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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
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
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
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
Comparison of different MRI-based unsupervised segmentation algorithms in predicting sarcopenia
Zuo, Huayan, Wang, Qiyang, Bi, Guoli, Wang, Yijin, Yang, Guang, Zhang, Chengxiu, Song, Yang, Wu, Yunzhu, Gong, Xiarong, Bi, Qiu
Published in European journal of radiology (01.12.2024)
Published in European journal of radiology (01.12.2024)
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Journal Article
RETRACTED ARTICLE: A method of progression detection for glaucoma using K-means and the GLCM algorithm toward smart medical prediction
Vimal, S., Robinson, Y. Harold, Kaliappan, M., Vijayalakshmi, K., Seo, Sanghyun
Published in The Journal of supercomputing (01.10.2021)
Published in The Journal of supercomputing (01.10.2021)
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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
Glaucomatous Patterns in Frequency Doubling Technology (FDT) Perimetry Data Identified by Unsupervised Machine Learning Classifiers
Bowd, Christopher, Weinreb, Robert N., Balasubramanian, Madhusudhanan, Lee, Intae, Jang, Giljin, Yousefi, Siamak, Zangwill, Linda M., Medeiros, Felipe A., Girkin, Christopher A., Liebmann, Jeffrey M., Goldbaum, Michael H.
Published in PloS one (30.01.2014)
Published in PloS one (30.01.2014)
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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
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