Discriminating between Glaucoma and Normal Eyes Using Optical Coherence Tomography and the ‘Random Forests’ Classifier
出版年份 2014 全文链接
标题
Discriminating between Glaucoma and Normal Eyes Using Optical Coherence Tomography and the ‘Random Forests’ Classifier
作者
关键词
Glaucoma, Eyes, Tomography, Machine learning, Decision trees, Nerve fibers, Ganglion cells, Fovea centralis
出版物
PLoS One
Volume 9, Issue 8, Pages e106117
出版商
Public Library of Science (PLoS)
发表日期
2014-08-29
DOI
10.1371/journal.pone.0106117
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Glaucoma-Induced Optic Disc Morphometric Changes and Glaucoma Diagnostic Ability of Heidelberg Retina Tomograph II in Highly Myopic Eyes
- (2014) Chihiro Mayama et al. PLoS One
- Spectral-domain optical coherence tomography for early glaucoma assessment: analysis of macular ganglion cell complex versus peripapillary retinal nerve fiber layer
- (2013) Pilar A.M. Moreno et al. CANADIAN JOURNAL OF OPHTHALMOLOGY-JOURNAL CANADIEN D OPHTALMOLOGIE
- Cross-sectional study: Does combining optical coherence tomography measurements using the ‘Random Forest’ decision tree classifier improve the prediction of the presence of perimetric deterioration in glaucoma suspects?
- (2013) Koichiro Sugimoto et al. BMJ Open
- Impact of high myopia on the performance of SD-OCT parameters to detect glaucoma
- (2012) Takuhei Shoji et al. GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY
- pROC: an open-source package for R and S+ to analyze and compare ROC curves
- (2011) Xavier Robin et al. BMC BIOINFORMATICS
- Retinal nerve fiber layer and macular inner retina measurements by spectral domain optical coherence tomograph in Indian eyes with early glaucoma
- (2011) H L Rao et al. EYE
- Diagnostic ability of retinal ganglion cell complex, retinal nerve fiber layer, and optic nerve head measurements by Fourier-domain optical coherence tomography
- (2011) Andreas Schulze et al. GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY
- Comparing the ganglion cell complex and retinal nerve fibre layer measurements by Fourier domain OCT to detect glaucoma in high myopia
- (2010) N. R. Kim et al. BRITISH JOURNAL OF OPHTHALMOLOGY
- Diagnostic accuracy of nerve fibre layer, macular thickness and optic disc measurements made with the RTVue-100 optical coherence tomograph to detect glaucoma
- (2010) A Garas et al. EYE
- Performance comparison of machine learning algorithms and number of independent components used in fMRI decoding of belief vs. disbelief
- (2010) P.K. Douglas et al. NEUROIMAGE
- Comparison of Different Spectral Domain Optical Coherence Tomography Scanning Areas for Glaucoma Diagnosis
- (2010) Harsha L. Rao et al. OPHTHALMOLOGY
- Automated layer segmentation of macular OCT images using dual-scale gradient information
- (2010) Qi Yang et al. OPTICS EXPRESS
- Detection of Macular Ganglion Cell Loss in Glaucoma by Fourier-Domain Optical Coherence Tomography
- (2009) Ou Tan et al. OPHTHALMOLOGY
- Conditional Variable Importance for Random Forests
- (2008) Carolin Strobl et al. BMC BIOINFORMATICS
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started