Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation

Home-Based Cardiac Rehabilitation

(2019) Randal J. Thomas et al.   Journal of Cardiopulmonary Rehabilitation and Prevention

Accuracy of wearable heart rate monitors in cardiac rehabilitation

(2019) Muhammad Etiwy et al.   Cardiovascular Diagnosis and Therapy

Wearable Cardiopulmonary Function Evaluation System for Six-Minute Walking Test

(2019) Bor-Shing Lin et al.   SENSORS

Towards a personalised approach in exercise-based cardiovascular rehabilitation: How can translational research help? A ‘call to action’ from the Section on Secondary Prevention and Cardiac Rehabilitation of the European Association of Preventive Cardiology

(2019) Andreas B Gevaert et al.   European Journal of Preventive Cardiology

The Mobile-Based 6-Minute Walk Test: Usability Study and Algorithm Development and Validation

(2019) Dario Salvi et al.   JMIR mHealth and uHealth

Machine learning in cardiovascular medicine: are we there yet?

(2018) Khader Shameer et al.   HEART

Using Fitness Trackers and Smartwatches to Measure Physical Activity in Research: Analysis of Consumer Wrist-Worn Wearables

(2018) André Henriksen et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

2018 ACC/AHA Clinical Performance and Quality Measures for Cardiac Rehabilitation

(2018) Randal J. Thomas et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

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

How well do activity monitors estimate energy expenditure? A systematic review and meta-analysis of the validity of current technologies

(2018) Ruairi O’Driscoll et al.   BRITISH JOURNAL OF SPORTS MEDICINE

Chronotropic Incompetence in Chronic Heart Failure

(2018) Alwin Zweerink et al.   Circulation-Heart Failure

Global, regional, and national age-sex-specific mortality for 282 causes of death in 195 countries and territories, 1980–2017: a systematic analysis for the Global Burden of Disease Study 2017

(2018) Gregory A Roth et al.   LANCET

Assessment of Physical Activity by Wearable Technology During Rehabilitation After Cardiac Surgery: Explorative Prospective Monocentric Observational Cohort Study

(2018) Isabeau Thijs et al.   JMIR mHealth and uHealth

Wearable Sensors for Remote Health Monitoring

(2017) Sumit Majumder et al.   SENSORS

Accelerometer Data Collection and Processing Criteria to Assess Physical Activity and Other Outcomes: A Systematic Review and Practical Considerations

(2017) Jairo H. Migueles et al.   SPORTS MEDICINE

Remote Patient Monitoring via Non-Invasive Digital Technologies: A Systematic Review

(2017) Ashok Vegesna et al.   Telemedicine and e-Health

Who needs secondary prevention?

(2017) Ines Frederix et al.   European Journal of Preventive Cardiology

Remote Patient Monitoring via Non-Invasive Digital Technologies: A Systematic Review

(2017) Ashok Vegesna et al.   Telemedicine and e-Health

Cardiorespiratory fitness estimation in free-living using wearable sensors

(2016) Marco Altini et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

2016 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure

(2016) Piotr Ponikowski et al.   EUROPEAN HEART JOURNAL

Validation of Fitbit-Flex as a measure of free-living physical activity in a community-based phase III cardiac rehabilitation population

(2016) Muaddi Alharbi et al.   European Journal of Preventive Cardiology

An Activity Index for Raw Accelerometry Data and Its Comparison with Other Activity Metrics

(2016) Jiawei Bai et al.   PLoS One

Characterization of subgroups of heart failure patients with preserved ejection fraction with possible implications for prognosis and treatment response

(2015) David P. Kao et al.   EUROPEAN JOURNAL OF HEART FAILURE

Cardiac rehabilitation

(2015) Hasnain M Dalal et al.   BMJ-British Medical Journal

Cardiac rehabilitation

(2015) Hasnain M Dalal et al.   BMJ-British Medical Journal

A Natural Walking Monitor for Pulmonary Patients Using Mobile Phones

(2015) Joshua Juen et al.   IEEE Journal of Biomedical and Health Informatics

Tele-accelerometry as a novel technique for assessing functional status in patients with heart failure: Feasibility, reliability and patient safety

(2013) Melissa Jehn et al.   INTERNATIONAL JOURNAL OF CARDIOLOGY

2013 ACCF/AHA Guideline for the Management of Heart Failure

(2013) Clyde W. Yancy et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Chronotropic incompetence predicts impaired response to exercise training in heart failure patients with sinus rhythm

(2012) Jean-Paul Schmid et al.   European Journal of Preventive Cardiology

Secondary prevention in the clinical management of patients with cardiovascular diseases. Core components, standards and outcome measures for referral and delivery

(2012) Massimo F Piepoli et al.   European Journal of Preventive Cardiology

The six-minute walk test: a useful metric for the cardiopulmonary patient

(2009) T. Rasekaba et al.   INTERNAL MEDICINE JOURNAL

Accelerometer-Based Quantification of 6-Minute Walk Test Performance in Patients With Chronic Heart Failure: Applicability in Telemedicine

(2009) Melissa Jehn et al.   JOURNAL OF CARDIAC FAILURE