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Medical Image Compression using Wavelet Transform on Mobile Devices with ROI coding support
C Doukas1, I Maglogiannis, G Kormentzas
1University of the Aegean, Dept. of Information and Communication Systems Engineering, 83200 Karlovasi, Greece. (e-mail: doukas@ieee.org).
This study introduces a mobile Picture Archiving and Communication Systems (PACS) application for viewing medical images. It utilizes Wavelet compression for efficient data handling on mobile devices across various networks.
Area of Science:
- Medical Informatics
- Image Processing
- Mobile Computing
Background:
- Mobile devices are increasingly used in healthcare for accessing patient data and medical images.
- Efficient network transmission and processing of large medical image files are critical challenges.
- Wavelet transform offers effective image compression for medical imaging applications.
Purpose of the Study:
- To develop and evaluate a Picture Archiving and Communication Systems (PACS) application for mobile devices.
- To enable viewing of DICOM-compliant medical images on mobile platforms.
- To assess the performance of Wavelet compression with ROI coding for medical images on mobile devices.
Main Methods:
- Development of a PACS application for mobile devices supporting DICOM image viewing.
- Implementation of Wavelet compression with Region of Interest (ROI) coding for image data.
- Pilot testing of the application across diverse radio network segments (IEEE 802.11b, GPRS, DVB-H).
Main Results:
- The developed PACS application successfully displays DICOM medical images on mobile devices.
- Wavelet compression demonstrated efficient handling of medical image data, reducing file sizes.
- Initial pilot results show promising performance over heterogeneous wireless networks.
Conclusions:
- Wavelet compression is a viable technique for medical image transmission and display on mobile devices.
- The developed PACS application facilitates improved access to medical imaging data in clinical settings.
- Further optimization and testing are warranted for widespread clinical adoption.
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