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Çamlı Babayiğit E, Babayiğit E, Görenek B. Incorporating machine learning into the decision-making process regarding implantable cardioverter-defibrillator treatment. Europace 2024; 26:euae058. [PMID: 38417839 PMCID: PMC10951966 DOI: 10.1093/europace/euae058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 02/24/2024] [Indexed: 03/01/2024] Open
Affiliation(s)
- Ezgi Çamlı Babayiğit
- Cardiology Department, Eskişehir Şehir Hastanesi, 71 Evler, Çevre Yolu, 26080 Odunpazarı/Eskişehir, Eskişehir 26080, Turkey
| | - Erdi Babayiğit
- Cardiology Department, Eskişehir Şehir Hastanesi, 71 Evler, Çevre Yolu, 26080 Odunpazarı/Eskişehir, Eskişehir 26080, Turkey
| | - Bülent Görenek
- Cardiology Department, Eskişehir Şehir Hastanesi, 71 Evler, Çevre Yolu, 26080 Odunpazarı/Eskişehir, Eskişehir 26080, Turkey
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Rav-Acha M, Wube O, Brodie OT, Michowitz Y, Ilan M, Ovdat T, Klempfner R, Suleiman M, Goldenberg I, Glikson M. Evaluation of MADIT-II Risk Stratification Score Among Nationwide Registry of Heart Failure Patients With Primary Prevention Implantable Cardiac Defibrillators or Resynchronization Therapy Devices. Am J Cardiol 2024; 211:17-28. [PMID: 37879381 DOI: 10.1016/j.amjcard.2023.10.044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 10/05/2023] [Accepted: 10/15/2023] [Indexed: 10/27/2023]
Abstract
The current guidelines advocate prophylactic implantable cardioverter-defibrillator (ICD) for all patients with symptomatic heart failure (HF) with low left ventricular ejection fraction. Because many patients will never use their device, a score delineating subgroups with differential ICD benefit is crucial. We aimed to evaluate the MADIT-II-based Risk Stratification Score (MRSS) feasibility to delineate the ICD survival benefit in a nationwide registry of patients with HF with prophylactic ICDs. Accordingly, all Israeli patients with HF with prophylactic ICD/cardiac resynchronization therapy defibrillators were categorized into MRSS-based risk subgroups. The study end points included overall mortality, sustained ventricular arrhythmia (VA), and a competing risk of VA (potential preventable arrhythmic death, where ICD could benefit survival) versus nonarrhythmic death. Potential ICD survival benefit was estimated by the area between these cumulative incidence curves. In 2,177 patients with HF implanted prophylactic device, 189 patients (8.7%) had VA and 316 (14.5%) died during a median follow-up of 2.9 years. The MRSS risk subgroups were significantly associated with overall mortality (p <0.001) and weakly with VA (p = 0.3). The competing risk analysis of VA versus nonarrhythmic death revealed a significantly shorter duration (p <0.001) and smaller magnitude of ICD survival benefit with increased risk subgroups, yielding an estimated 76, 60, 38, and 0 life days gained from prophylactic ICD implant during a 5-year follow-up for the MRSS low-, intermediate-, high-, and very high-risk subgroups, respectively (p for trend <0.05). In conclusion, MRSS use in a nationwide registry of patients with ischemic and nonischemic cardiomyopathy, revealed subgroups with differing ICD survival benefit, suggesting it could help evaluate prophylactic ICD survival benefit.
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Affiliation(s)
- Moshe Rav-Acha
- Jesselson Integrated Heart Center, Shaare Zedek Medical Center, Jerusalem, Israel; Faculty of Medicine, Hebrew University, Jerusalem, Israel.
| | - Orli Wube
- Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Oholi Tovia Brodie
- Jesselson Integrated Heart Center, Shaare Zedek Medical Center, Jerusalem, Israel; Faculty of Medicine, Ben-Gurion University, Beer Sheva, Israel
| | - Yoav Michowitz
- Jesselson Integrated Heart Center, Shaare Zedek Medical Center, Jerusalem, Israel; Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Michael Ilan
- Jesselson Integrated Heart Center, Shaare Zedek Medical Center, Jerusalem, Israel; Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Tal Ovdat
- Israeli Center for Cardiovascular Research, Sheba Medical Center, Israel
| | - Robert Klempfner
- Israeli Center for Cardiovascular Research, Sheba Medical Center, Israel
| | | | - Ilan Goldenberg
- Department of Medicine, University of Rochester Medical Center, New York, New York
| | - Michael Glikson
- Jesselson Integrated Heart Center, Shaare Zedek Medical Center, Jerusalem, Israel; Faculty of Medicine, Hebrew University, Jerusalem, Israel
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Evaluation of the Potential Risk of Mortality from SARS-CoV-2 Infection in Hospitalized Patients According to the Charlson Comorbidity Index. Healthcare (Basel) 2022; 10:healthcare10020362. [PMID: 35206976 PMCID: PMC8872141 DOI: 10.3390/healthcare10020362] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 01/25/2022] [Accepted: 02/10/2022] [Indexed: 12/15/2022] Open
Abstract
Background: The pandemic of COVID-19 has represented a major threat to global public health in the last century and therefore to identify predictors of mortality among COVID-19 hospitalized patients is widely justified. The aim of this study was to evaluate the possible usefulness of Charlson Comorbidity Index (CCI) as mortality predictor in patients hospitalized because COVID-19. Methods: This study was carried out in Zacatecas, Mexico, and it included 705 hospitalized patients with suspected of SARS-CoV-2 infection. Clinical data were collected, and the CCI score was calculated online using the calculator from the Sociedad Andaluza de Medicina Intensiva y Unidades Coronarias; the result was evaluated as mortality predictor among the patients with COVID-19. Results: 377 patients were positive for SARS-COV-2. Obesity increased the risk of intubation among the study population (odds ratio (OR) = 2.59; 95 CI: 1.36–4.92; p = 0.003). The CCI values were higher in patients who died because of COVID-19 complications than those observed in patients who survived (p < 0.001). Considering a CCI cutoff > 31.69, the area under the ROC curve was 0.75, with a sensitivity and a specificity of 63.6% and 87.7%, respectively. Having a CCI value > 31.69 increased the odds of death by 12.5 times among the study population (95% CI: 7.3–21.4; p < 0.001). Conclusions: The CCI is a suitable tool for the prediction of mortality in patients hospitalized for COVID-19. The presence of comorbidities in hospitalized patients with COVID-19 reflected as CCI > 31.69 increased the risk of death among the study population, so it is important to take precautionary measures in patients due to their condition and their increased vulnerability to SARS-CoV-2 infection.
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Fijačko N, Masterson Creber R, Gosak L, Kocbek P, Cilar L, Creber P, Štiglic G. A Review of Mortality Risk Prediction Models in Smartphone Applications. J Med Syst 2021; 45:107. [PMID: 34735603 PMCID: PMC8566656 DOI: 10.1007/s10916-021-01776-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Accepted: 09/27/2021] [Indexed: 01/08/2023]
Abstract
Healthcare professionals in healthcare systems need access to freely available, real-time, evidence-based mortality risk prediction smartphone applications to facilitate resource allocation. The objective of this study is to evaluate the quality of smartphone mobile health applications that include mortality prediction models, and corresponding information quality.
We conducted a systematic review of commercially available smartphone applications in Google Play for Android, and iTunes for iOS smartphone applications. We performed initial screening, data extraction, and rated smartphone application quality using the Mobile Application Rating Scale: user version (uMARS). The information quality of smartphone applications was evaluated using two patient vignettes, representing low and high risk of mortality, based on critical care data from the Medical Information Mart for Intensive Care (MIMIC) III database.
Out of 3051 evaluated smartphone applications, 33 met our final inclusion criteria. We identified 21 discrete mortality risk prediction models in smartphone applications. The most common mortality predicting models were Sequential Organ Failure Assessment (SOFA) (n = 15) and Acute Physiology and Clinical Health Assessment II (n = 13). The smartphone applications with the highest quality uMARS scores were Observation—NEWS 2 (4.64) for iOS smartphones, and MDCalc Medical Calculator (4.75) for Android smartphones. All SOFA-based smartphone applications provided consistent information quality with the original SOFA model for both the low and high-risk patient vignettes.
We identified freely available, high-quality mortality risk prediction smartphone applications that can be used by healthcare professionals to make evidence-based decisions in critical care environments.
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Affiliation(s)
- Nino Fijačko
- Faculty of Health Sciences, University of Maribor, Zitna 15, Maribor, Slovenia.
| | - Ruth Masterson Creber
- Department of Population Health Sciences, Division of Health Informatics, Weill Cornell Medicine, New York, NY, USA
| | - Lucija Gosak
- Faculty of Health Sciences, University of Maribor, Maribor, Slovenia
| | - Primož Kocbek
- Faculty of Health Sciences, University of Maribor, Maribor, Slovenia
| | - Leona Cilar
- Faculty of Health Sciences, University of Maribor, Maribor, Slovenia
| | - Peter Creber
- Department of Respiratory Medicine, North Bristol NHS Trust, Bristol, UK
| | - Gregor Štiglic
- Faculty of Health Sciences and Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia
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Poupin P, Bouleti C, Degand B, Paccalin M, Le Gal F, Bureau ML, Alos B, Roumegou P, Christiaens L, Ingrand P, Garcia R. Prognostic value of Charlson Comorbidity Index in the elderly with a cardioverter defibrillator implantation. Int J Cardiol 2020; 314:64-69. [PMID: 32291172 DOI: 10.1016/j.ijcard.2020.03.060] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Revised: 03/19/2020] [Accepted: 03/23/2020] [Indexed: 11/30/2022]
Abstract
BACKGROUND Elderly patients are often underrepresented in implantable cardioverter defibrillator (ICD) trials, and ICD implantation in patients ≥75 years consequently remains controversial. We aimed to evaluate mortality, appropriate ICD therapy rates and survival gain in an elderly population after risk stratification according to the Charlson Comorbidity Index (CCI). METHODS This monocentric retrospective study included elderly ICD patients ≥75 years. They were subdivided according to their CCI score into 3 categories (0-1, 2-3 or ≥4 points). Elderly patients were matched 1:2 with younger control ICD patients on gender, type of prevention (primary or secondary) and type of device (associated cardiac resynchronization therapy or not). RESULTS Between January 2009 and July 2017, 121 elderly patients (mean age 78 ± 3; 83% male) matched with 242 controls (mean age 66 ± 5) were included. At 5 year follow-up after ICD implantation, overall survival was 78%, 57%, and 29% (P = 0.002) in the elderly with a CCI score of 0-1, 2-3 and ≥4 respectively, and 72% in controls. There was no significant difference regarding ICD appropriate therapy between the 3 subgroups despite a trend towards lower rates of therapy in CCI ≥ 4 points patients (34.2%, 39.7% and 22.8% respectively; P = 0.45). Median potential survival gain after an appropriate therapy was >5, 4.7 and 1.4 years, with a CCI score of 0-1, 2-3 and ≥4 respectively (P = 0.01). CONCLUSION Elderly patients with CCI score ≥ 4 had the lowest survival after ICD implantation and little survival gain in case of appropriate defibrillator therapy. More than age alone, the burden of comorbidities assessed by the CCI could be helpful to better select elderly patients for ICD implantation.
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Affiliation(s)
- Pierre Poupin
- CHU Poitiers, Unité Médico-Chirurgicale Pôle Montmorillon, 2 rue de la Milétrie, F-86021 Poitiers, France
| | - Claire Bouleti
- CHU Poitiers, Service de Cardiologie, 2 rue de la Milétrie, F-86021 Poitiers, France; Univ Poitiers, Faculté de Médecine et Pharmacie, F-86021 Poitiers, France; INSERM CIC 1402, CHU Poitiers, 2 rue de la Milétrie, F-86021 Poitiers, France
| | - Bruno Degand
- CHU Poitiers, Service de Cardiologie, 2 rue de la Milétrie, F-86021 Poitiers, France.
| | - Marc Paccalin
- Univ Poitiers, Faculté de Médecine et Pharmacie, F-86021 Poitiers, France; CHU Poitiers, Service de Gériatrie, 2 rue de la Milétrie, F-86021 Poitiers, France.
| | - François Le Gal
- CHU Poitiers, Service de Cardiologie, 2 rue de la Milétrie, F-86021 Poitiers, France.
| | - Marie-Laure Bureau
- CHU Poitiers, Service de Cardiologie, 2 rue de la Milétrie, F-86021 Poitiers, France; Univ Poitiers, Faculté de Médecine et Pharmacie, F-86021 Poitiers, France.
| | - Benjamin Alos
- CHU Poitiers, Service de Cardiologie, 2 rue de la Milétrie, F-86021 Poitiers, France; Univ Poitiers, Faculté de Médecine et Pharmacie, F-86021 Poitiers, France; INSERM CIC 1402, CHU Poitiers, 2 rue de la Milétrie, F-86021 Poitiers, France
| | - Pierre Roumegou
- CHU Poitiers, Service de Cardiologie, 2 rue de la Milétrie, F-86021 Poitiers, France.
| | - Luc Christiaens
- CHU Poitiers, Service de Cardiologie, 2 rue de la Milétrie, F-86021 Poitiers, France; Univ Poitiers, Faculté de Médecine et Pharmacie, F-86021 Poitiers, France; INSERM CIC 1402, CHU Poitiers, 2 rue de la Milétrie, F-86021 Poitiers, France.
| | - Pierre Ingrand
- Univ Poitiers, Faculté de Médecine et Pharmacie, F-86021 Poitiers, France; Epidemiology and Biostatistics, INSERM CIC 1402, CHU Poitiers, 2 rue de la Milétrie, F-86021 Poitiers, France.
| | - Rodrigue Garcia
- CHU Poitiers, Service de Cardiologie, 2 rue de la Milétrie, F-86021 Poitiers, France; Univ Poitiers, Faculté de Médecine et Pharmacie, F-86021 Poitiers, France; INSERM CIC 1402, CHU Poitiers, 2 rue de la Milétrie, F-86021 Poitiers, France.
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Boveda S, Garcia R, Defaye P, Piot O, Narayanan K, Barra S, Gras D, Providencia R, Algalarrondo V, Beganton F, Perier MC, Jacob S, Bordachar P, Babuty D, Klug D, Leclercq C, Fauchier L, Sadoul N, Deharo JC, Marijon E. Implantable cardioverter defibrillator therapy for primary prevention of sudden cardiac death in the real world: Main findings from the French multicentre DAI-PP programme (pilot phase). Arch Cardiovasc Dis 2019; 112:523-531. [PMID: 31471226 DOI: 10.1016/j.acvd.2019.05.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Accepted: 05/21/2019] [Indexed: 11/15/2022]
Abstract
This review summarizes the main findings of the French multicentre DAI-PP pilot programme, and discusses the related clinical and research perspectives. This project included retrospectively (2002-2012 period) more than 5000 subjects with structural heart disease who received an implantable cardioverter defibrillator (ICD) for primary prevention of sudden cardiac death, and were followed for a mean period of 3 years. The pilot phase of the DAI-PP programme has provided valuable information on several practical and clinically relevant aspects of primary prevention ICD implantation in the real-world population, which are summarized in this review. This pilot has led to a prospective evaluation that started in May 2018, assessing ICD therapy in primary and secondary prevention in patients with structural and electrical heart diseases, with remote monitoring follow-up using a dedicated platform. This should further enhance our understanding of sudden cardiac death, to eventually optimize the field of preventative actions.
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Affiliation(s)
| | - Rodrigue Garcia
- CHU de Poitiers, 86021 Poitiers, France; Université de Poitiers, 86073 Poitiers, France
| | | | - Olivier Piot
- Centre cardiologique du Nord, 93200 Saint-Denis, France
| | - Kumar Narayanan
- Paris Cardiovascular Research Centre (Inserm U970), 75015 Paris, France; Maxcure Hospitals, 500081 Hyderabad, Telangana, India
| | - Sergio Barra
- Royal Papworth Hospital NHS Foundation Trust, Cambridge University Health Partners, CB2 0AY Cambridge, UK; Hospital da Luz Arrabida, 4400-346 Vila Nova de Gaia, Portugal
| | - Daniel Gras
- Hopital privé du Confluent, 44000 Nantes, France
| | - Rui Providencia
- Clinique Pasteur, 31076 Toulouse, France; Barts Heart Centre, Barts Health NHS Trust, EC1A 7BE London, UK
| | | | - Frankie Beganton
- Paris Cardiovascular Research Centre (Inserm U970), 75015 Paris, France
| | | | | | | | | | | | | | | | | | | | - Eloi Marijon
- Paris Cardiovascular Research Centre (Inserm U970), 75015 Paris, France; Unité de Rythmologie, Hôpital européen Georges Pompidou, 20-40, rue Leblanc, 75908 Paris cedex 15, France; Paris Descartes University, 75006 Paris, France.
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Garcia R, Degand B, Fraty M, Le Marcis V, Bidegain N, Laude D, Tavernier M, Le Gal F, Hadjadj S, Saulnier PJ, Ragot S. Baroreflex sensitivity assessed with the sequence method is associated with ventricular arrhythmias in patients implanted with a defibrillator for the primary prevention of sudden cardiac death. Arch Cardiovasc Dis 2019; 112:270-277. [PMID: 30670362 DOI: 10.1016/j.acvd.2018.11.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Revised: 10/10/2018] [Accepted: 11/12/2018] [Indexed: 10/27/2022]
Abstract
BACKGROUND Left ventricular ejection fraction lacks accuracy in predicting sudden cardiac death, resulting in unnecessary implantation of cardioverter defibrillators for the primary prevention of sudden cardiac death. Baroreflex sensitivity could help to stratify patients at risk of ventricular arrhythmia. AIM To assess the association between cardiac baroreflex sensitivity and ventricular arrhythmias in patients implanted with an implantable cardioverter defibrillator for the primary prevention of sudden cardiac death after myocardial infarction. METHODS This case-control single-centre study took place between 2015 and 2016. Cases (n=10) had experienced ventricular arrhythmias treated by the implantable cardioverter defibrillator in the previous 3 years; controls (n=22) had no arrhythmia during the same period. Baroreflex sensitivity was assessed using the temporal sequence method (mean slope) and cross-spectral analysis (low-frequency gain and high-frequency gain). RESULTS The mean age was 65 years; 94% of the patients were men. 24-hour Holter electrocardiogram autonomous nervous system variables, left ventricular ejection fraction and N-terminal prohormone of B-type natriuretic peptide (NT-proBNP) concentration did not differ between cases and controls. The mean slope was lower in cases than in controls (8 vs. 15ms/mmHg [P=0.009] in the supine position; 7 vs. 12ms/mmHg [P=0.038] in the standing position). The mean slope in the supine position was still significantly different between groups after adjustment for age, left ventricular ejection fraction and NT-proBNP (P=0.03). By comparison, low-frequency gain and high-frequency gain did not differ between groups in either the supine or the standing position. CONCLUSION Patients with ventricular arrhythmias had a lower mean slope compared with those who were free of arrhythmia. A prospective study is needed to confirm this association.
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Affiliation(s)
- Rodrigue Garcia
- Service de cardiologie, CHU Poitiers, 86021 Poitiers, France; Faculté de médecine et pharmacie, université Poitiers, 86021 Poitiers, France.
| | - Bruno Degand
- Service de cardiologie, CHU Poitiers, 86021 Poitiers, France
| | - Mathilde Fraty
- Service d'endocrinologie, CHU Poitiers, 86021 Poitiers, France; Faculté de médecine et pharmacie, université Poitiers, 86021 Poitiers, France
| | | | | | - Dominique Laude
- UMRS 1138, Inserm, Centre de recherche des Cordeliers, Sorbonne université, Sorbonne Paris Cité, 75006 Paris, France
| | | | - François Le Gal
- Service de cardiologie, CHU Poitiers, 86021 Poitiers, France
| | - Samy Hadjadj
- Service d'endocrinologie, CHU Poitiers, 86021 Poitiers, France; Faculté de médecine et pharmacie, université Poitiers, 86021 Poitiers, France; CHU Poitiers, CIC 1402, 86021 Poitiers, France
| | - Pierre-Jean Saulnier
- CHU Poitiers, CIC 1402, 86021 Poitiers, France; Faculté de médecine et pharmacie, université Poitiers, 86021 Poitiers, France
| | - Stéphanie Ragot
- CHU Poitiers, CIC 1402, 86021 Poitiers, France; Faculté de médecine et pharmacie, université Poitiers, 86021 Poitiers, France
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Affiliation(s)
- Byron K Lee
- University of California San Francisco, San Francisco, CA
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Contractibility sensor signal evolution predicts cardiovascular events in patients with cardiac resynchronization therapy. Arch Cardiovasc Dis 2019; 112:22-30. [DOI: 10.1016/j.acvd.2018.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2018] [Revised: 06/08/2018] [Accepted: 07/23/2018] [Indexed: 11/21/2022]
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Barra S, Providência R, Duehmke R, Boveda S, Begley D, Grace A, Narayanan K, Tang A, Marijon E, Agarwal S. Cause-of-death analysis in patients with cardiac resynchronization therapy with or without a defibrillator: a systematic review and proportional meta-analysis. Europace 2017; 20:481-491. [DOI: 10.1093/europace/eux094] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Accepted: 03/15/2017] [Indexed: 02/05/2023] Open
Affiliation(s)
- Sérgio Barra
- Cardiology Department, Papworth Hospital NHS Foundation Trust, Cambridge CB23 3RE, UK
| | - Rui Providência
- Cardiology Department, Barts Heart Centre, Barts Health NHS Trust, London, UK
| | - Rudolf Duehmke
- Cardiology Department, Papworth Hospital NHS Foundation Trust, Cambridge CB23 3RE, UK
| | - Serge Boveda
- Cardiology Department, Clinique Pasteur, Toulouse, France
| | - David Begley
- Cardiology Department, Papworth Hospital NHS Foundation Trust, Cambridge CB23 3RE, UK
| | - Andrew Grace
- Cardiology Department, Papworth Hospital NHS Foundation Trust, Cambridge CB23 3RE, UK
| | | | - Anthony Tang
- Cardiology Department, University of Western Ontario, London, Ontario, Canada
| | - Eloi Marijon
- Paris Cardiovascular Research Center, Cardiovascular Epidemiology Unit, Paris, France
- Cardiology Department, European Georges Pompidou Hospital, Paris, France
- Paris Descartes University, Paris, France
| | - Sharad Agarwal
- Cardiology Department, Papworth Hospital NHS Foundation Trust, Cambridge CB23 3RE, UK
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Does defibrillation testing influence outcomes after CRT-D implantation? A cause-of-death analysis from the DAI-PP study. Int J Cardiol 2016; 221:951-6. [DOI: 10.1016/j.ijcard.2016.06.189] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2016] [Accepted: 06/24/2016] [Indexed: 11/24/2022]
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