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Tracking the Motion of Heart Chambers with Image Processing Algorithms

Outcome: Researchers from Center for Advanced Communications of Villanova University working with the physicians from the Gwynedd-Mercy Medical College have developed an image processing algorithm that can track the motion of heart’s left ventricle based on the ultrasound echocardiography videos.  

Impact/Benefit: The tracking algorithm will provide cardiologists an invaluable tool to accelerate diagnosis of heart conditions that are difficult to assess with visual observations.  The algorithm is also expected to help cardiologists to make faster decisions in critical care conditions.

Explanation: Ultrasound echocardiography provides a safe, cost effective, and non-invasive means of monitoring heart conditions. The current clinical practice of manual tracing of hearts left ventricle chamber in echocardiography image sequences is tedious, time consuming, and subjective. The tracking algorithm automatically identifies the left ventricle and tracks its motion through the echocardiography image sequence.  As such, abnormal heart motions and contractions can be detected in a very fast and cost effective manner.  

Tracking the heart’s Left Ventricle from an echocardiography image with a physician’s manual tracing (blue line) and computer algorithm (red line).
Tracking the heart’s Left Ventricle from an echocardiography image with a physician’s manual tracing (blue line) and computer algorithm (red line).







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Ten Year Review – 2002-2012

Ten Year Review – 2002-2012

Contact Us

Dr. Moeness Amin
Director
Center for Advanced Communications
Phone: 610-519-4263

Janice J. Moughan
Center Coordinator
Center for Advanced Communications
Phone: 610-519-4599

Address: 800 Lancaster Ave
Villanova University
Villanova, PA 19085

Research Activities

Research emphases of the Center for Advanced Communications encompass several aspects of advances in broadband wireless communications and RF acoustic sensing, and imaging. Some research activities include:

  • Acoustics and Ultrasound
  • Devices and Power Electronics
  • Educational Research
  • Electromagnetics
  • GPS Technologies
  • Radar Systems
  • Sensor Technology
  • Thermal Management & Heat Transfer
  • Wireless Communications

Project Highlights

  • Imaging Technology Makes Seeing Through Layers Possible
  • Tracking the Motion of Heart Chambers with Image Processing Algorithms
  • Advanced Signal Processing Algorithms Enable Early Detection of Faults in Bearing Assemblies of Rotating Machinery
  • Advanced Wave Propagation Models Improves Structural Health Monitoring
  • Engineering Interdisciplinary Projection Acoustic Fault Detection

Acknowledgement

We gratefully acknowledge the Partnerships for Innovation program at the National Science Foundation as our grant source. This program promotes innovation by bringing together colleges and universities, State and local governments, private sector firms, and nonprofit organizations to form partnerships that support innovation in their communities by developing the people, tools, and infrastructure needed to connect new scientific discoveries to practical uses.

Acoustics Lab

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