Heart Rate Apps Show Inconsistent Results
|
By HospiMedica International staff writers Posted on 17 May 2017 |

Image: The HF app compared to pulse oximetry results (Photo courtesy of Heart Fitness).
There is a huge variability among commercially available photoplethysmography (PPG) heart rate apps, even those using the same technology, according to a new study.
Researchers at Heart Clinic Zurich and University Hospital Zürich conducted a study to test the clinical diagnostic accuracy of four iPhone-based heart rate measuring apps that use the built-in camera and flash. These included the Instant Heart Rate (IHR) and Heart Fitness (HF) apps, which work via contact PPG, and the What’s My Heart Rate (WMH) and Cardio Version (CAR) apps, which are based on non-contact PPG. Measurements were compared to electrocardiogram (ECG) and pulse oximetry-derived heart rate.
In all, app-based PPG was performed on 108 randomly selected patients. The results showed substantial differences in accuracy between the four apps, with non-contact apps performing less well than contact apps, particularly at higher heart rates and lower body temperatures. The overall accuracy of PPG app-measured heart rate, reported as mean absolute error in beats per minute compared to ECG, was 2 for pulse oximetry, 4.5 for IHR, 2 for HF, 7.1 for WMH, and 8.1 for CAR. The study was published on May 2, 2017, in the European Journal of Preventive Cardiology.
“While it's easy to use the non-contact apps - you just look at your smartphone camera and it gives your heart rate - the number it gives is not as accurate as when you have contact with your smartphone by putting your fingertip on the camera,” said senior author cardiologist Christophe Wyss, MD, of Heart Clinic Zurich. “But the performance of the two contact apps was also different. The one contact app was excellent, performing almost like a medically approved pulse oximeter device, but the other app was not accurate, even though they use the same technology.”
“Heart rate apps come installed on many smartphones and once people see them it is human nature to use them and compare their results with others. The problem is that there is no law requiring validation of these apps, and therefore no way for consumers to know if the results are accurate,” concluded Dr. Wyss. “Consumers and interpreting physicians need to be aware that the differences between apps are huge and there are no criteria to assess them.”
As the heart pumps blood to the periphery a pressure pulse is created, which distends the arteries and arterioles in the subcutaneous tissue. The change in volume caused by the pressure pulse is detected by illuminating the skin with the light from a light-emitting diode (LED), and then measuring the amount of light either transmitted or reflected to a photodiode, generating a PPG.
Researchers at Heart Clinic Zurich and University Hospital Zürich conducted a study to test the clinical diagnostic accuracy of four iPhone-based heart rate measuring apps that use the built-in camera and flash. These included the Instant Heart Rate (IHR) and Heart Fitness (HF) apps, which work via contact PPG, and the What’s My Heart Rate (WMH) and Cardio Version (CAR) apps, which are based on non-contact PPG. Measurements were compared to electrocardiogram (ECG) and pulse oximetry-derived heart rate.
In all, app-based PPG was performed on 108 randomly selected patients. The results showed substantial differences in accuracy between the four apps, with non-contact apps performing less well than contact apps, particularly at higher heart rates and lower body temperatures. The overall accuracy of PPG app-measured heart rate, reported as mean absolute error in beats per minute compared to ECG, was 2 for pulse oximetry, 4.5 for IHR, 2 for HF, 7.1 for WMH, and 8.1 for CAR. The study was published on May 2, 2017, in the European Journal of Preventive Cardiology.
“While it's easy to use the non-contact apps - you just look at your smartphone camera and it gives your heart rate - the number it gives is not as accurate as when you have contact with your smartphone by putting your fingertip on the camera,” said senior author cardiologist Christophe Wyss, MD, of Heart Clinic Zurich. “But the performance of the two contact apps was also different. The one contact app was excellent, performing almost like a medically approved pulse oximeter device, but the other app was not accurate, even though they use the same technology.”
“Heart rate apps come installed on many smartphones and once people see them it is human nature to use them and compare their results with others. The problem is that there is no law requiring validation of these apps, and therefore no way for consumers to know if the results are accurate,” concluded Dr. Wyss. “Consumers and interpreting physicians need to be aware that the differences between apps are huge and there are no criteria to assess them.”
As the heart pumps blood to the periphery a pressure pulse is created, which distends the arteries and arterioles in the subcutaneous tissue. The change in volume caused by the pressure pulse is detected by illuminating the skin with the light from a light-emitting diode (LED), and then measuring the amount of light either transmitted or reflected to a photodiode, generating a PPG.
Latest Health IT News
- Clinical Decision Support Tool Automates CKD Risk Assessment in Primary Care
- EHR Alerts Support Dosing, Sedation, and Shock Recognition in Cardiac Care
- Adaptive Radiation QA Software Gains Validation for NeoArc Treatments
- Healthcare Database Helps Close Long COVID Surveillance Gap
- Smartphone App Improves Blood Pressure Control in Hypertension
- New Tablet Platform Extends Stroke Neurorehabilitation Beyond the Clinic
- Registry-Driven Digital Outreach Boosts Use of Heart Failure Medicines
- Nurse-Coordinated Care Model Improves Heart Failure Outcomes
- Imaging Tool Quantifies Calcinosis Cutis Volume to Monitor Treatment
- Digital Symptom Monitoring Supports More Personalized Breast Cancer Care
- Short Digital Training Program Improves Motor Function in Parkinson’s Disease
- New Cloud Platform Streamlines Capsule Endoscopy Workflow and Reporting
- Smartwatch Monitoring Identifies Abnormal Vital Signs Before Routine Checks
- Weekly Remote Symptom Monitoring Improves Symptom Control in Advanced Cancer
- Digital Heart Model Supports Targeted Ablation in Atrial Fibrillation
- AI Framework Helps Clinicians Create Trustworthy Risk Prediction Tools
Channels
Artificial Intelligence
view channel
AI Tool Improves Hospital Discharge Summaries to Support Follow-Up Care
Discharge summaries guide care after hospitalization but can be difficult to prepare after long or complex stays. Clinicians must condense treatment, medications, follow-up, and unresolved issues into... Read more
AI Tool Predicts Hypertensive Crisis Up to 72 Hours Ahead
A hypertensive crisis is a rapid and severe rise in blood pressure above 180/120 mm Hg accompanied by acute end-organ damage. It can lead to stroke, heart attack, kidney injury, aortic dissection, or pulmonary... Read moreCritical Care
view channel
Ultrasound Implant Could Help Monitor Spinal Cord Recovery After Surgery
Spinal cord injury can lead to secondary complications when changes near the injured tissue are difficult to monitor after surgery. During early recovery, patients may be immobile, limiting repeated imaging... Read more
Paper-Based Patch Integrates Sweat Sensors and Drug-Delivery Microneedles
Wearable health-monitoring patches can support personalized care, but many conventional substrates limit airflow during extended use. Poor breathability can trap sweat and cause skin discomfort.... Read more
Circuit-Free Smart Patch Uses Smartphone Camera to Monitor Pulse and Vessel Stiffness
Routine cardiovascular monitoring often relies on electronic sensors, cables, or specialized equipment, which can limit its use beyond hospitals, ambulances, general practice clinics, and emergency rooms.... Read moreSurgical Techniques
view channel
Dual-Technique Approach Improves Stent Expansion in Calcified Coronary Lesions
Calcified coronary nodules are hard, irregular calcium deposits that protrude into coronary arteries and can complicate percutaneous coronary intervention by preventing full stent expansion.... Read more
FDA Approves First Transcatheter Device for Paravalvular Leak Closure
Paravalvular leak is a backflow of blood around a surgical heart valve that can follow valve replacement, causing heart failure symptoms or hemolysis. These leaks occur in 7%–17% of mitral valve replacements... Read morePatient Care
view channel
Video-Based Support Helps Older Adults Clarify Kidney Disease Treatment Preferences
Advanced chronic kidney disease (CKD) involves progressive loss of kidney function that can lead to kidney failure and difficult treatment decisions. For older adults, these decisions may include choosing... Read more
Expert Review Outlines Diagnosis and Treatment of Recurrent Catheter Infections
Patients who rely on long-term intravenous catheters for chemotherapy, hemodialysis, intravenous nutrition, and other essential therapies remain at risk of catheter-related bloodstream infections.... Read moreMedical Imaging
view channel
Targeted ImmunoPET Scan Detects Multiple Myeloma Missed by Standard PET/CT
Multiple myeloma is a blood cancer that develops in the bone marrow and can affect multiple sites throughout the body. Standard imaging and blood tests may miss areas of active disease, potentially complicating... Read more
Researchers Develop AI Tool to Reconstruct Missing Brain Connectivity Data
Diffusion MRI helps map nerve fiber pathways in the brain, but some scans lose signal in regions that are important for understanding connectivity. These gaps can affect areas such as the brainstem and... Read more
Cardiac MRI AI Tool Improves Mortality Risk Prediction
Ejection fraction is a key measure of how effectively the heart pumps blood and is widely used to guide treatment decisions in patients with known or suspected heart disease. These measurements can influence... Read more
Imaging Biomarker Links Breast Tumor Heterogeneity to Targeted Therapy Response
Breast cancer patients can respond differently to targeted therapy, even when their tumors appear similar on conventional imaging. This variability can expose some patients to treatments that provide limited... Read morePoint of Care
view channel
New Breath Condensate Testing Approach Enhances Reliability for COPD Monitoring
Chronic obstructive pulmonary disease (COPD) is a progressive lung condition that can increasingly impair breathing over time. Diagnosis and monitoring may be burdensome because patients often require... Read more
Continuous Glucose Monitoring Identifies Cardiometabolic Risk in Adults Without Diabetes
Dysglycemia—abnormal blood glucose regulation—can fluctuate throughout the day and often escape conventional screening. Clinicians typically rely on fasting plasma glucose and hemoglobin A1c, which offer... Read moreBusiness
view channel
Steris to Expand Surgical Safety Portfolio With $2.1 Billion Xodus Medical Deal
Steris has signed a definitive agreement to acquire Xodus Medical, a specialty surgical products business based in Pennsylvania, for $2.1 billion at closing. The acquisition will expand Steris’s healthcare... Read more
Stryker Enters Soft-Tissue Robotics Through Strategic Alliance With CMR Surgical
Stryker (Portage, MI, USA) and CMR Surgical (Cambridge, UK) have announced a strategic alliance centered on the Versius Surgical Robotic portfolio. The agreement includes an approximately USD 400 million... Read more







