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ORCIDSiamak Yousefi
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2024
[j23]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): 111 (2024)- [j22]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: 106061 (2024) - 2023
- [j21]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): 2837-2852 (2023) - [c25]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: 1-6 - [i9]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:
Using Large Language Models to Automate Category and Trend Analysis of Scientific Articles: An Application in Ophthalmology. CoRR abs/2308.16688 (2023) - [i8]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 abs/2309.12361 (2023) - [i7]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 abs/2309.15867 (2023) - [i6]Hina Raja, Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Hira Raja, Alaa A. Abd-alrazaq, Siamak Yousefi, Naoufel Werghi:
A Comprehensive Review of Artificial Intelligence Applications in Major Retinal Conditions. CoRR abs/2311.13710 (2023) - 2022
- [j20]Yeganeh Madadi, Jian Sun, Hao Chen, Robert W. 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): 4321-4329 (2022) - [i5]Yeganeh Madadi, Vahid Seydi, Jian Sun, Edward Chaum, Siamak Yousefi:
Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification. CoRR abs/2209.13420 (2022) - 2021
- [j19]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: 84344-84355 (2021) - [c24]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: 2259-2267 - [c23]Yeganeh Madadi, Vahid Seydi, Jian Sun, Edward Chaum, Siamak Yousefi:
Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification. OMIA@MICCAI 2021: 168-178 - 2020
- [j18]Alexandru Lavric, Valentin Popa, Hidenori Takahashi, Siamak Yousefi:
Detecting Keratoconus From Corneal Imaging Data Using Machine Learning. IEEE Access 8: 149113-149121 (2020) - [c22]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: 3775-3782 - [c21]Krati Gupta, Anshul Thakur, Michael H. Goldbaum, Siamak Yousefi:
Glaucoma Precognition: Recognizing Preclinical Visual Functional Signs of Glaucoma. CVPR Workshops 2020: 4393-4401
2010 – 2019
- 2018
- [j17]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): 383-402 (2018) - [c20]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: 1-6 - [c19]Siamak Yousefi, Tobias Elze, Louis R. Pasquale, Michael V. Boland:
Glaucoma Monitoring Using Manifold Learning and Unsupervised Clustering. IVCNZ 2018: 1-6 - [c18]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: 783-792 - 2017
- [j16]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): 98-104 (2017) - [i4]Siamak Yousefi, Hirokazu Narui, Sankalp Dayal, Stefano Ermon, Shahrokh Valaee:
A Survey of Human Activity Recognition Using WiFi CSI. CoRR abs/1708.07129 (2017) - [i3]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 abs/1709.06021 (2017) - 2016
- [j15]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: 6652-6680 (2016) - [j14]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): 570-573 (2016) - [c17]Ehsan Shahrian Varnousfaderani, Siamak Yousefi, Akram Belghith, Michael H. Goldbaum:
Luminosity and contrast normalization in color retinal images based on standard reference image. Image Processing 2016: 97843N - 2015
- [j13]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: 96-103 (2015) - [j12]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): 2071-2083 (2015) - [c16]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 - [c15]Marzieh Dashti, Simon Yiu, Siamak Yousefi, Fernando Pérez-Cruz, Holger Claussen:
RSSI Localization with Gaussian Processes and Tracking. GLOBECOM Workshops 2015: 1-6 - [c14]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: 742-747 - 2014
- [j11]Reza Pourreza-Shahri, Siamak Yousefi, Nasser Kehtarnavaz:
Optimization method to reduce blocking artifacts in JPEG images. J. Electronic Imaging 23(6): 063023 (2014) - [j10]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): 1079-1091 (2014) - [j9]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): 1143-1154 (2014) - [j8]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): 2112-2124 (2014) - [c13]Siamak Yousefi, Michael H. Goldbaum, Linda M. Zangwill, Felipe A. Medeiros, Christopher Bowd:
Recognizing patterns of visual field loss using unsupervised machine learning. Image Processing 2014: 90342M - [c12]Siamak Yousefi, Xiao-Wen Chang, Benoît Champagne:
Cooperative localization of mobile nodes in NLOS. PIMRC 2014: 275-279 - [c11]Siamak Yousefi, Xiao-Wen Chang, Benoît Champagne:
Distributed cooperative localization in wireless sensor networks without NLOS identification. WPNC 2014: 1-6 - [i2]Siamak Yousefi, Xiao-Wen Chang, Benoît Champagne:
Distributed Cooperative Localization in Wireless Sensor Networks without NLOS Identification. CoRR abs/1403.0503 (2014) - [i1]Siamak Yousefi, Xiao-Wen Chang, Benoît Champagne:
Mobile Localization in Non-Line-of-Sight Using Constrained Square-Root Unscented Kalman Filter. CoRR abs/1405.0212 (2014) - 2013
- [j7]Qolamreza R. Razlighi, Nasser Kehtarnavaz, Siamak Yousefi:
Evaluating similarity measures for brain image registration. J. Vis. Commun. Image Represent. 24(7): 977-987 (2013) - [j6]Siamak Yousefi, Nasser Kehtarnavaz, Yan Cao:
Computationally Tractable Stochastic Image Modeling Based on Symmetric Markov Mesh Random Fields. IEEE Trans. Image Process. 22(6): 2192-2206 (2013) - [c10]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: 171-175 - [c9]Siamak Yousefi, Xiao-Wen Chang, Benoît Champagne:
A joint localization and synchronization technique using time of arrival at multiple antenna receivers. ACSSC 2013: 2017-2021 - 2012
- [j5]Siamak Yousefi, Nasser Kehtarnavaz, Yan Cao, Qolamreza R. Razlighi:
Bilateral Markov mesh random field and its application to image restoration. J. Vis. Commun. Image Represent. 23(7): 1051-1059 (2012) - [j4]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): 1808-1817 (2012) - [c8]Siamak Yousefi, Hamid R. Rabiee, P. Mianjy:
Optimal Exposure detection function for digital and smart-phone camera applications. ICCE 2012: 149-150 - 2011
- [j3]Siamak Yousefi, Mohammad Tauhidur Rahman, Nasser Kehtarnavaz:
A new auto-focus sharpness function for digital and smart-phone cameras. IEEE Trans. Consumer Electron. 57(3): 1003-1009 (2011) - [c7]Siamak Yousefi, Nasser Kehtarnavaz, Ali Gholipour:
Synthesis of cervical tissue second harmonic generation images using Markov random field modeling. EMBC 2011: 6180-6183 - [c6]Siamak Yousefi, Nasser Kehtarnavaz:
A new stochastic image model based on Markov random fields and its application to texture modeling. ICASSP 2011: 1285-1288 - [c5]Mohammad Tauhidur Rahman, Nasser Kehtarnavaz, Siamak Yousefi:
An auto-focus sharpness function for stereo image pairs. ICIP 2011: 633-636 - 2010
- [j2]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): 965-975 (2010) - [j1]Siamak Yousefi, Joakim Jaldén, Thomas Eriksson:
Linear Prediction of Discrete-Time 1/f Processes. IEEE Signal Process. Lett. 17(11): 901-904 (2010) - [c4]Siamak Yousefi, Minh Phuoc Nguyen, Nasser Kehtarnavaz, Yan Cao:
Facial expression recognition based on diffeomorphic matching. ICIP 2010: 4549-4552
2000 – 2009
- 2009
- [c3]Siamak Yousefi, Nasser Kehtarnavaz, Kaundinya S. Gopinath, Richard W. Briggs:
Two-stage registration of substrcutures in magnetic resonance brain images. ICIP 2009: 1729-1732 - 2007
- [c2]Siamak Yousefi, Hamid R. Rabiee, E. Yousefi, Mohammed Ghanbari:
Reversible Date Hiding using Multi Level Integer Wavelet Decomposition and Intelligent Coefficient Selection. ICME 2007: 2130-2133 - 2006
- [c1]Siamak Yousefi, Hamid Reza Rabiee, E. Yousefi, Mohammed Ghanbari:
Improving the Security of the Shi Reversible Data Hiding Algorithm. ICECS 2006: 732-735
Coauthor Index
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