MACHINE LEARNING-BASED REGION-OF-INTEREST ADAPTIVE COMPRESSION OF ECHOCARDIOGRAPHY IMAGES FOR EFFICIENT STORAGE AND PRESERVATION OF DIAGNOSTIC QUALITY

Authors

  • Sivakumar, R.D. Author

DOI:

https://doi.org/10.48047/

Keywords:

Echocardiography Images, Machine Learning, Region of Interest (ROI), Medical Image Compression, Diagnostic Quality Preservation, Image Segmentation, Feature Extraction, Storage Optimization, Telecardiology, Cardiovascular Imaging.

Abstract

Echocardiography is one of the most commonly used non-invasive imaging techniques for the diagnosis and treatment monitoring of cardiovascular diseases. In today's  healthcare environment, echocardiographic image data is generated in large quantities, however, which poses significant challenges 

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Published

2021-02-20

Issue

Vol. 12 No. 2 (2021): volume 12 issue 2 (2021)

Section

Articles