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1

Heidelberg Retina Tomograph Measurements of the Optic Disc and Parapapillary Retina for Detecting Glaucoma Analyzed by Machine Learning Classifiers

Zangwill, Linda M., Chan, Kwokleung, Bowd, Christopher, Hao, Jicuang, Lee, Te-Won, Weinreb, Robert N., Sejnowski, Terrence J., Goldbaum, Michael H.

Journal:

Investigative Ophthalmology & Visual Science

Year:

2004

Language:

english

File:

PDF, 255 KB

english, 2004

2

Comparison of machine learning and traditional classifiers in glaucoma diagnosis

Kwokleung Chan, Te-Won Lee, Sample, P.A., Goldbaum, M.H., Weinreb, R.N., Sejnowski, T.J.

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2002

Language:

english

File:

PDF, 414 KB

english, 2002

3

Speech feature analysis using variational Bayesian PCA

Oh-Wook Kwon,, Kwokleung Chan,, Te-Won Lee,

Journal:

IEEE Signal Processing Letters

Year:

2003

Language:

english

File:

PDF, 413 KB

english, 2003

4

Using Unsupervised Learning with Variational Bayesian Mixture of Factor Analysis to Identify Patterns of Glaucomatous Visual Field Defects

Sample, Pamela A., Chan, Kwokleung, Boden, Catherine, Lee, Te-Won, Blumenthal, Eytan Z., Weinreb, Robert N., Bernd, Antje, Pascual, John, Hao, Jiucang, Sejnowski, Terrence, Goldbaum, Michael H.

Journal:

Investigative Ophthalmology & Visual Science

Year:

2004

Language:

english

File:

PDF, 574 KB

english, 2004

5

Assessing Visual Field Clustering Schemes Using Machine Learning Classifiers in Standard Perimetry

Boden, Catherine, Chan, Kwokleung, Sample, Pamela A., Hao, Jiucang, Lee, Te-Wan, Zangwill, Linda M., Weinreb, Robert N., Goldbaum, Michael H.

Journal:

Investigative Ophthalmology & Visual Science

Year:

2007

Language:

english

File:

PDF, 353 KB

english, 2007

6

Variational Bayesian Learning of ICA with Missing Data

Chan, Kwokleung, Lee, Te-Won, Sejnowski, Terrence J.

Journal:

Neural Computation

Year:

2003

Language:

english

File:

PDF, 1.45 MB

english, 2003

7

[IEEE Proceedings of ICASSP '02 - Orlando, FL, USA (2002.05.13-2002.05.17)] IEEE International Conference on Acoustics Speech and Signal Processing - Application of variational Bayesian PCA for speech feature extraction

Kwon, Oh-Wook, Lee, Te-Won, Chan, Kwokleung

Year:

2002

Language:

english

File:

PDF, 1.75 MB

english, 2002

8

Confocal Scanning Laser Ophthalmoscopy Classifiers and Stereophotograph Evaluation for Prediction of Visual Field Abnormalities in Glaucoma-Suspect Eyes

Bowd, Christopher, Zangwill, Linda M., Medeiros, Felipe A., Hao, Jiucang, Chan, Kwokleung, Lee, Te-Won, Sejnowski, Terrence J., Goldbaum, Michael H., Sample, Pamela A., Crowston, Jonathan G., Weinreb,

Journal:

Investigative Ophthalmology & Visual Science

Year:

2004

File:

PDF, 215 KB

2004

9

Confocal Scanning Laser Ophthalmoscopy Classifiers and Stereophotograph Evaluation for Prediction of Visual Field Abnormalities in Glaucoma-Suspect Eyes

Bowd, Christopher, Zangwill, Linda M., Medeiros, Felipe A., Hao, Jiucang, Chan, Kwokleung, Lee, Te-Won, Sejnowski, Terrence J., Goldbaum, Michael H., Sample, Pamela A., Crowston, Jonathan G., Weinreb,

Journal:

Investigative Ophthalmology & Visual Science

Year:

2004

Language:

english

File:

PDF, 215 KB

english, 2004

10

Using Unsupervised Learning with Independent Component Analysis to Identify Patterns of Glaucomatous Visual Field Defects

Goldbaum, Michael H., Sample, Pamela A., Zhang, Zuohua, Chan, Kwokleung, Hao, Jiucang, Lee, Te-Won, Boden, Catherine, Bowd, Christopher, Bourne, Rupert, Zangwill, Linda, Sejnowski, Terrence, Spinak, D

Journal:

Investigative Ophthalmology & Visual Science

Year:

2005

Language:

english

File:

PDF, 270 KB

english, 2005