Siamak Yousefi
Orcid: 0000-0001-5028-3764
According to our database1,
Siamak Yousefi
authored at least 51 papers
between 2006 and 2023.
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Bibliography
2023
Artificial Intelligence Models for Cell Type and Subtype Identification Based on Single-Cell RNA Sequencing Data in Vision Science.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023
A Comprehensive Review of Artificial Intelligence Applications in Major Retinal Conditions.
CoRR, 2023
Identifying factors associated with fast visual field progression in patients with ocular hypertension based on unsupervised machine learning.
CoRR, 2023
CoRR, 2023
Using Large Language Models to Automate Category and Trend Analysis of Scientific Articles: An Application in Ophthalmology.
CoRR, 2023
Contrastive Learning Driven Self-Supervised Framework for Segmentation of Biomarker of Diabetic Macular Edema.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2023
2022
Detecting retinal neural and stromal cell classes and ganglion cell subtypes based on transcriptome data with deep transfer learning.
Bioinform., 2022
2021
Keratoconus Severity Detection From Elevation, Topography and Pachymetry Raw Data Using a Machine Learning Approach.
IEEE Access, 2021
Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification.
Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021
Glaucoma Precognition Based on Confocal Scanning Laser Ophthalmoscopy Images of the Optic Disc Using Convolutional Neural Network.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
IEEE Access, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Patterns of retinal nerve fiber layer loss in patients with glaucoma identified by deep archetypal analysis.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2018
A novel approach for ellipsoidal outer-approximation of the intersection region of ellipses in the plane.
Comput. Optim. Appl., 2018
Estimating Glaucomatous Visual Sensitivity from Retinal Thickness with Pattern-Based Regularization and Visualization.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018
Automated Glaucoma Diagnosis Using Deep and Transfer Learning: Proposal of a System for Clinical Testing.
Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018
2017
IEEE Commun. Mag., 2017
2016
Tight Two-Dimensional Outer-Approximations of Feasible Sets in Wireless Sensor Networks.
IEEE Commun. Lett., 2016
A Look at the Recent Wireless Positioning Techniques With a Focus on Algorithms for Moving Receivers.
IEEE Access, 2016
Luminosity and contrast normalization in color retinal images based on standard reference image.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
2015
Mobile Localization in Non-Line-of-Sight Using Constrained Square-Root Unscented Kalman Filter.
IEEE Trans. Veh. Technol., 2015
Detecting glaucomatous change in visual fields: Analysis with an optimization framework.
J. Biomed. Informatics, 2015
Sensor localization in NLOS environments with anchor uncertainty and unknown clock parameters.
Proceedings of the IEEE International Conference on Communication, 2015
Proceedings of the 2015 IEEE Globecom Workshops, San Diego, CA, USA, December 6-10, 2015, 2015
Vessel Delineation in Retinal Images using Leung-Malik filters and Two Levels Hierarchical Learning.
Proceedings of the AMIA 2015, 2015
2014
Learning From Data: Recognizing Glaucomatous Defect Patterns and Detecting Progression From Visual Field Measurements.
IEEE Trans. Biomed. Eng., 2014
Glaucoma Progression Detection Using Structural Retinal Nerve Fiber Layer Measurements and Functional Visual Field Points.
IEEE Trans. Biomed. Eng., 2014
A gradient-based optimization approach for reduction of blocking artifacts in JPEG images.
Signal Process. Image Commun., 2014
J. Electronic Imaging, 2014
Distributed cooperative localization in wireless sensor networks without NLOS identification.
Proceedings of the 11th Workshop on Positioning, Navigation and Communication, 2014
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
2013
Computationally Tractable Stochastic Image Modeling Based on Symmetric Markov Mesh Random Fields.
IEEE Trans. Image Process., 2013
J. Vis. Commun. Image Represent., 2013
A joint localization and synchronization technique using time of arrival at multiple antenna receivers.
Proceedings of the 2013 Asilomar Conference on Signals, 2013
Low-complexity variable forgetting factor constant modulus RLS-based algorithm for blind adaptive beamforming.
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
Improved Labeling of Subcortical Brain Structures in Atlas-Based Segmentation of Magnetic Resonance Images.
IEEE Trans. Biomed. Eng., 2012
J. Vis. Commun. Image Represent., 2012
Proceedings of the IEEE International Conference on Consumer Electronics, 2012
2011
IEEE Trans. Consumer Electron., 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
A new stochastic image model based on Markov random fields and its application to texture modeling.
Proceedings of the IEEE International Conference on Acoustics, 2011
Synthesis of cervical tissue second harmonic generation images using Markov random field modeling.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Symmetric deformable image registration via optimization of information theoretic measures.
Image Vis. Comput., 2010
Proceedings of the International Conference on Image Processing, 2010
2009
Proceedings of the International Conference on Image Processing, 2009
2007
Reversible Date Hiding using Multi Level Integer Wavelet Decomposition and Intelligent Coefficient Selection.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007
2006
Proceedings of the 13th IEEE International Conference on Electronics, 2006