Electrocardio-matrix (ECM)


An analytic that improves accuracy and efficiency in cardiac arrhythmia & ischemia detection through a new electrocardiogram (ECG) signal analysis technique.

Value Proposition

The electrocardiogram (ECG) is one of the most widely used tools for noninvasive diagnosis of cardiovascular diseases and for basic research of the heart. Electrocardiomatrix (ECM) is a new technique that organizes a 2-dimensional ECG into a 3-dimensional matrix to comprehensively analyze ECG signals. Utilizing modern signal processing methods to facilitate disease diagnosis, the ECM has been proven to increase speed and accuracy of detection of cardiac abnormalities.

Competitive Advantage

  • Allows rapid evaluation of large ECG time series data collection form Holter monitors or inpatient cardiac monitors to identify incidence and burden of dangerous cardiac states like atrial fibrillation, atrial flutter, ventricular tachycardia and myocardial ischemia

  • Accuracy is equivalent or superior to manual inspection of the ECG (current gold standard)

  • Capable of implantation and monitoring of all hospital beds with cardiac monitors.

Unique Features

  • Detailed features of electrocardiogram (ECG) are inspected manually in short segments

  • Compact, comprehensive visual representation of long ECG signals in a single matrix for intuitive analysis

  • Display of all ECG intervals including RR, PR, QRS, ST, and QT intervals

  • Visualization of ECG morphology changes

  • Real-time tracing of heart rate variations

Principal Investigators
Jimo Borjigin, PhD

Licensing Manager
Drew Bennett

Intellectual Property
Invention Disclosure # 6257
Patent Issued # US9918651

Solution Sheet
Download Solution Sheet (PDF)

Image credit: Shutterstock

MARKET OPPORTUNITY
The Electrocardiogram (ECG) has been commonly used for diagnosis of cardiac diseases for more than a century. However, using an ECG to automate the detection of arrhythmias such as atrial fibrillation (AFIB) and atrial flutter (AFL) over long periods of time is time consuming and often inaccurate.

Given the universal importance of the ECG, we expect that this new method will have clinical, research and educational uses. All of the unique features of ECM are all displayed in one compact matrix format that can be intuitively analyzed; colorful representation of each peak allows easy and intuitive identification of amplitude changes of ECG peaks; arrhythmic beats can be studied in their endogenous context; and key findings can be correlated easily with time-stamped events noted by patients.

Electrocardiomatrix is currently available for licensing. Please contact the Licensing Manager, Drew Bennett, for more information.

Funding History

$545,326 in non-dilutive funding

  • 2020 $545,326 DOD

  • Substantial additional departmental, school and center based support

Completed Milestones:

  • Graphic user interface

  • Retrospective validation using publicly available data sets

  • Prospective validation at Michigan Medicine Stroke Unit

Next Steps

  • License the technology to an industry partner


Funding Organizations

Media Coverage

Weil News Feature, 2017