Siamak Yousefi

59 papers A* 1A 1B 6C 1Misc 6Journal 34Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CornOrb: A Multimodal Dataset of Orbscan Corneal Topography and Clinical Annotations for Keratoconus Detection. CoRR Mohammed El Amine Lazouni, Leila Ryma Lazouni, Elaouaber Zineb Aziza, Mohammed Ammar, Sofiane Zehar, Mohammed Youcef Bouayad Agha, Ahmed Lazouni, Amel Feroui, Ali H. Al-Timemy, Siamak Yousefi, Mostafa El Habib Daho
2026	J	`jnl`	JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge. IEEE Trans. Medical Imaging Yeganeh Madadi, Hina Raja, Koenraad A. Vermeer, Hans G. Lemij, Xiaoqin Huang, Eunjin Kim, Seunghoon Lee, Gitaek Kwon, Hyunwoo Kim, Jaeyoung Kim, Adrian Galdran, Miguel Ángel González Ballester, Dan Presil, Kristhian Aguilar, Victor Cavalcante, Celso B. Carvalho, Waldir Sabino da Silva Júnior, Mateus Oliveira, Hui Lin, Charilaos Apostolidis, Aggelos K. Katsaggelos, Tomasz Kubrak, Ángela Casado-García, Jónathan Heras, Marcos Ortega, Lucía Ramos, Philippe Zhang, Yihao Li, Jing Zhang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho, Madukuri Shaurya, Anumeha Varma, Monika Agrawal, Siamak Yousefi
2024	J	`jnl`	A comprehensive review of artificial intelligence models for screening major retinal diseases. Artif. Intell. Rev. Bilal Hassan, Hina Raja, Taimur Hassan, Muhammad Usman Akram, Hira Raja, Alaa A. Abd-Alrazaq, Siamak Yousefi, Naoufel Werghi
2024	J	`jnl`	Domain Adaptation-Based deep learning model for forecasting and diagnosis of glaucoma disease. Biomed. Signal Process. Control. Yeganeh Madadi, Hashem Abu Serhan, Siamak Yousefi
2023	J	`jnl`	A Comprehensive Review of Artificial Intelligence Applications in Major Retinal Conditions. CoRR Hina Raja, Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Hira Raja, Alaa A. Abd-Alrazaq, Siamak Yousefi, Naoufel Werghi
2023	J	`jnl`	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. Yeganeh Madadi, Aboozar Monavarfeshani, Hao Chen, W. Daniel Stamer, Robert W. Williams, Siamak Yousefi
2023	J	`jnl`	ChatGPT Assisting Diagnosis of Neuro-ophthalmology Diseases Based on Case Reports. CoRR Yeganeh Madadi, Mohammad Delsoz, Priscilla A. Lao, Joseph W. Fong, TJ Hollingsworth, Malik Y. Kahook, Siamak Yousefi
2023	—	`conf`	Contrastive Learning Driven Self-Supervised Framework for Segmentation of Biomarker of Diabetic Macular Edema. CIVEMSA Hina Raja, Taimur Hassan, Bilal Hassan, Naoufel Werghi, Hira Raja, Siamak Yousefi
2023	J	`jnl`	Identifying factors associated with fast visual field progression in patients with ocular hypertension based on unsupervised machine learning. CoRR Xiaoqin Huang, Asma Poursoroush, Jian Sun, Michael V. Boland, Chris Johnson, Siamak Yousefi
2023	J	`jnl`	Using Large Language Models to Automate Category and Trend Analysis of Scientific Articles: An Application in Ophthalmology. CoRR Hina Raja, Asim Munawar, Mohammad Delsoz, Mohammad Elahi, Yeganeh Madadi, Amr Hassan, Hashem Abu Serhan, Onur Inam, Luis Hermandez, Sang Tran, Wuqas Munir, Alaa A. Abd-Alrazaq, Hao Chen, Siamak Yousefi
2022	J	`jnl`	Detecting retinal neural and stromal cell classes and ganglion cell subtypes based on transcriptome data with deep transfer learning. Bioinform. Yeganeh Madadi, Jian Sun, Hao Chen, Robert W. Williams, Siamak Yousefi
2022	J	`jnl`	Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification. CoRR Yeganeh Madadi, Vahid Seydi, Jian Sun, Edward Chaum, Siamak Yousefi
2021	—	`conf`	Glaucoma Precognition Based on Confocal Scanning Laser Ophthalmoscopy Images of the Optic Disc Using Convolutional Neural Network. CVPR Workshops Krati Gupta, Michael H. Goldbaum, Siamak Yousefi
2021	J	`jnl`	Keratoconus Severity Detection From Elevation, Topography and Pachymetry Raw Data Using a Machine Learning Approach. IEEE Access Alexandru Lavric, Liliana Anchidin, Valentin Popa, Ali H. Al-Timemy, Zaid Abdi Alkareem Alyasseri, Hidenori Takahashi, Siamak Yousefi, Rossen M. Hazarbassanov
2021	—	`conf`	Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification. OMIA@MICCAI Yeganeh Madadi, Vahid Seydi, Jian Sun, Edward Chaum, Siamak Yousefi
2020	J	`jnl`	Detecting Keratoconus From Corneal Imaging Data Using Machine Learning. IEEE Access Alexandru Lavric, Valentin Popa, Hidenori Takahashi, Siamak Yousefi
2020	—	`conf`	Glaucoma Precognition: Recognizing Preclinical Visual Functional Signs of Glaucoma. CVPR Workshops Krati Gupta, Anshul Thakur, Michael H. Goldbaum, Siamak Yousefi
2020	—	`conf`	Patterns of retinal nerve fiber layer loss in patients with glaucoma identified by deep archetypal analysis. IEEE BigData 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
2018	J	`jnl`	A novel approach for ellipsoidal outer-approximation of the intersection region of ellipses in the plane. Comput. Optim. Appl. Siamak Yousefi, Xiao-Wen Chang, Henk Wymeersch, Benoît Champagne, Godfried Toussaint
2018	Misc	`conf`	Automated Glaucoma Diagnosis Using Deep and Transfer Learning: Proposal of a System for Clinical Testing. IVCNZ Mohammad Norouzifard, Ali Nemati, Hamid Gholamhosseini, Reinhard Klette, Kouros Nouri-Mahdavi, Siamak Yousefi
2018	A*	`conf`	Estimating Glaucomatous Visual Sensitivity from Retinal Thickness with Pattern-Based Regularization and Visualization. KDD Hiroki Sugiura, Taichi Kiwaki, Siamak Yousefi, Hiroshi Murata, Ryo Asaoka, Kenji Yamanishi
2018	Misc	`conf`	Glaucoma Monitoring Using Manifold Learning and Unsupervised Clustering. IVCNZ Siamak Yousefi, Tobias Elze, Louis R. Pasquale, Michael V. Boland
2017	J	`jnl`	A Novel Approach for Ellipsoidal Outer-Approximation of the Intersection Region of Ellipses in the Plane. CoRR Siamak Yousefi, Xiao-Wen Chang, Henk Wymeersch, Benoît Champagne, Godfried Toussaint
2017	J	`jnl`	A Survey of Human Activity Recognition Using WiFi CSI. CoRR Siamak Yousefi, Hirokazu Narui, Sankalp Dayal, Stefano Ermon, Shahrokh Valaee
2017	J	`jnl`	A Survey on Behavior Recognition Using WiFi Channel State Information. IEEE Commun. Mag. Siamak Yousefi, Hirokazu Narui, Sankalp Dayal, Stefano Ermon, Shahrokh Valaee
2016	J	`jnl`	A Look at the Recent Wireless Positioning Techniques With a Focus on Algorithms for Moving Receivers. IEEE Access Ashraf A. Tahat, Georges Kaddoum, Siamak Yousefi, Shahrokh Valaee, François Gagnon
2016	B	`conf`	Luminosity and contrast normalization in color retinal images based on standard reference image. Image Processing Ehsan Shahrian Varnousfaderani, Siamak Yousefi, Akram Belghith, Michael H. Goldbaum
2016	J	`jnl`	Tight Two-Dimensional Outer-Approximations of Feasible Sets in Wireless Sensor Networks. IEEE Commun. Lett. Siamak Yousefi, Henk Wymeersch, Xiao-Wen Chang, Benoît Champagne
2015	J	`jnl`	Detecting glaucomatous change in visual fields: Analysis with an optimization framework. J. Biomed. Informatics 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
2015	J	`jnl`	Mobile Localization in Non-Line-of-Sight Using Constrained Square-Root Unscented Kalman Filter. IEEE Trans. Veh. Technol. Siamak Yousefi, Xiao-Wen Chang, Benoît Champagne
2015	—	`conf`	RSSI Localization with Gaussian Processes and Tracking. GLOBECOM Workshops Marzieh Dashti, Simon Yiu, Siamak Yousefi, Fernando Pérez-Cruz, Holger Claussen
2015	—	`conf`	Sensor localization in NLOS environments with anchor uncertainty and unknown clock parameters. ICC Workshops Siamak Yousefi, Reza Monir Vaghefi, Xiao-Wen Chang, Benoît Champagne, R. Michael Buehrer
2015	Misc	`conf`	Vessel Delineation in Retinal Images using Leung-Malik filters and Two Levels Hierarchical Learning. AMIA Ehsan Shahrian Varnousfaderani, Siamak Yousefi, Christopher Bowd, Akram Belghith, Michael H. Goldbaum
2014	J	`jnl`	A gradient-based optimization approach for reduction of blocking artifacts in JPEG images. Signal Process. Image Commun. Reza Pourreza-Shahri, Siamak Yousefi, Nasser Kehtarnavaz
2014	B	`conf`	Cooperative localization of mobile nodes in NLOS. PIMRC Siamak Yousefi, Xiao-Wen Chang, Benoît Champagne
2014	J	`jnl`	Distributed Cooperative Localization in Wireless Sensor Networks without NLOS Identification. CoRR Siamak Yousefi, Xiao-Wen Chang, Benoît Champagne
2014	—	`conf`	Distributed cooperative localization in wireless sensor networks without NLOS identification. WPNC Siamak Yousefi, Xiao-Wen Chang, Benoît Champagne
2014	J	`jnl`	Glaucoma Progression Detection Using Structural Retinal Nerve Fiber Layer Measurements and Functional Visual Field Points. IEEE Trans. Biomed. Eng. 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
2014	J	`jnl`	Learning From Data: Recognizing Glaucomatous Defect Patterns and Detecting Progression From Visual Field Measurements. IEEE Trans. Biomed. Eng. Siamak Yousefi, Michael H. Goldbaum, Madhusudhanan Balasubramanian, Felipe A. Medeiros, Linda M. Zangwill, Jeffrey M. Liebmann, Christopher A. Girkin, Robert N. Weinreb, Christopher Bowd
2014	J	`jnl`	Mobile Localization in Non-Line-of-Sight Using Constrained Square-Root Unscented Kalman Filter. CoRR Siamak Yousefi, Xiao-Wen Chang, Benoît Champagne
2014	J	`jnl`	Optimization method to reduce blocking artifacts in JPEG images. J. Electronic Imaging Reza Pourreza-Shahri, Siamak Yousefi, Nasser Kehtarnavaz
2014	B	`conf`	Recognizing patterns of visual field loss using unsupervised machine learning. Image Processing Siamak Yousefi, Michael H. Goldbaum, Linda M. Zangwill, Felipe A. Medeiros, Christopher Bowd
2013	Misc	`conf`	A joint localization and synchronization technique using time of arrival at multiple antenna receivers. ACSSC Siamak Yousefi, Xiao-Wen Chang, Benoît Champagne
2013	J	`jnl`	Computationally Tractable Stochastic Image Modeling Based on Symmetric Markov Mesh Random Fields. IEEE Trans. Image Process. Siamak Yousefi, Nasser Kehtarnavaz, Yan Cao
2013	J	`jnl`	Evaluating similarity measures for brain image registration. J. Vis. Commun. Image Represent. Qolamreza R. Razlighi, Nasser Kehtarnavaz, Siamak Yousefi
2013	Misc	`conf`	Low-complexity variable forgetting factor constant modulus RLS-based algorithm for blind adaptive beamforming. ACSSC Boya Qin, Yunlong Cai, Benoît Champagne, Minjian Zhao, Siamak Yousefi
2012	J	`jnl`	Bilateral Markov mesh random field and its application to image restoration. J. Vis. Commun. Image Represent. Siamak Yousefi, Nasser Kehtarnavaz, Yan Cao, Qolamreza R. Razlighi
2012	J	`jnl`	Improved Labeling of Subcortical Brain Structures in Atlas-Based Segmentation of Magnetic Resonance Images. IEEE Trans. Biomed. Eng. Siamak Yousefi, Nasser Kehtarnavaz, Ali Gholipour
2012	C	`conf`	Optimal Exposure detection function for digital and smart-phone camera applications. ICCE Siamak Yousefi, Hamid R. Rabiee, P. Mianjy
2011	J	`jnl`	A new auto-focus sharpness function for digital and smart-phone cameras. IEEE Trans. Consumer Electron. Siamak Yousefi, Mohammad Tauhidur Rahman, Nasser Kehtarnavaz
2011	Misc	`conf`	A new stochastic image model based on Markov random fields and its application to texture modeling. ICASSP Siamak Yousefi, Nasser Kehtarnavaz
2011	B	`conf`	An auto-focus sharpness function for stereo image pairs. ICIP Mohammad Tauhidur Rahman, Nasser Kehtarnavaz, Siamak Yousefi
2011	—	`conf`	Synthesis of cervical tissue second harmonic generation images using Markov random field modeling. EMBC Siamak Yousefi, Nasser Kehtarnavaz, Ali Gholipour
2010	B	`conf`	Facial expression recognition based on diffeomorphic matching. ICIP Siamak Yousefi, Minh Phuoc Nguyen, Nasser Kehtarnavaz, Yan Cao
2010	J	`jnl`	Linear Prediction of Discrete-Time 1/f Processes. IEEE Signal Process. Lett. Siamak Yousefi, Joakim Jaldén, Thomas Eriksson
2010	J	`jnl`	Symmetric deformable image registration via optimization of information theoretic measures. Image Vis. Comput. Ali Gholipour, Nasser Kehtarnavaz, Siamak Yousefi, Kaundinya S. Gopinath, Richard W. Briggs
2009	B	`conf`	Two-stage registration of substrcutures in magnetic resonance brain images. ICIP Siamak Yousefi, Nasser Kehtarnavaz, Kaundinya S. Gopinath, Richard W. Briggs
2007	A	`conf`	Reversible Date Hiding using Multi Level Integer Wavelet Decomposition and Intelligent Coefficient Selection. ICME Siamak Yousefi, Hamid R. Rabiee, Ebrahim Yousefi, Mohammed Ghanbari
2006	—	`conf`	Improving the Security of the Shi Reversible Data Hiding Algorithm. ICECS Siamak Yousefi, H. R. Rabiee, Ebrahim Yousefi, Mohammed Ghanbari