Literature DB >> 27199503

Voxel Based Morphometry in Optical Coherence Tomography: Validation & Core Findings.

Bhavna J Antony1, Min Chen2, Aaron Carass1, Bruno M Jedynak3, Omar Al-Louzi4, Sharon D Solomon5, Shiv Saidha4, Peter A Calabresi4, Jerry L Prince1.   

Abstract

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.

Entities:  

Keywords:  RAVENS; multiple sclerosis; normalized atlas; optical coherence tomography; registration; retina; voxel-based morphometry

Year:  2016        PMID: 27199503      PMCID: PMC4869867          DOI: 10.1117/12.2216096

Source DB:  PubMed          Journal:  Proc SPIE Int Soc Opt Eng        ISSN: 0277-786X


  20 in total

1.  Optimal multiple surface segmentation with shape and context priors.

Authors:  Qi Song; Junjie Bai; Mona K Garvin; Milan Sonka; John M Buatti; Xiaodong Wu
Journal:  IEEE Trans Med Imaging       Date:  2012-11-15       Impact factor: 10.048

2.  DEFORMABLE REGISTRATION OF MACULAR OCT USING A-MODE SCAN SIMILARITY.

Authors:  Min Chen; Andrew Lang; Elias Sotirchos; Howard S Ying; Peter A Calabresi; Jerry L Prince; Aaron Carass
Journal:  Proc IEEE Int Symp Biomed Imaging       Date:  2013-12-31

3.  Unbiased diffeomorphic atlas construction for computational anatomy.

Authors:  S Joshi; Brad Davis; Matthieu Jomier; Guido Gerig
Journal:  Neuroimage       Date:  2004       Impact factor: 6.556

4.  Retinal nerve fiber layer structure abnormalities in early Alzheimer's disease: evidence in optical coherence tomography.

Authors:  Yan Lu; Zhen Li; Xinqing Zhang; Baoquan Ming; Jianping Jia; Rong Wang; Daqing Ma
Journal:  Neurosci Lett       Date:  2010-06-08       Impact factor: 3.046

5.  Voxel-based morphometry using the RAVENS maps: methods and validation using simulated longitudinal atrophy.

Authors:  C Davatzikos; A Genc; D Xu; S M Resnick
Journal:  Neuroimage       Date:  2001-12       Impact factor: 6.556

6.  Optical coherence tomography measurements and analysis methods in optical coherence tomography studies of diabetic macular edema.

Authors:  David J Browning; Adam R Glassman; Lloyd P Aiello; Neil M Bressler; Susan B Bressler; Ronald P Danis; Matthew D Davis; Frederick L Ferris; Suber S Huang; Peter K Kaiser; Craig Kollman; Srinavas Sadda; Ingrid U Scott; Haijing Qin
Journal:  Ophthalmology       Date:  2008-08       Impact factor: 12.079

7.  Microcystic macular oedema, thickness of the inner nuclear layer of the retina, and disease characteristics in multiple sclerosis: a retrospective study.

Authors:  Shiv Saidha; Elias S Sotirchos; Mohamed A Ibrahim; Ciprian M Crainiceanu; Jeffrey M Gelfand; Yasir J Sepah; John N Ratchford; Jiwon Oh; Michaela A Seigo; Scott D Newsome; Laura J Balcer; Elliot M Frohman; Ari J Green; Quan D Nguyen; Peter A Calabresi
Journal:  Lancet Neurol       Date:  2012-10-04       Impact factor: 44.182

8.  Inner retinal layer thinning in Parkinson disease.

Authors:  Mohammedyusuf E Hajee; Wayne F March; Douglas R Lazzaro; Arthur H Wolintz; Eric M Shrier; Sofya Glazman; Ivan G Bodis-Wollner
Journal:  Arch Ophthalmol       Date:  2009-06

9.  Active MS is associated with accelerated retinal ganglion cell/inner plexiform layer thinning.

Authors:  John N Ratchford; Shiv Saidha; Elias S Sotirchos; Jiwon A Oh; Michaela A Seigo; Christopher Eckstein; Mary K Durbin; Jonathan D Oakley; Scott A Meyer; Amy Conger; Teresa C Frohman; Scott D Newsome; Laura J Balcer; Elliot M Frohman; Peter A Calabresi
Journal:  Neurology       Date:  2013-01-01       Impact factor: 9.910

10.  Analysis of macular OCT images using deformable registration.

Authors:  Min Chen; Andrew Lang; Howard S Ying; Peter A Calabresi; Jerry L Prince; Aaron Carass
Journal:  Biomed Opt Express       Date:  2014-06-11       Impact factor: 3.732

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  5 in total

Review 1.  Can Optical Coherence Tomography Be Used to Guide Treatment Decisions in Adult or Pediatric Multiple Sclerosis?

Authors:  Jeffrey Lambe; Olwen C Murphy; Shiv Saidha
Journal:  Curr Treat Options Neurol       Date:  2018-03-21       Impact factor: 3.598

2.  Automated Deformation-Based Analysis of 3D Optical Coherence Tomography in Diabetic Retinopathy.

Authors:  Maziyar M Khansari; Jiong Zhang; Yuchuan Qiao; Jin Kyu Gahm; Mona Sharifi Sarabi; Amir H Kashani; Yonggang Shi
Journal:  IEEE Trans Med Imaging       Date:  2019-06-24       Impact factor: 10.048

3.  Structured layer surface segmentation for retina OCT using fully convolutional regression networks.

Authors:  Yufan He; Aaron Carass; Yihao Liu; Bruno M Jedynak; Sharon D Solomon; Shiv Saidha; Peter A Calabresi; Jerry L Prince
Journal:  Med Image Anal       Date:  2020-10-14       Impact factor: 8.545

Review 4.  Past, present and future role of retinal imaging in neurodegenerative disease.

Authors:  Amir H Kashani; Samuel Asanad; Jane W Chan; Maxwell B Singer; Jiong Zhang; Mona Sharifi; Maziyar M Khansari; Farzan Abdolahi; Yonggang Shi; Alessandro Biffi; Helena Chui; John M Ringman
Journal:  Prog Retin Eye Res       Date:  2021-01-15       Impact factor: 19.704

5.  Age and Glaucoma-Related Characteristics in Retinal Nerve Fiber Layer and Choroid: Localized Morphometrics and Visualization Using Functional Shapes Registration.

Authors:  Sieun Lee; Morgan L Heisler; Karteek Popuri; Nicolas Charon; Benjamin Charlier; Alain Trouvé; Paul J Mackenzie; Marinko V Sarunic; Mirza Faisal Beg
Journal:  Front Neurosci       Date:  2017-07-12       Impact factor: 4.677

  5 in total

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