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Neural network surrogate and projected gradient descent for fast and reliable finite element model calibration: A case study on an intervertebral disc
Atad, Matan, Gruber, Gabriel, Ribeiro, Marx, Nicolini, Luis Fernando, Graf, Robert, Möller, Hendrik, Nispel, Kati, Ezhov, Ivan, Rueckert, Daniel, Kirschke, Jan S.
Published in Computers in biology and medicine (01.03.2025)
Published in Computers in biology and medicine (01.03.2025)
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Journal Article
Fast Localization and Segmentation of Optic Disk in Retinal Images Using Directional Matched Filtering and Level Sets
Yu, H., Barriga, E. S., Agurto, C., Echegaray, S., Pattichis, M. S., Bauman, W., Soliz, P.
Published in IEEE transactions on information technology in biomedicine (01.07.2012)
Published in IEEE transactions on information technology in biomedicine (01.07.2012)
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Journal Article
Identification of different manifestations of nonlinear stick–slip phenomena during creep groan braking noise by using the unsupervised learning algorithms k-means and self-organizing map
Prezelj, Jurij, Murovec, Jure, Huemer-Kals, Severin, Häsler, Karl, Fischer, Peter
Published in Mechanical systems and signal processing (01.03.2022)
Published in Mechanical systems and signal processing (01.03.2022)
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Journal Article
A fast algorithm for optic disc segmentation in fundus images
Santhakumar, R., Rajkumar, E. R., Tandur, Megha, Geetha, K. S., Rajamani, Kumar Thirunellai, Haritz, Girish
Published in 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI) (01.09.2016)
Published in 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI) (01.09.2016)
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Conference Proceeding
Progression of Patterns (POP): A Machine Classifier Algorithm to Identify Glaucoma Progression in Visual Fields
Goldbaum, Michael H., Lee, Intae, Jang, Giljin, Balasubramanian, Madhusudhanan, Sample, Pamela A., Weinreb, Robert N., Liebmann, Jeffrey M., Girkin, Christopher A., Anderson, Douglas R., Zangwill, Linda M., Fredette, Marie-Josee, Jung, Tzyy-Ping, Medeiros, Felipe A., Bowd, Christopher
Published in Investigative ophthalmology & visual science (25.09.2012)
Published in Investigative ophthalmology & visual science (25.09.2012)
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Journal Article
Fast and automatic algorithm for optic disc extraction in retinal images using principle-component-analysis-based preprocessing and curvelet transform
Shahbeig, Saleh, Pourghassem, Hossein
Published in Journal of the Optical Society of America. A, Optics, image science, and vision (01.01.2013)
Published in Journal of the Optical Society of America. A, Optics, image science, and vision (01.01.2013)
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Journal Article
Development of a Machine-Learning Algorithm to Identify Cauda Equina Compression on Magnetic Resonance Imaging Scans
Biswas, Sayan, Sarkar, Ved, MacArthur, Joshua Ian, Guo, Li, Deng, Xutao, Snowdon, Ella, Ahmed, Hamza, Tetlow, Callum, George, K. Joshi
Published in World neurosurgery (01.03.2025)
Published in World neurosurgery (01.03.2025)
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Journal Article
Prediction of visual field progression with serial optic disc photographs using deep learning
Mohammadzadeh, Vahid, Wu, Sean, Davis, Tyler, Vepa, Arvind, Morales, Esteban, Besharati, Sajad, Edalati, Kiumars, Martinyan, Jack, Rafiee, Mahshad, Martynian, Arthur, Scalzo, Fabien, Caprioli, Joseph, Nouri-Mahdavi, Kouros
Published in British journal of ophthalmology (23.07.2024)
Published in British journal of ophthalmology (23.07.2024)
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Journal Article
Segmentation of the Optic Disc in 3-D OCT Scans of the Optic Nerve Head
Kyungmoo Lee, Niemeijer, M., Garvin, M.K., Kwon, Y.H., Sonka, M., Abramoff, M.D.
Published in IEEE transactions on medical imaging (01.01.2010)
Published in IEEE transactions on medical imaging (01.01.2010)
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Journal Article
A new and effective method for human retina optic disc segmentation with fuzzy clustering method based on active contour model
Abdullah, Ahmad S., Rahebi, Javad, Özok, Yasa Ekşioğlu, Aljanabi, Mohanad
Published in Medical & biological engineering & computing (01.01.2020)
Published in Medical & biological engineering & computing (01.01.2020)
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Journal Article
Neural Network Surrogate and Projected Gradient Descent for Fast and Reliable Finite Element Model Calibration: a Case Study on an Intervertebral Disc
Atad, Matan, Gruber, Gabriel, Marx Ribeiro, Nicolini, Luis Fernando, Graf, Robert, Möller, Hendrik, Nispel, Kati, Ezhov, Ivan, Rueckert, Daniel, Kirschke, Jan S
Published in arXiv.org (09.12.2024)
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Published in arXiv.org (09.12.2024)
Paper
Accurate, fast, data efficient and interpretable glaucoma diagnosis with automated spatial analysis of the whole cup to disc profile
MacCormick, Ian J. C., Williams, Bryan M., Zheng, Yalin, Li, Kun, Al-Bander, Baidaa, Czanner, Silvester, Cheeseman, Rob, Willoughby, Colin E., Brown, Emery N., Spaeth, George L., Czanner, Gabriela
Published in PloS one (10.01.2019)
Published in PloS one (10.01.2019)
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Journal Article
Machine learning for glaucoma detection using fundus images
Elmoufidi, Abdelali, El Hossi, Amine, Nachaoui, Mourad
Published in Research on biomedical engineering (01.12.2023)
Published in Research on biomedical engineering (01.12.2023)
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Journal Article
Automated image alignment and segmentation to follow progression of geographic atrophy in age-related macular degeneration
Ramsey, David J, Sunness, Janet S, Malviya, Poorva, Applegate, Carol, Hager, Gregory D, Handa, James T
Published in Retina (Philadelphia, Pa.) (01.07.2014)
Published in Retina (Philadelphia, Pa.) (01.07.2014)
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Journal Article