients

Fabrizio D'Ascenzo; Elisa Picardi; Claudio Moretti; Pierluigi Omedè; Filippo Sciuto; Marco Novara; Andrew Yan; Shaun Goodman; Nitin Mahajan; Masami Kosuge; Alberto Palazzuoli; Gwo Ping Jong; Hussain Isma'eel; Matthew J. Budoff; Ronen Rubinshtein; Henry Gewirtz; Matthew J. Reed; Pierre Theroux; Giuseppe Biondi-Zoccai; Maria Grazia Modena; Imad Sheiban; Fiorenzo Gaita

Background Left main disease (LMD) and three-vessel disease (3VD) have important prognostic value in patients with coronary artery disease. However, uncertainties still exist about their prevalence and predictors in patients with acute coronary syndrome (ACS) and also in patients with stable coronary disease. Thus the aim of this study was to perform an international collaborative systematic review and meta-analysis to appraise the prevalence and predictors of LMD and 3VD. Methods Medline/PubMed were systematically searched for eligible studies published up to 2010, reporting multivariate predictors of LMD or 3VD. Study features, patient characteristics, and prevalence and predictors of LMD and 3VD were abstracted and pooled with random-effect methods (95% CIs). Results 17 studies (22 740 patients) were included, 11 focusing on ACS (17 896 patients) and six on stable coronary disease (4844 patients). In the ACS subgroup, LMD or 3VD occurred in 20% (95% CI 7.2% to 33.4%), LMD in 12% (95% CI 10.5% to 13.5%), and 3VD in 25% (95% CI 23.1% to 27.0%). Heart failure at admission and extent of ST-segment elevation in lead aVR on 12-lead ECG were the most powerful predictors of LMD or 3VD. In the stable disease subgroup, LMD or 3VD was found in 36% (95% CI 18.5% to 48.8%), with the most powerful predictors being transient ischaemic dilation during the imaging stress test, extent of ST-segment elevation in aVR and V1 during the stress test, and hyperlipidaemia. Conclusions This meta-analysis demonstrated that severe coronary disease—that is, LMD or 3VD—is more common in patients with ACS or stable coronary disease than generally perceived, and that simple and low-cost tools may help in the selection of the most appropriate therapeutic approach.


International Journal of Cardiology | 2009

Cardiac computed tomographic angiography for risk stratification and prediction of late cardiovascular outcome events in patients with a chest pain syndrome

Ronen Rubinshtein; David A. Halon; Tamar Gaspar; Nathan Peled; Basil S. Lewis

BACKGROUND Contrast-enhanced multidetector cardiac computed tomographic angiography (CCTA) has high sensitivity and specificity for diagnosing anatomic coronary stenoses, but its role in predicting late clinical outcome events has not been well studied. METHODS We examined predictive value of CCTA for late major adverse cardiovascular (CV) outcome events (MACE)(CV death, myocardial infarction, myocardial revascularization) (follow-up 18.2+/-6.3, range 9-30 months) in 545 consecutive symptomatic patients (368 (68%) men, 177 (32%) women) with clinical suspicion, but without previously diagnosed, coronary artery disease (CAD) who underwent 40- or 64-channel CCTA. RESULTS MACE occurred in 53/545 (9.7%) patients (early 30 day CCTA-driven events excluded): CV death/myocardial infarction in 3/327 (0.9%) patients with no coronary luminal narrowing >25% (group 1), in 3/127 (2.4%) with >or=1 luminal narrowing(s) of 26-69% (group 2) and in 9/91 (9.9%) with >or=1 coronary luminal narrowing(s) of >or=70% (group 3) (p<0.0001). CV death/myocardial infarction/revascularization occurred in 5/327 (1.5%) group 1 patients, 19/127 (14.9%) group 2 and 29/91 (31.9%) group 3 (p<0.0001). Multivariate analysis (adjusting for age, gender, coronary risk factors and coronary calcium score) identified CCTA stenosis (>25%) as a powerful independent predictor of MACE (HR 10.9, 95%CI 4.1-29.0, p<0.0001). CONCLUSIONS CCTA was useful to predict late clinical outcome events in patients undergoing evaluation of a chest pain syndrome.


Critical Reviews in Toxicology | 2007

Guidelines for Treating Cardiac Manifestations of Organophosphates Poisoning with Special Emphasis on Long QT and Torsades De Pointes

Eran Bar-Meir; Ophir Schein; Arik Eisenkraft; Ronen Rubinshtein; Ahuva Grubstein; Arie Militianu; Michael Glikson

Organophosphate poisoning may precipitate complex ventricular arrhythmias, a frequently overlooked and potentially lethal aspect of this condition. Acute effects consist of electrocardiographic ST-T segment changes and AV conduction disturbances of varying degrees, while long-lasting cardiac changes include QT prolongation, polymorphic tachycardia (“Torsades de Pointes”), and sudden cardiac death. Cardiac monitoring of organophosphate intoxicated patients for relatively long periods after the poisoning and early aggressive treatment of arrhythmias may be the clue to better survival. We present here a review of the literature with a focus on late cardiac arrhythmias (mainly “Torsades de pointes”), possible mechanisms, and treatment modalities, with special emphasis on postpoisoning monitoring for development of arrhythmias.


The Cardiology | 2007

Uses and Limitations of 40 Slice Multi-Detector Row Spiral Computed Tomography for Diagnosing Coronary Lesions in Unselected Patients Referred for Routine Invasive Coronary Angiography

David A. Halon; Tamar Gaspar; Salim Adawi; Ronen Rubinshtein; Jorge E. Schliamser; Nathan Peled; Basil S. Lewis

Background and Aims: The value of multi-detector row computed tomography (MDCT) in routine cardiology practice is uncertain. We examined the applicability of MDCT imaging for the diagnosis of obstructive coronary artery disease in a routine clinical setting. Methods: MDCT scanning (40 slice) was performed in 111 unselected patients referred for invasive coronary angiography (ICA) and findings were compared to an independent quantitative assessment of the ICA on a segmental, vessel and patient basis. Results: Sensitivity and positive predictive value for segmental disease (72.2 and 70.9% respectively, overall) were higher in patients aged ≧60 years and history of disease ≧1 year, whereas specificity and negative predictive value were high in all groups. In the patient-based analysis, sensitivity and positive predictive value (84.7 and 87.8%, respectively) were higher, the latter in keeping with the high-patient prevalence of disease, but specificity and negative predictive value (61.5 and 55.2%) were low. Conclusions: Usefulness of MDCT was significantly influenced by age, duration of coronary artery disease and female gender, and on a patient-based analysis its diagnostic accuracy was not sufficient to replace ICA in a routine clinical setting.


European Journal of Echocardiography | 2013

Long-term prognosis and outcome in patients with a chest pain syndrome and myocardial bridging: A 64-slice coronary computed tomography angiography study

Ronen Rubinshtein; Tamar Gaspar; Basil S. Lewis; Abhiram Prasad; Nathan Peled; David A. Halon

BACKGROUND Small case series have associated coronary myocardial bridging (MB) with adverse cardiac events. However, the clinical significance of MB in unselected patients with chest pain remains unclear. The purpose of this study was to explore the relation between the presence of isolated MB and subsequent adverse cardiac events in symptomatic patients referred for coronary computed tomography angiography (CCTA). METHODS AND RESULTS Three hundred and thirty-four consecutive patients (age 57 ± 13 years, 43% female) with chest pain and no prior history of coronary artery disease (CAD) who underwent 64-slice CCTA and had no obstructive CAD (≥ 50% coronary luminal obstruction) were included. Patients were followed for cardiac events [cardiovascular (CV) death or non-fatal myocardial infarction (MI)] over 6.1 ± 1 years. Outcomes were compared between patients with MB vs. those without MB using the Cox models. MB was present in 117 out of 334 (35%) patients on CCTA and 80% of MB involved the mid-distal left anterior descending coronary artery. During a mean follow-up duration of 6.1 ± 1 years, cardiac events occurred in 6 out of 117 (5.1%) patients with, and 7 out of 217 (3.2%) patients without MB (P = 0.40). Univariate predictors of cardiac events were hypertension [hazards ratio (HR) = 10.6, P = 0.002], diabetes mellitus (HR = 4.8, P = 0.01), and older age (HR = 1.1, P = 0.0004). The association of hypertension and age with adverse cardiac events remained statistically significant after adjusting for other variables. Neither the presence nor the extent of MB was associated with an increased risk of cardiac events. CONCLUSION MB is a common finding on CCTA among patients presenting with chest pain but no obstructive CAD. No association was evident between MB and the risk of CV death or MI.


Catheterization and Cardiovascular Interventions | 2015

Pericardial covered stent for coronary perforations.

Shmuel Chen; Chaim Lotan; Ronen Jaffe; Ronen Rubinshtein; Eyal Ben-Assa; Ariel Roguin; Boris Varshitzsky; Haim D. Danenberg

To evaluate initial and long term results of coronary perforation treatment with pericardial covered stent.

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David A. Halon

Technion – Israel Institute of Technology

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Basil S. Lewis

Technion – Israel Institute of Technology

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Ronen Jaffe

Technion – Israel Institute of Technology

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Tamar Gaspar

Technion – Israel Institute of Technology

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Nathan Peled

Technion – Israel Institute of Technology

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Moshe Y. Flugelman

Rappaport Faculty of Medicine

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Filippo Cademartiri

Erasmus University Rotterdam

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Mouaz Al-Mallah

King Saud bin Abdulaziz University for Health Sciences

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