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Artificial Intelligence in Medicine: Neither Intelligent nor Artificial? 医学中的人工智能:既不智能也不人工?
IF 3 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-01-01 DOI: 10.15420/aer.2023.01
Demosthenes G Katritsis
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引用次数: 0
'Pill-in-the-pocket' Oral Anticoagulation Guided by Daily Rhythm Monitoring for Stroke Prevention in Patients with AF: A Systematic Review and Meta-analysis. 每日心律监测指导下的“口袋药丸”口服抗凝治疗对房颤患者脑卒中预防:一项系统综述和荟萃分析
IF 3 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-01-01 DOI: 10.15420/aer.2022.22
Andre Briosa E Gala, Michael Timothy Brian Pope, Milena Leo, Alexander James Sharp, Victor Tsoi, John Paisey, Nick Curzen, Timothy Rider Betts

Aims: In patients with a low AF burden and long periods of sinus rhythm, 'pill-in-the-pocket' oral anticoagulation (OAC) may, taken as needed in response to AF episodes, offer the same thromboembolic protection as continuous, life-long OAC, while reducing bleeding complications at the same time. The purpose of this study is to systematically summarise available evidence pertaining to the feasibility, safety and efficacy of pill-in-the-pocket OAC.

Methods: Medline and Embase were searched from inception to July 2022 for studies adopting a pill-in-the-pocket OAC strategy in AF patients guided by daily rhythm monitoring (PROSPERO/CRD42020209564). Outcomes of interest were extracted and event rates per patient-years of follow-up were calculated. A random effects model was used for pooled estimates.

Results: Eight studies were included (711 patients). Daily rhythm monitoring was continuous in six studies and intermittent in two (pulse checks or smartphone single-lead electrocardiograms were used). Anticoagulation criteria varied across studies, reflecting the uncertainty regarding the AF burden that warrants anticoagulation. The mean time from AF meeting OAC criteria to its initiation was not reported. Adopting pill-in-the-pocket OAC led to 390 (54.7%) patients stopping OAC, 85 (12.0%) patients taking pill-in-the-pocket OAC and 237 (33.3%) patients remaining on or returning to continuous OAC. Overall, annualised ischaemic stroke and major bleeding rates per patient-year of follow-up were low at 0.005 (95% CI [0.002-0.012]) and 0.024 (95% CI [0.013-0.043]), respectively.

Conclusion: Current evidence, although encouraging, is insufficient to inform practice. Additional studies are required to improve our understanding of the relationships between AF burden and thromboembolic risk to help define anticoagulation criteria and appropriate monitoring strategies.

目的:对于房颤负担低、窦性心律长时间的患者,“口袋药丸”口服抗凝剂(OAC)可以在房颤发作时根据需要服用,提供与连续终身口服抗凝剂相同的血栓栓塞保护,同时减少出血并发症。本研究的目的是系统地总结有关口袋药丸OAC的可行性,安全性和有效性的现有证据。方法:检索Medline和Embase从成立到2022年7月,在每日节律监测指导下对房事患者采用口袋装药丸OAC策略的研究(PROSPERO/CRD42020209564)。提取感兴趣的结果并计算每患者-年随访的事件发生率。随机效应模型用于汇总估计。结果:纳入8项研究(711例患者)。每日节律监测在六项研究中是连续的,在两项研究中是间歇性的(使用脉搏检查或智能手机单导联心电图)。不同研究的抗凝标准不同,反映了房颤负担是否需要抗凝治疗的不确定性。从afc达到OAC标准到其启动的平均时间没有报告。采用口袋式OAC的390例(54.7%)患者停止OAC, 85例(12.0%)患者服用口袋式OAC, 237例(33.3%)患者继续或恢复持续OAC。总体而言,每患者年随访的年化缺血性卒中和大出血率分别为0.005 (95% CI[0.002-0.012])和0.024 (95% CI[0.013-0.043])。结论:目前的证据虽然令人鼓舞,但不足以为实践提供信息。需要进一步的研究来提高我们对房颤负担和血栓栓塞风险之间关系的理解,以帮助确定抗凝标准和适当的监测策略。
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引用次数: 0
Artificial Intelligence for the Detection and Treatment of Atrial Fibrillation. 人工智能用于房颤的检测和治疗。
IF 3 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-01-01 DOI: 10.15420/aer.2022.31
David M Harmon, Ojasav Sehrawat, Maren Maanja, John Wight, Peter A Noseworthy

AF is the most common clinically relevant cardiac arrhythmia associated with multiple comorbidities, cardiovascular complications (e.g. stroke) and increased mortality. As artificial intelligence (AI) continues to transform the practice of medicine, this review article highlights specific applications of AI for the screening, diagnosis and treatment of AF. Routinely used digital devices and diagnostic technology have been significantly enhanced by these AI algorithms, increasing the potential for large-scale population-based screening and improved diagnostic assessments. These technologies have similarly impacted the treatment pathway of AF, identifying patients who may benefit from specific therapeutic interventions. While the application of AI to the diagnostic and therapeutic pathway of AF has been tremendously successful, the pitfalls and limitations of these algorithms must be thoroughly considered. Overall, the multifaceted applications of AI for AF are a hallmark of this emerging era of medicine.

房颤是临床上最常见的心律失常,与多种合并症、心血管并发症(如卒中)和死亡率增加有关。随着人工智能(AI)不断改变医学实践,这篇综述文章重点介绍了人工智能在房颤筛查、诊断和治疗方面的具体应用。这些人工智能算法显著增强了常规使用的数字设备和诊断技术,增加了大规模人群筛查和改进诊断评估的潜力。这些技术同样影响了房颤的治疗途径,确定了可能从特定治疗干预中受益的患者。虽然人工智能在房颤诊断和治疗途径中的应用已经取得了巨大的成功,但必须彻底考虑这些算法的缺陷和局限性。总的来说,人工智能在房颤中的多方面应用是这个新兴医学时代的一个标志。
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引用次数: 2
Artificial Intelligence in Ventricular Arrhythmias and Sudden Death. 人工智能在室性心律失常和猝死中的应用。
IF 3 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-01-01 DOI: 10.15420/aer.2022.42
Lauri Holmström, Frank Zijun Zhang, David Ouyang, Damini Dey, Piotr J Slomka, Sumeet S Chugh

Sudden cardiac arrest due to lethal ventricular arrhythmias is a major cause of mortality worldwide and results in more years of potential life lost than any individual cancer. Most of these sudden cardiac arrest events occur unexpectedly in individuals who have not been identified as high-risk due to the inadequacy of current risk stratification tools. Artificial intelligence tools are increasingly being used to solve complex problems and are poised to help with this major unmet need in the field of clinical electrophysiology. By leveraging large and detailed datasets, artificial intelligence-based prediction models have the potential to enhance the risk stratification of lethal ventricular arrhythmias. This review presents a synthesis of the published literature and a discussion of future directions in this field.

致死性室性心律失常引起的心脏骤停是世界范围内死亡的主要原因,其导致的潜在寿命损失比任何一种癌症都要多。由于目前风险分层工具的不足,这些心脏骤停事件大多意外发生在未被确定为高风险的个体中。人工智能工具越来越多地被用于解决复杂问题,并准备帮助解决临床电生理学领域的这一主要未满足的需求。通过利用大量详细的数据集,基于人工智能的预测模型有可能增强致死性室性心律失常的风险分层。本文综述了已发表的文献,并对该领域的未来发展方向进行了讨论。
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引用次数: 0
Erratum to: Electro-energetics of Biventricular, Septal and Conduction System Pacing. 《双室、间隔和传导系统起搏的电能量学》的勘误。
IF 3 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-01-01 DOI: 10.15420/aer.2023.12.er1
Frits W Prinzen, Joost Lumens, Jürgen Duchenne, Kevin Vernooy

[This corrects the article DOI: 10.15420/aer.2021.30.].

[这更正了文章DOI: 10.15420/aer.2021.30.]。
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引用次数: 0
Cardiac Resynchronisation with Conduction System Pacing. 心脏再同步与传导系统起搏。
IF 3 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-01-01 DOI: 10.15420/aer.2023.03
Fatima M Ezzeddine, Isaac G Leon, Yong-Mei Cha

To date, biventricular pacing (BiVP) has been the standard pacing modality for cardiac resynchronisation therapy. However, it is non-physiological, with the activation spreading between the left ventricular epicardium and right ventricular endocardium. Up to one-third of patients with heart failure who are eligible for cardiac resynchronisation therapy do not derive benefit from BiVP. Conduction system pacing (CSP), which includes His bundle pacing and left bundle branch area pacing, has emerged as an alternative to BiVP for cardiac resynchronisation. There is mounting evidence supporting the benefits of CSP in achieving synchronous ventricular activation and repolarisation. The aim of this review is to summarise the current options and outcomes of CSP when used for cardiac resynchronisation in patients with heart failure.

迄今为止,双心室起搏(BiVP)已成为心脏再同步化治疗的标准起搏方式。然而,它是非生理性的,激活在左心室心外膜和右心室心内膜之间扩散。有资格接受心脏再同步治疗的心力衰竭患者中,多达三分之一没有从BiVP中获益。传导系统起搏(CSP),包括His束起搏和左束分支区域起搏,已成为BiVP心脏再同步的替代方案。越来越多的证据支持CSP在实现同步心室激活和复极方面的益处。本综述的目的是总结目前CSP用于心力衰竭患者心脏再同步的选择和结果。
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引用次数: 0
Pulsed Field Ablation for Atrial Fibrillation. 脉冲场消融治疗心房颤动。
IF 3 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-01-01 DOI: 10.15420/aer.2022.45
David Schaack, Boris Schmidt, Shota Tohoku, Stefano Bordignon, Lukas Urbanek, Ramin Ebrahimi, Jun Hirokami, Tolga Han Efe, Shaojie Chen, Kr Julian Chun

Catheter ablation is a widely used, effective and safe treatment for AF. Pulsed field ablation (PFA), as a novel energy source for cardiac ablation, has been shown to be tissue selective and is expected to decrease damage to non-cardiac tissue while providing high efficacy in pulmonary vein isolation. The FARAPULSE ablation system (Boston Scientific) follows the idea of single-shot ablation and is the first device approved for clinical use in Europe. Since its approval, multiple high-volume centres have performed increasing numbers of PFA procedures in patients with AF and have published their experiences. This review summarises the current clinical experience regarding the use of PFA for AF using the FARAPULSE system. It provides an overview of its efficacy and safety.

导管消融是一种广泛应用、安全有效的房颤治疗方法。脉冲场消融作为一种新型的心脏消融能量来源,具有组织选择性,有望减少对非心脏组织的损伤,同时在肺静脉隔离中具有较高的疗效。FARAPULSE消融系统(波士顿科学公司)遵循单次消融的理念,是欧洲第一个被批准用于临床的设备。自批准以来,多个大容量中心在房颤患者中实施了越来越多的PFA手术,并发表了他们的经验。本综述总结了目前使用FARAPULSE系统使用PFA治疗房颤的临床经验。它提供了其有效性和安全性的概述。
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引用次数: 4
Procedural Adaptations to Avoid Haemodynamic Instability During Catheter Ablation of Scar-related Ventricular Tachycardia. 在瘢痕性室性心动过速导管消融过程中避免血流动力学不稳定的程序调整。
IF 3 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-01-01 DOI: 10.15420/aer.2022.24
Benjamin L Freedman, Timothy R Maher, Madison Tracey, Pasquale Santangeli, Andre d'Avila

Classically, catheter ablation for scar-related ventricular tachycardia (VT) relied upon activation and entrainment mapping of induced VT. Advances in post-MI therapies have led to VTs that are faster and haemodynamically less stable, because of more heterogeneous myocardial fibrosis patterns. The PAINESD score is one means of identifying patients at highest risk for haemodynamic decompensation during attempted VT induction, who may, therefore, benefit from alternative ablation strategies. One strategy is to use temporary mechanical circulatory support, although this warrants formal assessment of cost-effectiveness. A second strategy is to minimise or avoid VT induction altogether by employing a family of 'substrate'-based approaches aimed at identifying VT isthmuses during sinus or paced rhythm. Substrate mapping techniques are diverse, and focus on the timing, morphology and amplitude of local ventricular electrograms - sometimes aided by advanced non-invasive cardiac imaging modalities. In this review, the evolution of VT ablation over time is discussed, with an emphasis on procedural adaptations to the challenge of haemodynamic instability.

传统上,疤痕相关性室性心动过速(VT)的导管消融依赖于诱发性室性心动过速的激活和卷带定位。心肌梗死后治疗的进步导致室性心动过速更快,血流动力学不稳定,因为更多的异质心肌纤维化模式。PAINESD评分是一种识别在尝试VT诱导过程中血流动力学失代偿风险最高的患者的方法,因此,这些患者可能受益于其他消融策略。一种策略是使用临时机械循环支持,尽管这需要对成本效益进行正式评估。第二种策略是通过采用一系列基于“底物”的方法来识别窦性或节奏性心律时的室速峡部,从而尽量减少或避免室速诱导。基底成像技术多种多样,主要关注局部心室电图的时间、形态和振幅,有时还辅以先进的无创心脏成像方式。在这篇综述中,讨论了室速消融随时间的演变,重点是对血流动力学不稳定挑战的程序适应。
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引用次数: 0
Ventricular Arrhythmia in Cancer Patients: Mechanisms, Treatment Strategies and Future Avenues. 癌症患者室性心律失常:机制、治疗策略和未来途径。
IF 3 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-01-01 DOI: 10.15420/aer.2023.04
Manyoo A Agarwal, Aadhavi Sridharan, Rhea C Pimentel, Steven M Markowitz, Lynda E Rosenfeld, Michael G Fradley, Eric H Yang

Cardiovascular disease and cancer are the leading causes of morbidity and mortality in the US. Despite the significant progress made in cancer treatment leading to improved prognosis and survival, ventricular arrhythmias (VA) remain a known cardiovascular complication either exacerbated or induced by the direct and indirect effects of both traditional and novel cancer treatments. Although interruption of cancer treatment because of VA is rarely required, knowledge surrounding this issue is essential for optimising the overall care of patients with cancer. The mechanisms of cancer-therapeutic-induced VA are poorly understood. This review will discuss the ventricular conduction (QRS) and repolarisation abnormalities (QTc prolongation), and VAs associated with cancer therapies, as well as existing strategies for the identification, prevention and management of cancer-treatment-induced VAs.

心血管疾病和癌症是美国发病率和死亡率的主要原因。尽管在癌症治疗方面取得了重大进展,导致预后和生存改善,室性心律失常(VA)仍然是一种已知的心血管并发症,传统和新型癌症治疗的直接或间接作用加剧或诱发了室性心律失常。虽然很少需要因VA而中断癌症治疗,但围绕这一问题的知识对于优化癌症患者的整体护理至关重要。癌症治疗诱导VA的机制尚不清楚。本文将讨论心室传导(QRS)和复极异常(QTc延长),以及与癌症治疗相关的VAs,以及癌症治疗诱导的VAs的识别、预防和管理的现有策略。
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引用次数: 2
Hypersensitivity Reactions to Components of Cardiac Implantable Electronic Devices and Their Treatment: A Systematic Review. 对心脏植入式电子装置组件的过敏反应及其治疗:系统综述。
IF 3 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-01-01 DOI: 10.15420/aer.2022.23
Emma Kealaher, Parin Shah, Tharindra Dissanayake, Dewi E Thomas, James Barry, Andrei D Margulescu

Background: Hypersensitivity reactions (HSRs) to components of cardiac implantable electronic devices (CIEDs) are rare but difficult to differentiate from device infection. Data on best management strategies of HSRs to CIEDs are lacking. The aims of this systematic review are to summarise the available literature on the aetiology, diagnosis and management of HSR in CIED patients and to provide guidance on best management strategies for these patients. Methods and results: A systematic search for publications on HSR to CIED in PubMed from January 1970 to November 2022 was conducted, resulting in 43 publications reporting on 57 individual cases. The quality of data was low. The mean age was 57 ± 21 years, and 48% of patients were women. The mean time from implant to diagnosis was 29 ± 59 months. Multiple allergens were identified in 11 patients (19%). In 14 cases (25%) no allergen was identified. Blood tests were mostly normal (55%), but eosinophilia (23%), raised inflammatory markers (18%) and raised immunoglobulin E (5%) were also encountered. Symptoms included local reactions, systemic reactions or both in 77%, 21% and 7% of patients, respectively. Explantation of CIED and reimplantation of another CIED coated with a non-allergenic material was usually successful. Use of topical or systemic steroids was associated with high failure rates. Conclusion: Based on the limited data available, the treatment of choice for HSRs to CIEDs is full CIED removal, reassessment of CIED indication and reimplantation of devices coated in non-allergenic materials. Steroids (topical/systemic) have limited efficiency and should not be used. There is an urgent need for further research in this field.

背景:对心脏植入式电子装置(CIEDs)部件的超敏反应(HSRs)是罕见的,但很难与器械感染区分开来。缺乏高铁对cied的最佳管理策略的数据。本系统综述的目的是总结关于CIED患者HSR的病因、诊断和管理的现有文献,并为这些患者的最佳管理策略提供指导。方法与结果:系统检索1970年1月至2022年11月PubMed中关于HSR到CIED的出版物,得到43篇报告57例病例的出版物。数据质量较低。平均年龄57±21岁,女性占48%。从种植到诊断的平均时间为29±59个月。11例(19%)患者发现多种过敏原。14例(25%)未发现过敏原。血液检查大多正常(55%),但也遇到嗜酸性粒细胞增多(23%)、炎症标志物升高(18%)和免疫球蛋白E升高(5%)。症状包括局部反应、全身反应或两者兼有,分别为77%、21%和7%的患者。植出CIED后再用非致敏材料覆盖另一个CIED通常是成功的。使用局部或全身类固醇与高失败率相关。结论:根据现有有限的资料,对HSRs进行CIED的治疗选择是完全切除CIED,重新评估CIED的适应症,重新植入非致敏材料涂层的装置。类固醇(局部/全身)疗效有限,不应使用。这一领域迫切需要进一步研究。
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引用次数: 1
期刊
Arrhythmia & Electrophysiology Review
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