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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
Rim-to-Disc Ratio Outperforms Cup-to-Disc Ratio for Glaucoma Prescreening
Kumar, J. R. Harish, Seelamantula, Chandra Sekhar, Kamath, Yogish Subraya, Jampala, Rajani
Published in Scientific reports (08.05.2019)
Published in Scientific reports (08.05.2019)
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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
Chákṣu: A glaucoma specific fundus image database
Kumar, J. R. Harish, Seelamantula, Chandra Sekhar, Gagan, J. H., Kamath, Yogish S., Kuzhuppilly, Neetha I. R., Vivekanand, U., Gupta, Preeti, Patil, Shilpa
Published in Scientific data (03.02.2023)
Published in Scientific data (03.02.2023)
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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
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
Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge
Zheng, Guoyan, Chu, Chengwen, Belavý, Daniel L., Ibragimov, Bulat, Korez, Robert, Vrtovec, Tomaž, Hutt, Hugo, Everson, Richard, Meakin, Judith, Andrade, Isabel Lŏpez, Glocker, Ben, Chen, Hao, Dou, Qi, Heng, Pheng-Ann, Wang, Chunliang, Forsberg, Daniel, Neubert, Aleš, Fripp, Jurgen, Urschler, Martin, Stern, Darko, Wimmer, Maria, Novikov, Alexey A., Cheng, Hui, Armbrecht, Gabriele, Felsenberg, Dieter, Li, Shuo
Published in Medical image analysis (01.01.2017)
Published in Medical image analysis (01.01.2017)
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Journal Article
Semi-supervised peripapillary atrophy segmentation with shape constraint
Li, Mengxuan, Zhang, Weihang, Yang, Ruixiao, Xu, Jie, Zhao, He, Li, Huiqi
Published in Computers in biology and medicine (01.11.2023)
Published in Computers in biology and medicine (01.11.2023)
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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
SPINEPS—automatic whole spine segmentation of T2-weighted MR images using a two-phase approach to multi-class semantic and instance segmentation
Möller, Hendrik, Graf, Robert, Schmitt, Joachim, Keinert, Benjamin, Schön, Hanna, Atad, Matan, Sekuboyina, Anjany, Streckenbach, Felix, Kofler, Florian, Kroencke, Thomas, Bette, Stefanie, Willich, Stefan N., Keil, Thomas, Niendorf, Thoralf, Pischon, Tobias, Endemann, Beate, Menze, Bjoern, Rueckert, Daniel, Kirschke, Jan S.
Published in European radiology (01.03.2025)
Published in European radiology (01.03.2025)
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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