Integration of novel monitoring devices with machine learning technology for scalable cardiovascular management

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