Antony Bhavna J, Chen Min, Carass Aaron, Jedynak Bruno M, Al-Louzi Omar, Solomon Sharon D, Saidha Shiv, Calabresi Peter A, Prince Jerry L
Department of Electrical and Computer Engineering, Johns Hopkins University.
Penn Image Computing and Science Laboratory, The University of Pennsylvania.
Proc SPIE Int Soc Opt Eng. 2016 Feb 27;9788. doi: 10.1117/12.2216096. Epub 2016 Mar 29.
Optical coherence tomography (OCT) of the human retina is now becoming established as an important modality for the detection and tracking of various ocular diseases. Voxel based morphometry (VBM) is a long standing neuroimaging analysis technique that allows for the exploration of the regional differences in the brain. There has been limited work done in developing registration based methods for OCT, which has hampered the advancement of VBM analyses in OCT based population studies. Following on from our recent development of an OCT registration method, we explore the potential benefits of VBM analysis in cohorts of healthy controls (HCs) and multiple sclerosis (MS) patients. Specifically, we validate the stability of VBM analysis in two pools of HCs showing no significant difference between the two populations. Additionally, we also present a retrospective study of age and sex matched HCs and relapsing remitting MS patients, demonstrating results consistent with the reported literature while providing insight into the retinal changes associated with this MS subtype.
光学相干断层扫描(OCT)在人类视网膜成像方面正逐渐成为检测和追踪各种眼部疾病的重要手段。基于体素的形态计量学(VBM)是一种长期使用的神经影像学分析技术,可用于探索大脑区域差异。在开发基于配准的OCT方法方面,相关工作有限,这阻碍了基于OCT的人群研究中VBM分析的进展。继我们最近开发出一种OCT配准方法之后,我们探索了VBM分析在健康对照(HC)和多发性硬化症(MS)患者队列中的潜在益处。具体而言,我们验证了VBM分析在两组HC中的稳定性,这两组人群之间无显著差异。此外,我们还对年龄和性别匹配的HC以及复发缓解型MS患者进行了回顾性研究,展示了与已发表文献一致的结果,同时深入了解了与这种MS亚型相关的视网膜变化。