Commercially Available Heart Rate Monitor Repurposed for Automatic Arrhythmia Detection with Snapshot

Chiara Martini1, Bernardo Di Maria2, Claudio Reverberi3

  • 1Department of Radiology, Parma University Hospital, Via Gramsci 14, 43125 Parma, Italy.

Insights

This study introduces a new wearable device that automatically detects arrhythmias and records ECGs. The customized system shows high accuracy in simulations, offering a promising tool for cardiac monitoring.

Area of Science:

  • Cardiology
  • Biomedical Engineering
  • Medical Devices

Background:

  • Opportunistic arrhythmia screening using ECG has limited diagnostic yield due to the intermittent nature of arrhythmias.
  • Previous work validated a Bluetooth heart rate sensor and smartphone app (RITMIA™) for atrial fibrillation detection.
  • Limitations in opportunistic screening lead to high rates of missed diagnoses.

Purpose of the Study:

  • To test an upgraded cardiac monitoring system with on-sensor algorithm processing and ECG acquisition capabilities.
  • To evaluate a customized, ultra-low weight device for standalone automatic arrhythmia detection and ECG recording.
  • To assess the feasibility and diagnostic accuracy of the enhanced system in simulated arrhythmia conditions.

Main Methods:

  • Reprogrammed a sports heart rate monitor (Movensense HR+) to run the RITMIA algorithm in real-time.
  • Utilized RR interval analysis for arrhythmia detection.
  • Triggered brief, on-board, single-lead ECG recordings upon arrhythmia detection.

Main Results:

  • The customized device successfully detected all simulated types of arrhythmias.
  • The system correctly triggered visually interpretable ECG tracings for detected arrhythmias.
  • Initial data indicates high diagnostic accuracy and feasibility of the device.

Conclusions:

  • The customized device demonstrates capability for automatic arrhythmia detection and ECG recording.
  • The system shows promise as an effective tool for cardiac monitoring.
  • Further human studies are required to confirm real-life accuracy.

Related Concept Videos

Holter Monitor: 24-Hour Monitoring01:23

Holter Monitor: 24-Hour Monitoring

Holter monitoring is a continuous electrocardiography (ECG) recording that tracks the heart's electrical activity over an extended period, generally 24 to 48 hours. This noninvasive diagnostic tool detects irregular heart rhythms that may not be captured during a standard ECG performed in a clinical setting.DeviceThe Holter monitor is a portable, small device connected to several electrodes on the patient's chest. These electrodes detect the heart's electrical signals and transmit them to the...
395
Pulse rhythm01:30

Pulse rhythm

Pulse rhythm refers to the pattern of pulsations within specific intervals, offering valuable insights into the regularity or irregularity of the heart's beats as observed through the pattern of pulsation within specific intervals. A regular pulse exhibits a consistent heart rate with uniform waveforms and pulsation force, variations of which can be classified as normal, weak, or bounding.
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac...
957
Dysrhythmias V: Evaluating Dysrhythmias01:30

Dysrhythmias V: Evaluating Dysrhythmias

Dysrhythmias, also known as arrhythmias, are disturbances in the heart's rhythm that range from benign to life-threatening. A thorough evaluation is crucial for appropriate management and involves a comprehensive medical history, physical examination, and various diagnostic tests.Medical HistorySymptoms: Collect detailed information on palpitations, dizziness, syncope, chest pain, and fatigue. Note their onset, frequency, and triggers.Previous Cardiac Issues: Document any history of heart...
130
Electrocardiogram01:29

Electrocardiogram

An electrocardiogram (ECG or EKG) is a critical diagnostic tool that records the electrical signals produced by the heart during each heartbeat. This recording is achieved through electrodes placed strategically on the arms, legs, and chest. The electrocardiograph amplifies these signals and produces 12 distinct tracings, offering a comprehensive understanding of the heart's electrical activity.
Three major waveforms are present in a typical ECG recording: the P wave, the QRS complex, and...
3.4K