List of works - Madhusudhanan Balasubramanian

A unified framework for glaucoma progression detection using Heidelberg Retina Tomograph images

scientific article

Agreement between the Heidelberg Retina Tomograph (HRT) stereometric parameters estimated using HRT-I and HRT-II.

scientific article

Clinical evaluation of the proper orthogonal decomposition framework for detecting glaucomatous changes in human subjects

scientific article published on 6 August 2009

Clinicians agreement in establishing glaucomatous progression using the Heidelberg retina tomograph

scientific article

Detecting glaucoma progression from localized rates of retinal changes in parametric and nonparametric statistical framework with type I error control

scientific article

Determinants of agreement between the confocal scanning laser tomograph and standardized assessment of glaucomatous progression

scientific article

Effect of image quality on tissue thickness measurements obtained with spectral domain-optical coherence tomography

scientific article published on March 2009

Glaucoma progression detection using nonlocal Markov random field prior

scientific article published on October 2014

Glaucoma progression detection using structural retinal nerve fiber layer measurements and functional visual field points

scientific article

Glaucoma progression detection using variational expectation maximization algorithm

Glaucomatous patterns in Frequency Doubling Technology (FDT) perimetry data identified by unsupervised machine learning classifiers

scientific article

Learning from data: recognizing glaucomatous defect patterns and detecting progression from visual field measurements

scientific article

Learning from healthy and stable eyes: A new approach for detection of glaucomatous progression

scientific article published on 23 April 2015

Localized glaucomatous change detection within the proper orthogonal decomposition framework

scientific article

Performance of confocal scanning laser tomograph Topographic Change Analysis (TCA) for assessing glaucomatous progression

scientific article

Predicting glaucomatous progression in glaucoma suspect eyes using relevance vector machine classifiers for combined structural and functional measurements

scientific article

Progression of patterns (POP): a machine classifier algorithm to identify glaucoma progression in visual fields

scientific article

Spectral domain-optical coherence tomography to detect localized retinal nerve fiber layer defects in glaucomatous eyes

scientific article

Unsupervised Gaussian Mixture-Model With Expectation Maximization for Detecting Glaucomatous Progression in Standard Automated Perimetry Visual Fields

scientific article published on 3 May 2016

List of works by Madhusudhanan Balasubramanian

A unified framework for glaucoma progression detection using Heidelberg Retina Tomograph images

Agreement between the Heidelberg Retina Tomograph (HRT) stereometric parameters estimated using HRT-I and HRT-II.

Clinical evaluation of the proper orthogonal decomposition framework for detecting glaucomatous changes in human subjects

Clinicians agreement in establishing glaucomatous progression using the Heidelberg retina tomograph

Detecting glaucoma progression from localized rates of retinal changes in parametric and nonparametric statistical framework with type I error control

Determinants of agreement between the confocal scanning laser tomograph and standardized assessment of glaucomatous progression

Effect of image quality on tissue thickness measurements obtained with spectral domain-optical coherence tomography

Glaucoma progression detection using nonlocal Markov random field prior

Glaucoma progression detection using structural retinal nerve fiber layer measurements and functional visual field points

Glaucoma progression detection using variational expectation maximization algorithm

Glaucomatous patterns in Frequency Doubling Technology (FDT) perimetry data identified by unsupervised machine learning classifiers

Learning from data: recognizing glaucomatous defect patterns and detecting progression from visual field measurements

Learning from healthy and stable eyes: A new approach for detection of glaucomatous progression

Localized glaucomatous change detection within the proper orthogonal decomposition framework

Performance of confocal scanning laser tomograph Topographic Change Analysis (TCA) for assessing glaucomatous progression

Predicting glaucomatous progression in glaucoma suspect eyes using relevance vector machine classifiers for combined structural and functional measurements

Progression of patterns (POP): a machine classifier algorithm to identify glaucoma progression in visual fields

Spectral domain-optical coherence tomography to detect localized retinal nerve fiber layer defects in glaucomatous eyes

Unsupervised Gaussian Mixture-Model With Expectation Maximization for Detecting Glaucomatous Progression in Standard Automated Perimetry Visual Fields