首页> 外文会议>International conference on medical image computing and computer-assisted intervention;MICCAI 2009 >Correcting Motion Artifacts in Retinal Spectral Domain Optical Coherence Tomography via Image Registration
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Correcting Motion Artifacts in Retinal Spectral Domain Optical Coherence Tomography via Image Registration

机译:通过图像配准校正视网膜光谱域光学相干断层扫描中的运动伪像

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Spectral domain optical coherence tomography (SD-OCT) is an important tool for the diagnosis of various retinal diseases. The measurements available from SD-OCT volumes can be used to detect structural changes in glaucoma patients before the resulting vision loss becomes noticeable. Eye movement during the imaging process corrupts the data, making measurements unreliable. We propose a method to correct for transverse motion artifacts in SD-OCT volumes after scan acquisition by registering the volume to an instantaneous, and therefore artifact-free, reference image. Our procedure corrects for smooth deformations resulting from ocular tremor and drift as well as the abrupt discontinuities in vessels resulting from microsaccades. We test our performance on 48 scans of healthy eyes and 116 scans of glaucomatous eyes, improving scan quality in 96% of healthy and 73% of glaucomatous eyes.
机译:光谱域光学相干断层扫描(SD-OCT)是诊断各种视网膜疾病的重要工具。可从SD-OCT量中获得的测量结果可用于检测青光眼患者的结构变化,以免引起明显的视力丧失。成像过程中的眼睛移动会破坏数据,从而使测量不可靠。我们提出了一种方法,该方法可通过在扫描采集后将SD-OCT体积中的横向运动伪影注册到瞬时且因此没有伪影的参考图像来进行校正。我们的程序纠正了由于眼震颤和漂移引起的平滑变形,以及由于微扫视导致的血管突然间断。我们在48眼健康眼和116眼青光眼眼扫描中测试了我们的性能,从而改善了96%的健康眼和73%的青光眼眼的扫描质量。

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