Akram Belghith

Publication Activity (10 Years)

Years Active: 2009-2016
Publications (10 Years): 5

Top Topics

Diabetic Retinopathy

Expectation Maximization

Top Venues

Artif. Intell. Medicine

Medical Imaging: Computer-Aided Diagnosis

Signal Image Video Process.

Publications

Ehsan Shahrian Varnousfaderani, Siamak Yousefi, Akram Belghith, Michael H. Goldbaum
Luminosity and contrast normalization in color retinal images based on standard reference image. Medical Imaging: Image Processing (2016)
Akram Belghith, Christopher Bowd, Felipe A. Medeiros, Robert N. Weinreb, Linda M. Zangwill
Automated segmentation of anterior lamina cribrosa surface: How the lamina cribrosa responds to intraocular pressure change in glaucoma eyes? ISBI (2015)
Akram Belghith, Christopher Bowd, Felipe A. Medeiros, Madhusudhanan Balasubramanian, Robert N. Weinreb, Linda M. Zangwill
Learning from healthy and stable eyes: A new approach for detection of glaucomatous progression. Artif. Intell. Medicine 64 (2) (2015)
Ehsan Shahrian Varnousfaderani, Siamak Yousefi, Christopher Bowd, Akram Belghith, Michael H. Goldbaum
Vessel Delineation in Retinal Images using Leung-Malik filters and Two Levels Hierarchical Learning. AMIA (2015)
Siamak Yousefi, Michael H. Goldbaum, Ehsan Shahrian Varnousfaderani, Akram Belghith, Tzyy-Ping Jung, Felipe A. Medeiros, Linda M. Zangwill, Robert N. Weinreb, Jeffrey M. Liebmann, Christopher A. Girkin, Christopher Bowd
Detecting glaucomatous change in visual fields: Analysis with an optimization framework. J. Biomed. Informatics 58 (2015)
Akram Belghith, Christopher Bowd, Robert N. Weinreb, Linda M. Zangwill
A joint estimation detection of Glaucoma progression in 3D spectral domain optical coherence tomography optic nerve head images. Medical Imaging: Computer-Aided Diagnosis (2014)
Akram Belghith, Christopher Bowd, Robert N. Weinreb, Linda M. Zangwill
A hierarchical framework for estimating neuroretinal rim area using 3D spectral domain optical coherence tomography (SD-OCT) optic nerve head (ONH) images of healthy and glaucoma eyes. EMBC (2014)
Akram Belghith, Madhusudhanan Balasubramanian, Christopher Bowd, Robert N. Weinreb, Linda M. Zangwill
A unified framework for glaucoma progression detection using Heidelberg Retina Tomograph images. Comput. Medical Imaging Graph. 38 (5) (2014)
Akram Belghith, Christophe Collet, Lucien Rumbach, Jean-Paul Armspach
A unified framework for peak detection and alignment: application to HR-MAS 2D NMR spectroscopy. Signal Image Video Process. 7 (5) (2013)
Akram Belghith, Christophe Collet, Jean-Paul Armspach
Change detection based on a support vector data description that treats dependency. Pattern Recognit. Lett. 34 (3) (2013)
Akram Belghith, Madhusudhanan Balasubramanian, Christopher Bowd, Robert N. Weinreb, Linda M. Zangwill
Glaucoma progression detection using variational expectation maximization algorithm. ISBI (2013)
Akram Belghith, Christophe Collet, Jean-Paul Armspach
A Unified Framework for Peak Detection and Alignment: Application to HR-MAS 2D NMR Spectroscopy. MDA (2011)
Akram Belghith, Christophe Collet, Jean-Paul Armspach
Change-detection based on support vector data description handling dependency. ICIP (2011)
Akram Belghith, Christophe Collet, Jean-Paul Armspach
A statistical framework for biomarker identification of biopsies using HR-MAS HSQC spectroscopy. ISBI (2011)
Steven Le Cam, Akram Belghith, Christophe Collet, Fabien Salzenstein
Wheezing sounds detection using multivariate generalized gaussian distributions. ICASSP (2009)