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Published on: October 27, 2023
Signal Normalization Reduces Image Appearance Disparity Among Multiple Optical Coherence Tomography Devices
Chieh-Li Chen1, Hiroshi Ishikawa2, Gadi Wollstein2
1UPMC Eye Center, Eye and Ear Institute, Ophthalmology and Visual Science Research Center, Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA ; Department of Bioengineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
A new signal normalization method significantly improves the appearance consistency of optical coherence tomography (OCT) images across different spectral-domain OCT (SD-OCT) devices. This advancement allows for more reliable clinical interpretation and comparison of OCT scans, regardless of the equipment used.
Area of Science:
- Ophthalmology
- Medical Imaging
- Biomedical Engineering
Background:
- Spectral-domain optical coherence tomography (SD-OCT) is crucial for retinal imaging.
- Discrepancies in image appearance exist among different SD-OCT devices.
- Standardization is needed for reliable cross-device image comparison.
Purpose of the Study:
- To evaluate the effectiveness of a signal normalization method in reducing appearance differences between SD-OCT devices.
- To determine if normalization improves the consistency of OCT images from multiple manufacturers.
Main Methods:
- Healthy and diseased eyes were scanned using three SD-OCT devices (Cirrus, RTVue, Spectralis).
- Images were processed using a signal normalization technique.
- Researchers compared pre- and post-normalization image pairs from different devices in a survey.
Main Results:
- Image similarity significantly improved across all device combinations after signal normalization (P ≤ 0.009).
- The Cirrus and RTVue combination showed the highest similarity post-normalization.
- Normalization effectively minimized visual disparities between SD-OCT devices.
Conclusions:
- The signal normalization method successfully reduces appearance disparities among multiple SD-OCT devices.
- This technique enables reliable clinical interpretation and comparison of OCT images irrespective of device.
- Normalization facilitates broader OCT use, including long-term follow-ups and data sharing.
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