Integration of novel monitoring devices with machine learning technology for scalable cardiovascular management
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Integration of novel monitoring devices with machine learning technology for scalable cardiovascular management
Authors
Keywords
-
Journal
Nature Reviews Cardiology
Volume -, Issue -, Pages -
Publisher
Springer Science and Business Media LLC
Online
2020-10-09
DOI
10.1038/s41569-020-00445-9
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Continuous Wearable Monitoring Analytics Predict Heart Failure Hospitalization
- (2020) Josef Stehlik et al. Circulation-Heart Failure
- Self-Care Monitoring of Heart Failure Symptoms and Lung Impedance at Home Following Hospital Discharge: Longitudinal Study
- (2020) Ina Thon Aamodt et al. JOURNAL OF MEDICAL INTERNET RESEARCH
- Guidance for Cardiac Electrophysiology During the Coronavirus (COVID-19) Pandemic from the Heart Rhythm Society COVID-19 Task Force; Electrophysiology Section of the American College of Cardiology; and the Electrocardiography and Arrhythmias Committee of the Council on Clinical Cardiology, American Heart Association
- (2020) Dhanunjaya R. Lakkireddy et al. HEART RHYTHM
- Inpatient Use of Ambulatory Telemetry Monitors for COVID-19 Patients Treated with Hydroxychloroquine and/or Azithromycin
- (2020) David Chang et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- A Comparative Study of ECG-derived Respiration in Ambulatory Monitoring using the Single-lead ECG
- (2020) Carolina Varon et al. Scientific Reports
- Machine Learning to Classify Intracardiac Electrical Patterns during Atrial Fibrillation
- (2020) Mahmood I. Alhusseini et al. Circulation-Arrhythmia and Electrophysiology
- Discovery of Distinct Immune Phenotypes Using Machine Learning in Pulmonary Arterial Hypertension
- (2019) Andrew J Sweatt et al. CIRCULATION RESEARCH
- New Concepts in Sudden Cardiac Arrest to Address an Intractable Epidemic
- (2019) Sanjiv M. Narayan et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- Deep learning for cardiovascular medicine: a practical primer
- (2019) Chayakrit Krittanawong et al. EUROPEAN HEART JOURNAL
- Transparent sharing of digital health data: A call to action
- (2019) David J. Slotwiner et al. HEART RHYTHM
- Symbiotic cardiac pacemaker
- (2019) Han Ouyang et al. Nature Communications
- Wearable Real-Time Heart Attack Detection and Warning System to Reduce Road Accidents
- (2019) Muhammad E. H. Chowdhury et al. SENSORS
- Recurrent atrial fibrillation/flutter detection after ablation or cardioversion using the AliveCor KardiaMobile device: iHEART results
- (2019) Isaac L. Goldenthal et al. JOURNAL OF CARDIOVASCULAR ELECTROPHYSIOLOGY
- Mobile Health Technology for Atrial Fibrillation Screening Using Photoplethysmography-Based Smart Devices: The HUAWEI Heart study
- (2019) Yutao Guo et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- Device monitoring in heart failure management: outcomes based on a systematic review and meta-analysis
- (2019) Ahmad Halawa et al. Cardiovascular Diagnosis and Therapy
- Cryoballoon or Radiofrequency Ablation for Atrial Fibrillation Assessed by Continuous Monitoring
- (2019) Jason G. Andrade et al. CIRCULATION
- Phenomapping of patients with heart failure with preserved ejection fraction using machine learning‐based unsupervised cluster analysis
- (2019) Matthew W. Segar et al. EUROPEAN JOURNAL OF HEART FAILURE
- Ambulatory Monitoring of Heart Sounds via an Implanted Device Is Superior to Auscultation for Prediction of Heart Failure Events
- (2019) Michael Cao et al. JOURNAL OF CARDIAC FAILURE
- Google health-data scandal spooks researchers
- (2019) Heidi Ledford NATURE
- Integrating blockchain technology with artificial intelligence for cardiovascular medicine
- (2019) Chayakrit Krittanawong et al. Nature Reviews Cardiology
- Large-Scale Assessment of a Smartwatch to Identify Atrial Fibrillation
- (2019) Marco V. Perez et al. NEW ENGLAND JOURNAL OF MEDICINE
- Decoupling of mechanical properties and ionic conductivity in supramolecular lithium ion conductors
- (2019) David G. Mackanic et al. Nature Communications
- Diagnosing With a Camera From a Distance—Proceed Cautiously and Responsibly
- (2019) Mintu P. Turakhia JAMA Cardiology
- High-Throughput, Contact-Free Detection of Atrial Fibrillation From Video With Deep Learning
- (2019) Bryan P. Yan et al. JAMA Cardiology
- Comparison of two ambulatory patch ECG monitors: The benefit of the P- wave and signal clarity
- (2018) Robert Rho et al. AMERICAN HEART JOURNAL
- Screening for Atrial Fibrillation using Economical and Accurate Technology (From the SAFETY study)
- (2018) Mark Lown et al. AMERICAN JOURNAL OF CARDIOLOGY
- Huff and Puff, This CASTLE Is Made of Bricks
- (2018) Nassir F. Marrouche et al. CIRCULATION
- Mobile Phone Detection of Atrial Fibrillation With Mechanocardiography
- (2018) Jussi Jaakkola et al. CIRCULATION
- 2018 ESC Guidelines for the diagnosis and management of syncope
- (2018) Michele Brignole et al. EUROPEAN HEART JOURNAL
- Smart watches for heart rate assessment in atrial arrhythmias
- (2018) Anoop N. Koshy et al. INTERNATIONAL JOURNAL OF CARDIOLOGY
- Effect of a Home-Based Wearable Continuous ECG Monitoring Patch on Detection of Undiagnosed Atrial Fibrillation
- (2018) Steven R. Steinhubl et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Wearable ballistocardiogram and seismocardiogram systems for health and performance
- (2018) Mozziyar Etemadi et al. JOURNAL OF APPLIED PHYSIOLOGY
- Defining the pattern of initiation of monomorphic ventricular tachycardia using the beat-to-beat intervals recorded on implantable cardioverter defibrillators from the RAFT study: A computer-based algorithm
- (2018) Rodrigo S. Barbosa et al. JOURNAL OF ELECTROCARDIOLOGY
- The challenges and possibilities of public access defibrillation
- (2018) M. Ringh et al. JOURNAL OF INTERNAL MEDICINE
- Smartwatch Algorithm for Automated Detection of Atrial Fibrillation
- (2018) Joseph M. Bumgarner et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- A smartphone application for dispatch of lay responders to out-of-hospital cardiac arrests
- (2018) Ellinor Berglund et al. RESUSCITATION
- A Novel Deep Learning Approach for Automated Diagnosis of Acute Ischemic Infarction on Computed Tomography
- (2018) Ashley N. Beecy et al. JACC-Cardiovascular Imaging
- Machine Learning Methods Improve Prognostication, Identify Clinically Distinct Phenotypes, and Detect Heterogeneity in Response to Therapy in a Large Cohort of Heart Failure Patients
- (2018) Tariq Ahmad et al. Journal of the American Heart Association
- Bioimpedance and New‐Onset Heart Failure: A Longitudinal Study of >500 000 Individuals From the General Population
- (2018) Daniel Lindholm et al. Journal of the American Heart Association
- Novel Method to Efficiently Create an mHealth App: Implementation of a Real-Time Electrocardiogram R Peak Detector
- (2018) Vadim Gliner et al. JMIR mHealth and uHealth
- Passive Detection of Atrial Fibrillation Using a Commercially Available Smartwatch
- (2018) Geoffrey H. Tison et al. JAMA Cardiology
- TEMPORARY REMOVAL: Article Coming Soon
- (2018) AMERICAN HEART JOURNAL
- Detection of atrial fibrillation with a smartphone camera: first prospective, international, two-centre, clinical validation study (DETECT AF PRO)
- (2018) Noé Brasier et al. EUROPACE
- Identification of paroxysmal atrial fibrillation subtypes in over 13,000 individuals
- (2018) Nathan E. Wineinger et al. HEART RHYTHM
- Screening for Atrial Fibrillation With Electrocardiography
- (2018) et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Avoiding inappropriate therapy of single-lead implantable cardioverter-defibrillator by atrial-sensing electrodes
- (2018) Muhammed Kurt et al. JOURNAL OF CARDIOVASCULAR ELECTROPHYSIOLOGY
- Harmonized outcome measures for use in atrial fibrillation patient registries and clinical practice
- (2018) Hugh Calkins et al. HEART RHYTHM
- Age-and-sex stratified prevalence of atrial fibrillation in rural Western India: Results of SMART-India, a population-based screening study
- (2018) Apurv Soni et al. INTERNATIONAL JOURNAL OF CARDIOLOGY
- Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
- (2018) Awni Y. Hannun et al. NATURE MEDICINE
- High-performance medicine: the convergence of human and artificial intelligence
- (2018) Eric J. Topol NATURE MEDICINE
- Deep Feature Learning for Sudden Cardiac Arrest Detection in Automated External Defibrillators
- (2018) Minh Tuan Nguyen et al. Scientific Reports
- Smart devices for a smart detection of atrial fibrillation
- (2018) Juan Benezet-Mazuecos et al. Journal of Thoracic Disease
- Remote management of heart failure using implantable electronic devices
- (2017) John M. Morgan et al. EUROPEAN HEART JOURNAL
- Duration of device-detected subclinical atrial fibrillation and occurrence of stroke in ASSERT
- (2017) Isabelle C. Van Gelder et al. EUROPEAN HEART JOURNAL
- 2017 ESC Guidelines for the management of acute myocardial infarction in patients presenting with ST-segment elevation
- (2017) Borja Ibanez et al. EUROPEAN HEART JOURNAL
- 2017 AHA/ACC/HRS Guideline for Management of Patients With Ventricular Arrhythmias and the Prevention of Sudden Cardiac Death: Executive Summary
- (2017) Sana M. Al-Khatib et al. HEART RHYTHM
- 2017 ISHNE-HRS expert consensus statement on ambulatory ECG and external cardiac monitoring/telemetry
- (2017) Jonathan S. Steinberg et al. HEART RHYTHM
- Simultaneous Monitoring of Ballistocardiogram and Photoplethysmogram Using a Camera
- (2017) Dangdang Shao et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Algorithmic Principles of Remote PPG
- (2017) Wenjin Wang et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Estimation of aortic systolic blood pressure from radial systolic and diastolic blood pressures alone using artificial neural networks
- (2017) Hanguang Xiao et al. JOURNAL OF HYPERTENSION
- Concurrent Validity of Wearable Activity Trackers Under Free-Living Conditions
- (2017) Skyler M. Brooke et al. JOURNAL OF STRENGTH AND CONDITIONING RESEARCH
- Ambulatory Hemodynamic Monitoring Reduces Heart Failure Hospitalizations in “Real-World” Clinical Practice
- (2017) Akshay S. Desai et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- Effect of a 6-month pedometer-based walking intervention on functional capacity in patients with chronic heart failure with reduced (HFrEF) and with preserved (HFpEF) ejection fraction: study protocol for two multicenter randomized controlled trials
- (2017) Tomas Vetrovsky et al. Journal of Translational Medicine
- A multifaceted intervention to improve treatment with oral anticoagulants in atrial fibrillation (IMPACT-AF): an international, cluster-randomised trial
- (2017) Dragos Vinereanu et al. LANCET
- Photoplethysmography sampling frequency: pilot assessment of how low can we go to analyze pulse rate variability with reliability?
- (2017) A Choi et al. PHYSIOLOGICAL MEASUREMENT
- Six Years in the Life of a Mother Bear - The Longest Continuous Heart Rate Recordings from a Free-Ranging Mammal
- (2017) Timothy G. Laske et al. Scientific Reports
- Mobile Device Accuracy for Step Counting Across Age Groups
- (2017) François Modave et al. JMIR mHealth and uHealth
- Accelerometer Detects Pump Thrombosis and Thromboembolic Events in an In vitro HVAD Circuit
- (2017) Itai Schalit et al. ASAIO JOURNAL
- Community-based automated external defibrillator only resuscitation for out-of-hospital cardiac arrest patients
- (2016) Alessandro Capucci et al. AMERICAN HEART JOURNAL
- Head-to-Head Comparison of the AliveCor Heart Monitor and Microlife WatchBP Office AFIB for Atrial Fibrillation Screening in a Primary Care Setting
- (2016) Pak-Hei Chan et al. CIRCULATION
- Wearable Cardioverter-Defibrillator Therapy for the Prevention of Sudden Cardiac Death
- (2016) Jonathan P. Piccini et al. CIRCULATION
- 2016 ESC Guidelines for the management of atrial fibrillation developed in collaboration with EACTS
- (2016) Paulus Kirchhof et al. EUROPEAN HEART JOURNAL
- Real-world performance of an enhanced atrial fibrillation detection algorithm in an insertable cardiac monitor
- (2016) Suneet Mittal et al. HEART RHYTHM
- Stroke Risk Stratification in Atrial Fibrillation: Bridging the Evidence Gaps
- (2016) MINTU P. TURAKHIA et al. JOURNAL OF CARDIOVASCULAR ELECTROPHYSIOLOGY
- Accuracy of a Wrist-Worn Wearable Device for Monitoring Heart Rates in Hospital Inpatients: A Prospective Observational Study
- (2016) Ryan R Kroll et al. JOURNAL OF MEDICAL INTERNET RESEARCH
- PREDICTING HEART FAILURE EVENTS WITH HOME MONITORING: USE OF A NOVEL, WEARABLE NECKLACE TO MEASURE STROKE VOLUME, CARDIAC OUTPUT AND THORACIC IMPEDANCE
- (2016) Raj M. Khandwalla et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- Transvenous neurostimulation for central sleep apnoea: a randomised controlled trial
- (2016) Maria Rosa Costanzo et al. LANCET
- Monitoring of Heart and Breathing Rates Using Dual Cameras on a Smartphone
- (2016) Yunyoung Nam et al. PLoS One
- The PulsePoint Respond mobile device application to crowdsource basic life support for patients with out-of-hospital cardiac arrest: Challenges for optimal implementation
- (2016) Steven C. Brooks et al. RESUSCITATION
- Prediction of Ventricular Tachycardia One Hour before Occurrence Using Artificial Neural Networks
- (2016) Hyojeong Lee et al. Scientific Reports
- Effectiveness of Remote Patient Monitoring After Discharge of Hospitalized Patients With Heart Failure
- (2016) Michael K. Ong et al. JAMA Internal Medicine
- Mass Screening for Untreated Atrial Fibrillation: The STROKESTOP Study
- (2015) E. Svennberg et al. CIRCULATION
- Targeted Anticoagulation for Atrial Fibrillation Guided by Continuous Rhythm Assessment With an Insertable Cardiac Monitor: The Rhythm Evaluation for Anticoagulation With Continuous Monitoring (REACT.COM) Pilot Study
- (2015) ROD PASSMAN et al. JOURNAL OF CARDIOVASCULAR ELECTROPHYSIOLOGY
- Isosorbide Mononitrate in Heart Failure with Preserved Ejection Fraction
- (2015) Margaret M. Redfield et al. NEW ENGLAND JOURNAL OF MEDICINE
- Comparison of the Microlife Blood Pressure Monitor With the Omron Blood Pressure Monitor for Detecting Atrial Fibrillation
- (2014) Joseph Wiesel et al. AMERICAN JOURNAL OF CARDIOLOGY
- Permanent Leadless Cardiac Pacing
- (2014) Vivek Y. Reddy et al. CIRCULATION
- Comparison of the patient-activated event recording system vs. traditional 24 h Holter electrocardiography in individuals with paroxysmal palpitations or dizziness
- (2014) C. de Asmundis et al. EUROPACE
- 2014 ESC Guidelines on the diagnosis and management of acute pulmonary embolism
- (2014) EUROPEAN HEART JOURNAL
- Clinical Classifications of Atrial Fibrillation Poorly Reflect Its Temporal Persistence
- (2014) Efstratios I. Charitos et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- Atrial Fibrillation in Patients with Cryptogenic Stroke
- (2014) David J. Gladstone et al. NEW ENGLAND JOURNAL OF MEDICINE
- Cryptogenic Stroke and Underlying Atrial Fibrillation
- (2014) Tommaso Sanna et al. NEW ENGLAND JOURNAL OF MEDICINE
- Feasibility and cost-effectiveness of stroke prevention through community screening for atrial fibrillation using iPhone ECG in pharmacies
- (2014) Nicole Lowres et al. THROMBOSIS AND HAEMOSTASIS
- Triage tests for identifying atrial fibrillation in primary care: a diagnostic accuracy study comparing single-lead ECG and modified BP monitors
- (2014) Karen Kearley et al. BMJ Open
- Worldwide Epidemiology of Atrial Fibrillation
- (2013) Sumeet S. Chugh et al. CIRCULATION
- Automated measurement of office, home and ambulatory blood pressure in atrial fibrillation
- (2013) Anastasios Kollias et al. CLINICAL AND EXPERIMENTAL PHARMACOLOGY AND PHYSIOLOGY
- The National ICD Registry Report: Version 2.1 including leads and pediatrics for years 2010 and 2011
- (2013) Mark S. Kremers et al. HEART RHYTHM
- iPhone ECG application for community screening to detect silent atrial fibrillation: A novel technology to prevent stroke
- (2013) Jerrett K. Lau et al. INTERNATIONAL JOURNAL OF CARDIOLOGY
- Design and Performance of a Multisensor Heart Failure Monitoring Algorithm: Results From the Multisensor Monitoring in Congestive Heart Failure (MUSIC) Study
- (2012) Inder S. Anand et al. JOURNAL OF CARDIAC FAILURE
- Performance of a New Leadless Implantable Cardiac Monitor in Detecting and Quantifying Atrial Fibrillation Results of the XPECT Trial
- (2010) Gerhard Hindricks et al. Circulation-Arrhythmia and Electrophysiology
- An Entirely Subcutaneous Implantable Cardioverter–Defibrillator
- (2010) Gust H. Bardy et al. NEW ENGLAND JOURNAL OF MEDICINE
- Detection of Atrial Fibrillation Using a Modified Microlife Blood Pressure Monitor
- (2009) J. Wiesel et al. AMERICAN JOURNAL OF HYPERTENSION
- The Relationship Between Daily Atrial Tachyarrhythmia Burden From Implantable Device Diagnostics and Stroke Risk
- (2009) Taya V. Glotzer et al. Circulation-Arrhythmia and Electrophysiology
- Prospective, multicentre validation of a simple, patient-operated electrocardiographic system for the detection of arrhythmias and electrocardiographic changes
- (2009) G. Kaleschke et al. EUROPACE
- Utility of the Photoplethysmogram in Circulatory Monitoring
- (2008) Andrew Reisner et al. ANESTHESIOLOGY
- Randomized Controlled Trial of an Implantable Continuous Hemodynamic Monitor in Patients With Advanced Heart Failure
- (2008) Robert C. Bourge et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- Short-term ECG for out of hospital detection of silent atrial fibrillation episodes
- (2008) Peter Sobocinski Doliwa et al. SCANDINAVIAN CARDIOVASCULAR JOURNAL
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started