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Volume 3, Issue 4, December 2022
Cardiopulse Digital
Meet Key Digital Health thought Leaders: Gerhard Hindricks
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 493–495, https://doi.org/10.1093/ehjdh/ztac064
Editorial
COP27 Climate Change Conference: urgent action needed for Africa and the world: Wealthy nations must step up support for Africa and vulnerable countries in addressing past, present and future impacts of climate change
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 496–498, https://doi.org/10.1093/ehjdh/ztac056
Letter to the Editor
Correspondence to the European Heart Journal—digital health in response to the paper by Attia et al. 2022
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Page 499, https://doi.org/10.1093/ehjdh/ztac053
The explainability of the latent variables is limited to the synthesis of electrocardiogram
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 500–501, https://doi.org/10.1093/ehjdh/ztac052
Variational auto-encoders improve explainability over currently employed heatmap methods for deep learning-based interpretation of the electrocardiogram
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 502–504, https://doi.org/10.1093/ehjdh/ztac063
Original Articles
Non-hyperaemic assessment of coronary ischaemia: application of machine learning techniques
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 505–515, https://doi.org/10.1093/ehjdh/ztac050
Artificial intelligence–derived cardiac ageing is associated with cardiac events post-heart transplantation
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 516–524, https://doi.org/10.1093/ehjdh/ztac051
An artificial intelligence-based platform for automatically estimating time-averaged wall shear stress in the ascending aorta
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 525–534, https://doi.org/10.1093/ehjdh/ztac058
Validation of risk prediction models applied to longitudinal electronic health record data for the prediction of major cardiovascular events in the presence of data shifts
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 535–547, https://doi.org/10.1093/ehjdh/ztac061
Clinical validation of a 13-lead electrocardiogram derived from a self-applicable 3-lead recording for diagnosis of myocardial supply ischaemia and common non-ischaemic electrocardiogram abnormalities at rest
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 548–558, https://doi.org/10.1093/ehjdh/ztac062
Prediction of white-coat hypertension and white-coat uncontrolled hypertension using machine learning algorithm
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 559–569, https://doi.org/10.1093/ehjdh/ztac066
Regional implementation of atrial fibrillation screening: benefits and pitfalls
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 570–577, https://doi.org/10.1093/ehjdh/ztac055
Electronic health record-based facilitation of familial hypercholesterolaemia detection sensitivity of different algorithms in genetically confirmed patients
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 578–586, https://doi.org/10.1093/ehjdh/ztac059
Circulating biomarker-based risk stratifications individualize arch repair strategy of acute Type A aortic dissection via the XGBoosting algorithm
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 587–599, https://doi.org/10.1093/ehjdh/ztac068
Improved pre-test likelihood estimation of coronary artery disease using phonocardiography
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 600–609, https://doi.org/10.1093/ehjdh/ztac057
Smartphone and wearable detected atrial arrhythmias in Older Adults: Results of a fully digital European Case finding study
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 610–625, https://doi.org/10.1093/ehjdh/ztac067
Automated interpretation of stress echocardiography reports using natural language processing
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 626–637, https://doi.org/10.1093/ehjdh/ztac047
Review
Automatic transmission of home blood pressure data can be effective in managing hypertension: a systematic review and meta-analysis
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 638–653, https://doi.org/10.1093/ehjdh/ztac049
Short Report
Importance of external validation and subgroup analysis of artificial intelligence in the detection of low ejection fraction from electrocardiograms
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Pages 654–657, https://doi.org/10.1093/ehjdh/ztac065
Corrigenda
Corrigendum
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Page 658, https://doi.org/10.1093/ehjdh/ztac048
Corrigendum to: 2021 ISHNE / HRS / EHRA / APHRS Collaborative Statement on mHealth in Arrhythmia Management: Digital Medical Tools for Heart Rhythm Professionals: From the International Society for Holter and Noninvasive Electrocardiology / Heart Rhythm Society / European Heart Rhythm Association / Asia Pacific Heart Rhythm Society
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, Page 659, https://doi.org/10.1093/ehjdh/ztac060
Abstracts
An automated method for BRISQUE quantification of image quality in echocardiography
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2768, https://doi.org/10.1093/ehjdh/ztac076.2768
Estimation of Cardiorespiratory fitness using a using a chest mounted accelerometer
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2769, https://doi.org/10.1093/ehjdh/ztac076.2769
Evaluation of cardiac function and 30-day clinical outcome with synchronized analysis of phonocardiogram and electrocardiogram in patients with acute myocardial infarction
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2770, https://doi.org/10.1093/ehjdh/ztac076.2770
Effects of lockdown on physical activity and arrhythmia burden in patients with an implantable cardioverter-defibrillator: the COVID-19 Lockdown ICD-Carelink (CLIC) study
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2771, https://doi.org/10.1093/ehjdh/ztac076.2771
Detection of left ventricular hypertrophy on the ECG through machine learning with a focus on obesity
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2772, https://doi.org/10.1093/ehjdh/ztac076.2772
Prediction of new onset atrial fibrillation recurrence or persistence with artificial intelligence: first insights of the PRAFAI study
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2773, https://doi.org/10.1093/ehjdh/ztac076.2773
Clinical validation of an artificial intelligence algorithm offering cross-platform detection of atrial fibrillation using smart device electrocardiograms
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2774, https://doi.org/10.1093/ehjdh/ztac076.2774
Can artificial intelligence prediction of successful atrial fibrillation catheter ablation therapy be interpretable?
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2775, https://doi.org/10.1093/ehjdh/ztac076.2775
Neuronal nets and logistic regression analysis provide improved prediction of infective endocarditis compared to the modified Duke Score: a post-hoc analysis of the prospective PRO-ENDOCARDITIS study
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2776, https://doi.org/10.1093/ehjdh/ztac076.2776
Deep learning-based electrocardiogram analysis detecting paroxysmal atrial fibrillation during sinus rhythm in patients with cryptogenic stroke: validation study using implantable cardiac monitoring
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2777, https://doi.org/10.1093/ehjdh/ztac076.2777
Multi-category classification of left ventricle ejection fraction using a convolutional neural network
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2778, https://doi.org/10.1093/ehjdh/ztac076.2778
Can artificial intelligence fill in the gaps in heart failure guidelines by providing precision medicine in medication advice?
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2779, https://doi.org/10.1093/ehjdh/ztac076.2779
Predicting cardiovascular risk factors from facial & full body photography using deep learning
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2780, https://doi.org/10.1093/ehjdh/ztac076.2780
Inside the “brain” of an artificial neural network: an interpretable deep learning approach to paroxysmal atrial fibrillation diagnosis from electrocardiogram signals during sinus rhythm
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2781, https://doi.org/10.1093/ehjdh/ztac076.2781
Using artificial intelligence for device identification and characterization in angiographic sequences of TAVI procedures as radiomic biomarkers for prosthesis deterioration
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2782, https://doi.org/10.1093/ehjdh/ztac076.2782
30 days mortality prediction and risk factor analysis of Asian patients with ACS using interpretable machine learning algorithm
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2783, https://doi.org/10.1093/ehjdh/ztac076.2783
Cardiovascular disease risk prediction via machine learning using mental health data
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2784, https://doi.org/10.1093/ehjdh/ztac076.2784
PMHnet-alpha: development and validation of a neural network based discrete-time survival model for mortality prediction in ischemic heart disease
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2785, https://doi.org/10.1093/ehjdh/ztac076.2785
Performance metrics of AI-enhanced single lead EKG maintained after entry of organised clustered data
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2786, https://doi.org/10.1093/ehjdh/ztac076.2786
Right heart catherisation – a virtual reality
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2787, https://doi.org/10.1093/ehjdh/ztac076.2787
Mechanistic modelling of Virchows triad to assess thrombogenicity and stroke risk in atrial fibrillation patients
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2788, https://doi.org/10.1093/ehjdh/ztac076.2788
Estimating prevalence and characteristics of statin intolerance among high and very high cardiovascular risk patients in Germany between 2017–2020
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2789, https://doi.org/10.1093/ehjdh/ztac076.2789
Automated electronic health record frailty assessment for older cardiac patients
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2790, https://doi.org/10.1093/ehjdh/ztac076.2790
Development of an app-based bedside clinical decision-making tool for mechanical cardiocirculatory support in patients with cardiogenic shock: the MCS-Aid app
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2791, https://doi.org/10.1093/ehjdh/ztac076.2791
Big data analytics to depict patient journey: demographics, calculation and the relative role of the CHA2DS2Vasc score components in patients diagnosed with atrial fibrillation in a tertiary hospital
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2792, https://doi.org/10.1093/ehjdh/ztac076.2792
Developing informatics infrastructure to curate datasets using electronic health record data from five hospitals for translational cardiovascular research
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2794, https://doi.org/10.1093/ehjdh/ztac076.2794
Implementation of a clinical trial recruitment support system based on fast healthcare interoperability resources (FHIR) in a cardiology department
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2795, https://doi.org/10.1093/ehjdh/ztac076.2795
The use of handheld ultrasound device in cardiac examination of patients with history of COVID-19
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2796, https://doi.org/10.1093/ehjdh/ztac076.2796
Causation of potential drug to drug interactions alerts, alert overrides, and adverse drug events in critical cardiac patients
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2797, https://doi.org/10.1093/ehjdh/ztac076.2797
Development of knowledge-based clinical decision support system for the management of cardiovascular diseases
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2798, https://doi.org/10.1093/ehjdh/ztac076.2798
Perspectives on the use of digital health technologies in cardiology among specialists from an ESC member country: results from a survey
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2799, https://doi.org/10.1093/ehjdh/ztac076.2799
Activation of the HeartLogic algorithm on top of heart failure care: a multicenter propensity-matched cohort analysis
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2800, https://doi.org/10.1093/ehjdh/ztac076.2800
The effectiveness of eHealth interventions on moderate-to-vigorous intensity physical activity among cardiac rehabilitation participants: a systematic review and meta-analysis
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2801, https://doi.org/10.1093/ehjdh/ztac076.2801
The effectiveness of a telemedical program for COVID-19 positive high-risk patients in domestic isolation
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2802, https://doi.org/10.1093/ehjdh/ztac076.2802
Clinical relevance of the single-lead ECG of the Apple Watch
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2803, https://doi.org/10.1093/ehjdh/ztac076.2803
Atrial fibrillation virtual ward: reshaping the future of AF care
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2804, https://doi.org/10.1093/ehjdh/ztac076.2804
Telemedical monitoring and coaching improves survival and hospitalisation rates in heart failure
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2805, https://doi.org/10.1093/ehjdh/ztac076.2805
Assessment of heart failure parameters by telemonitoring patients with an implantable cardioverter defibrillator
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2806, https://doi.org/10.1093/ehjdh/ztac076.2806
Usefulness of telemedicine-based heart failure monitoring according to “eHealth literacy” domains: insights from the iCOR randomised controlled trial
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2807, https://doi.org/10.1093/ehjdh/ztac076.2807
Smartphone-based remote monitoring in chronic heart failure: patient & clinician user experience, impact on patient engagement and quality of life
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2808, https://doi.org/10.1093/ehjdh/ztac076.2808
Performance of a multisensor implantable defibrillator algorithm for HF monitoring in presence of comorbidities
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2809, https://doi.org/10.1093/ehjdh/ztac076.2809
Insights into diurnal variations of advanced hemodynamic parameters in ambulatory individuals enabled by a photoplethysmography-based wearable monitor
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2810, https://doi.org/10.1093/ehjdh/ztac076.2810
Wearable device for continuously blood pressure monitoring enable atrial fibrillation risk
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2811, https://doi.org/10.1093/ehjdh/ztac076.2811
A service evaluation of Zio XT: the Liverpool experience
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2812, https://doi.org/10.1093/ehjdh/ztac076.2812
Remote telemedicine strategy based on multi-risks intervention by intelligent wearable health devices in elderly comorbidities patients with coronary heart disease
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2813, https://doi.org/10.1093/ehjdh/ztac076.2813
Use of a device-based remote management heart failure care pathway is associated with reduced hospitalization and improved patient outcomes: TriageHF Plus real-world evaluation
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2814, https://doi.org/10.1093/ehjdh/ztac076.2814
Effects of the COVID-19 pandemic on offering and acceptance in a cardiac rehabilitation programme: introduction of a remote CR programme
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2815, https://doi.org/10.1093/ehjdh/ztac076.2815
Smartphone-based remote monitoring (RM) in chronic heart failure reduces emergency hospital attendances, unplanned admissions and secondary care costs: a retrospective cohort study
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2816, https://doi.org/10.1093/ehjdh/ztac076.2816
Feasibility of clinical and electrocardiographic follow-up of prinzmetal angina using the metaverse
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2817, https://doi.org/10.1093/ehjdh/ztac076.2817
Universal electronic consultation program (e-consultation) of a cardiology department: long-term results in mortality
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2818, https://doi.org/10.1093/ehjdh/ztac076.2818
Do patients prefer face-to-face or telephone consultations in an outpatient cardiology department?
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2819, https://doi.org/10.1093/ehjdh/ztac076.2819
Efficacy of controlvit as a complementary strategy in reducing hospitalizations in patients with heart failure. Randomized clinical trial
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2820, https://doi.org/10.1093/ehjdh/ztac076.2820
mHealth based patient-centered self-management reduces the burden and episodes of atrial fibrillation
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2821, https://doi.org/10.1093/ehjdh/ztac076.2821
A new mobile smartphone application, AF-EduApp, for atrial fibrillation patients: what do they use most?
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2822, https://doi.org/10.1093/ehjdh/ztac076.2822
A mobile application for STEMI care optimization: pilot implementation project report
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2823, https://doi.org/10.1093/ehjdh/ztac076.2823
Development and validation of a smartphone based app to support the differential diagnosis in patients with primary left ventricular hypertrophy
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2824, https://doi.org/10.1093/ehjdh/ztac076.2824
Sustained usage of an app-based clinical-decision making aid for the management of atherosclerotic cardiovascular disease
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2825, https://doi.org/10.1093/ehjdh/ztac076.2825
Aggression, mini-aggression, and abuse against health care workers during the COVID-19 pandemic
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2826, https://doi.org/10.1093/ehjdh/ztac076.2826
Patient activation and health-related quality-of-life in association with smartwatch alerts for atrial fibrillation detection
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2827, https://doi.org/10.1093/ehjdh/ztac076.2827
Defining patients needs and expectations for eHealth-based cardiac rehabilitation in Germany and Spain: living lab data from the TIMELY study
European Heart Journal - Digital Health, Volume 3, Issue 4, December 2022, ztac076.2828, https://doi.org/10.1093/ehjdh/ztac076.2828
