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Article
Open AccessGlaucoma detection using non-perfused areas in OCTA
Multiple ophthalmic diseases lead to decreased capillary perfusion that can be visualized using optical coherence tomography angiography images. To quantify the decrease in perfusion, past studies have often u...
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Chapter and Conference Paper
Abstract: Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT
Low-dose computed tomography (CT) denoising algorithms aim to enable reduced patient dose in routine CT acquisitions while maintaining high image quality. Recently, deep learning (DL)-based methods were introd...
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Chapter and Conference Paper
Unsupervised detection of Small Hyperreflective Features in Ultrahigh Resolution Optical Coherence Tomography
Recent advances in optical coherence tomography such as the development of high speed ultrahigh resolution scanners and corresponding signal processing techniques may reveal new potential biomarkers in retinal...
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Article
Open AccessTrainable joint bilateral filters for enhanced prediction stability in low-dose CT
Low-dose computed tomography (CT) denoising algorithms aim to enable reduced patient dose in routine CT acquisitions while maintaining high image quality. Recently, deep learning (DL)-based methods were introd...
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Chapter and Conference Paper
A Spatiotemporal Model for Precise and Efficient Fully-Automatic 3D Motion Correction in OCT
Optical coherence tomography (OCT) is a micrometer-scale, volumetric imaging modality that has become a clinical standard in ophthalmology. OCT instruments image by raster-scanning a focused light spot across ...
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Chapter and Conference Paper
Modularization of Deep Networks Allows Cross-Modality Reuse
Fundus photography and Optical Coherence Tomography Angiography (OCT-A) are two commonly used modalities in ophthalmic imaging. With the development of deep learning algorithms, fundus image processing, especi...
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Chapter
Optical Coherence Tomography
Eric Swanson, and James G. Fujimoto and has since become a standard modality and is widely used by clinicians on a daily basis. Since then, oct has been continuously developed further, providing significant in...
