Siamak Yousefi

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 26

Top Topics

Artificial Intelligence

Unscented Kalman Filter

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Yeganeh Madadi, Hashem Abu Serhan, Siamak Yousefi
Domain Adaptation-Based deep learning model for forecasting and diagnosis of glaucoma disease. Biomed. Signal Process. Control. 92 (2024)
Bilal Hassan, Hina Raja, Taimur Hassan, Muhammad Usman Akram, Hira Raja, Alaa A. Abd-alrazaq, Siamak Yousefi, Naoufel Werghi
A comprehensive review of artificial intelligence models for screening major retinal diseases. Artif. Intell. Rev. 57 (5) (2024)
Yeganeh Madadi, Aboozar Monavarfeshani, Hao Chen, W. Daniel Stamer, Robert W. Williams, Siamak Yousefi
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. 20 (5) (2023)
Hina Raja, Asim Munawar, Mohammad Delsoz, Mohammad Elahi, Yeganeh Madadi, Amr Hassan, Hashem Abu Serhan, Onur Inam, Luis Hermandez, Sang Tran, Wuqas Munir, Alaa Abd-Alrazaq, Hao Chen, Siamak Yousefi
Using Large Language Models to Automate Category and Trend Analysis of Scientific Articles: An Application in Ophthalmology. CoRR (2023)
Hina Raja, Taimur Hassan, Bilal Hassan, Naoufel Werghi, Hira Raja, Siamak Yousefi
Contrastive Learning Driven Self-Supervised Framework for Segmentation of Biomarker of Diabetic Macular Edema. CIVEMSA (2023)
Hina Raja, Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Hira Raja, Alaa Abd-Alrazaq, Siamak Yousefi, Naoufel Werghi
A Comprehensive Review of Artificial Intelligence Applications in Major Retinal Conditions. CoRR (2023)
Xiaoqin Huang, Asma Poursoroush, Jian Sun, Michael V. Boland, Chris Johnson, Siamak Yousefi
Identifying factors associated with fast visual field progression in patients with ocular hypertension based on unsupervised machine learning. CoRR (2023)
Yeganeh Madadi, Mohammad Delsoz, Priscilla A. Lao, Joseph W. Fong, TJ Hollingsworth, Malik Y. Kahook, Siamak Yousefi
ChatGPT Assisting Diagnosis of Neuro-ophthalmology Diseases Based on Case Reports. CoRR (2023)
Yeganeh Madadi, Jian Sun, Hao Chen, Robert Williams, Siamak Yousefi
Detecting retinal neural and stromal cell classes and ganglion cell subtypes based on transcriptome data with deep transfer learning. Bioinform. 38 (18) (2022)
Yeganeh Madadi, Vahid Seydi, Jian Sun, Edward Chaum, Siamak Yousefi
Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification. CoRR (2022)
Krati Gupta, Michael H. Goldbaum, Siamak Yousefi
Glaucoma Precognition Based on Confocal Scanning Laser Ophthalmoscopy Images of the Optic Disc Using Convolutional Neural Network. CVPR Workshops (2021)
Yeganeh Madadi, Vahid Seydi, Jian Sun, Edward Chaum, Siamak Yousefi
Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification. OMIA@MICCAI (2021)
Alexandru Lavric, Liliana Anchidin, Valentin Popa, Ali H. Al-Timemy, Zaid Abdi Alkareem Alyasseri, Hidenori Takahashi, Siamak Yousefi, Rossen M. Hazarbassanov
Keratoconus Severity Detection From Elevation, Topography and Pachymetry Raw Data Using a Machine Learning Approach. IEEE Access 9 (2021)
Alexandru Lavric, Valentin Popa, Hidenori Takahashi, Siamak Yousefi
Detecting Keratoconus From Corneal Imaging Data Using Machine Learning. IEEE Access 8 (2020)
Krati Gupta, Anshul Thakur, Michael H. Goldbaum, Siamak Yousefi
Glaucoma Precognition: Recognizing Preclinical Visual Functional Signs of Glaucoma. CVPR Workshops (2020)
Sidharth Mahotra, Mengyu Wang, Tobias Elze, Michael V. Boland, Louis R. Pasquale, Juleke Majoor, Koen A. Vermeer, Chris Johnson, Kouros Nouri-Mahdavi, Hans G. Lemij, Michael H. Goldbaum, Siamak Yousefi
Patterns of retinal nerve fiber layer loss in patients with glaucoma identified by deep archetypal analysis. IEEE BigData (2020)
Siamak Yousefi, Tobias Elze, Louis R. Pasquale, Michael V. Boland
Glaucoma Monitoring Using Manifold Learning and Unsupervised Clustering. IVCNZ (2018)
Mohammad Norouzifard, Ali Nemati, Hamid Gholamhosseini, Reinhard Klette, Kouros Nouri-Mahdavi, Siamak Yousefi
Automated Glaucoma Diagnosis Using Deep and Transfer Learning: Proposal of a System for Clinical Testing. IVCNZ (2018)
Hiroki Sugiura, Taichi Kiwaki, Siamak Yousefi, Hiroshi Murata, Ryo Asaoka, Kenji Yamanishi
Estimating Glaucomatous Visual Sensitivity from Retinal Thickness with Pattern-Based Regularization and Visualization. KDD (2018)
Siamak Yousefi, Xiao-Wen Chang, Henk Wymeersch, Benoît Champagne, Godfried Toussaint
A novel approach for ellipsoidal outer-approximation of the intersection region of ellipses in the plane. Comput. Optim. Appl. 69 (2) (2018)
Siamak Yousefi, Hirokazu Narui, Sankalp Dayal, Stefano Ermon, Shahrokh Valaee
A Survey of Human Activity Recognition Using WiFi CSI. CoRR (2017)
Siamak Yousefi, Xiao-Wen Chang, Henk Wymeersch, Benoît Champagne, Godfried Toussaint
A Novel Approach for Ellipsoidal Outer-Approximation of the Intersection Region of Ellipses in the Plane. CoRR (2017)
Siamak Yousefi, Hirokazu Narui, Sankalp Dayal, Stefano Ermon, Shahrokh Valaee
A Survey on Behavior Recognition Using WiFi Channel State Information. IEEE Commun. Mag. 55 (10) (2017)
Ashraf A. Tahat, Georges Kaddoum, Siamak Yousefi, Shahrokh Valaee, François Gagnon
A Look at the Recent Wireless Positioning Techniques With a Focus on Algorithms for Moving Receivers. IEEE Access 4 (2016)
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)
Siamak Yousefi, Henk Wymeersch, Xiao-Wen Chang, Benoît Champagne
Tight Two-Dimensional Outer-Approximations of Feasible Sets in Wireless Sensor Networks. IEEE Commun. Lett. 20 (3) (2016)
Marzieh Dashti, Simon Yiu, Siamak Yousefi, Fernando Pérez-Cruz, Holger Claussen
RSSI Localization with Gaussian Processes and Tracking. GLOBECOM Workshops (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, Xiao-Wen Chang, Benoît Champagne
Mobile Localization in Non-Line-of-Sight Using Constrained Square-Root Unscented Kalman Filter. IEEE Trans. Veh. Technol. 64 (5) (2015)
Siamak Yousefi, Reza Monir Vaghefi, Xiao-Wen Chang, Benoît Champagne, R. Michael Buehrer
Sensor localization in NLOS environments with anchor uncertainty and unknown clock parameters. ICC Workshops (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)
Reza Pourreza-Shahri, Siamak Yousefi, Nasser Kehtarnavaz
A gradient-based optimization approach for reduction of blocking artifacts in JPEG images. Signal Process. Image Commun. 29 (10) (2014)
Siamak Yousefi, Michael H. Goldbaum, Madhusudhanan Balasubramanian, Tzyy-Ping Jung, Robert N. Weinreb, Felipe A. Medeiros, Linda M. Zangwill, Jeffrey M. Liebmann, Christopher A. Girkin, Christopher Bowd
Glaucoma Progression Detection Using Structural Retinal Nerve Fiber Layer Measurements and Functional Visual Field Points. IEEE Trans. Biomed. Eng. 61 (4) (2014)
Siamak Yousefi, Xiao-Wen Chang, Benoît Champagne
Distributed Cooperative Localization in Wireless Sensor Networks without NLOS Identification. CoRR (2014)
Siamak Yousefi, Xiao-Wen Chang, Benoît Champagne
Distributed cooperative localization in wireless sensor networks without NLOS identification. WPNC (2014)
Reza Pourreza-Shahri, Siamak Yousefi, Nasser Kehtarnavaz
Optimization method to reduce blocking artifacts in JPEG images. J. Electronic Imaging 23 (6) (2014)
Siamak Yousefi, Xiao-Wen Chang, Benoît Champagne
Cooperative localization of mobile nodes in NLOS. PIMRC (2014)
Siamak Yousefi, Michael H. Goldbaum, Madhusudhanan Balasubramanian, Felipe A. Medeiros, Linda M. Zangwill, Jeffrey M. Liebmann, Christopher A. Girkin, Robert N. Weinreb, Christopher Bowd
Learning From Data: Recognizing Glaucomatous Defect Patterns and Detecting Progression From Visual Field Measurements. IEEE Trans. Biomed. Eng. 61 (7) (2014)
Siamak Yousefi, Michael H. Goldbaum, Linda M. Zangwill, Felipe A. Medeiros, Christopher Bowd
Recognizing patterns of visual field loss using unsupervised machine learning. Medical Imaging: Image Processing (2014)
Siamak Yousefi, Xiao-Wen Chang, Benoît Champagne
Mobile Localization in Non-Line-of-Sight Using Constrained Square-Root Unscented Kalman Filter. CoRR (2014)
Siamak Yousefi, Nasser Kehtarnavaz, Yan Cao
Computationally Tractable Stochastic Image Modeling Based on Symmetric Markov Mesh Random Fields. IEEE Trans. Image Process. 22 (6) (2013)
Siamak Yousefi, Xiao-Wen Chang, Benoît Champagne
A joint localization and synchronization technique using time of arrival at multiple antenna receivers. ACSSC (2013)
Qolamreza R. Razlighi, Nasser Kehtarnavaz, Siamak Yousefi
Evaluating similarity measures for brain image registration. J. Vis. Commun. Image Represent. 24 (7) (2013)
Boya Qin, Yunlong Cai, Benoît Champagne, Minjian Zhao, Siamak Yousefi
Low-complexity variable forgetting factor constant modulus RLS-based algorithm for blind adaptive beamforming. ACSSC (2013)
Siamak Yousefi, Nasser Kehtarnavaz, Ali Gholipour
Improved Labeling of Subcortical Brain Structures in Atlas-Based Segmentation of Magnetic Resonance Images. IEEE Trans. Biomed. Eng. 59 (7) (2012)
Siamak Yousefi, Nasser Kehtarnavaz, Y. Cao, Qolamreza R. Razlighi
Bilateral Markov mesh random field and its application to image restoration. J. Vis. Commun. Image Represent. 23 (7) (2012)
Siamak Yousefi, Hamid R. Rabiee, P. Mianjy
Optimal Exposure detection function for digital and smart-phone camera applications. ICCE (2012)
Siamak Yousefi, Mohammad T. Rahman, Nasser Kehtarnavaz
A new auto-focus sharpness function for digital and smart-phone cameras. IEEE Trans. Consumer Electron. 57 (3) (2011)
Siamak Yousefi, Nasser Kehtarnavaz, Ali Gholipour
Synthesis of cervical tissue second harmonic generation images using Markov random field modeling. EMBC (2011)
Mohammad T. Rahman, Nasser Kehtarnavaz, Siamak Yousefi
An auto-focus sharpness function for stereo image pairs. ICIP (2011)
Siamak Yousefi, Nasser Kehtarnavaz
A new stochastic image model based on Markov random fields and its application to texture modeling. ICASSP (2011)
Ali Gholipour, Nasser Kehtarnavaz, Siamak Yousefi, Kaundinya S. Gopinath, Richard W. Briggs
Symmetric deformable image registration via optimization of information theoretic measures. Image Vis. Comput. 28 (6) (2010)
Siamak Yousefi, Joakim Jaldén, Thomas Eriksson
Linear Prediction of Discrete-Time 1/f Processes. IEEE Signal Process. Lett. 17 (11) (2010)
Siamak Yousefi, Minh Phuoc Nguyen, Nasser Kehtarnavaz, Yan Cao
Facial expression recognition based on diffeomorphic matching. ICIP (2010)
Siamak Yousefi, Nasser Kehtarnavaz, Kaundinya S. Gopinath, Richard W. Briggs
Two-stage registration of substrcutures in magnetic resonance brain images. ICIP (2009)
Siamak Yousefi, Hamid R. Rabiee, E. Yousefi, Mohammed Ghanbari
Reversible Date Hiding using Multi Level Integer Wavelet Decomposition and Intelligent Coefficient Selection. ICME (2007)
Siamak Yousefi, Hamid Reza Rabiee, E. Yousefi, Mohammed Ghanbari
Improving the Security of the Shi Reversible Data Hiding Algorithm. ICECS (2006)