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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
Development of a novel geometrically-parametric patient-specific finite element model to investigate the effects of the lumbar lordosis angle on fusion surgery
Nikkhoo, Mohammad, Khoz, Zahra, Cheng, Chih-Hsiu, Niu, Chi-Chien, El-Rich, Marwan, Khalaf, Kinda
Published in Journal of biomechanics (26.03.2020)
Published in Journal of biomechanics (26.03.2020)
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Journal Article
A feature agnostic approach for glaucoma detection in OCT volumes
Maetschke, Stefan, Antony, Bhavna, Ishikawa, Hiroshi, Wollstein, Gadi, Schuman, Joel, Garnavi, Rahil
Published in PloS one (01.07.2019)
Published in PloS one (01.07.2019)
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Journal Article
Cervical Intervertebral Disc Segmentation Based on Multi-Scale Information Fusion and Its Application
Yang, Yi, Wang, Ming, Ma, Litai, Zhang, Xiang, Zhang, Kerui, Zhao, Xiaoyao, Teng, Qizhi, Liu, Hao
Published in Electronics (Basel) (01.01.2024)
Published in Electronics (Basel) (01.01.2024)
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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
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
Development and Evaluation of a Deep Learning Algorithm to Differentiate Between Membranes Attached to the Optic Disc on Ultrasonography
Bhatt, Vaidehi, Shah, Nikhil, Bhatt, Deepak, Dabir, Supriya, Sheth, Jay, Berendschot, Tos TJM, Erckens, Roel, Webers, Carroll
Published in Clinical ophthalmology (Auckland, N.Z.) (01.01.2025)
Published in Clinical ophthalmology (Auckland, N.Z.) (01.01.2025)
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Journal Article
A deep learning framework for the early detection of multi-retinal diseases
Ejaz, Sara, Baig, Raheel, Ashraf, Zeeshan, Alnfiai, Mrim M., Alnahari, Mona Mohammed, Alotaibi, Reemiah Muneer
Published in PloS one (25.07.2024)
Published in PloS one (25.07.2024)
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Journal Article
Role of arachidonic acid metabolism in intervertebral disc degeneration: identification of potential biomarkers and therapeutic targets via multi-omics analysis and artificial intelligence strategies
Tan, Jianye, Shi, Meiling, Li, Bin, Liu, Yuan, Luo, Shengzhong, Cheng, Xigao
Published in Lipids in health and disease (25.11.2023)
Published in Lipids in health and disease (25.11.2023)
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Journal Article
Prediction and validation of anoikis-related genes in neuropathic pain using machine learning
He, Yufeng, Wei, Ye, Wang, Yongxin, Ling, Chunyan, Qi, Xiang, Geng, Siyu, Meng, Yingtong, Deng, Hao, Zhang, Qisong, Qin, Xiaoling, Chen, Guanghui
Published in PloS one (27.02.2025)
Published in PloS one (27.02.2025)
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Journal Article
Deep learning assisted detection of glaucomatous optic neuropathy and potential designs for a generalizable model
Ko, Yu-Chieh, Wey, Shih-Yu, Chen, Wei-Ta, Chang, Yu-Fan, Chen, Mei-Ju, Chiou, Shih-Hwa, Liu, Catherine Jui-Ling, Lee, Chen-Yi
Published in PloS one (14.05.2020)
Published in PloS one (14.05.2020)
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Journal Article
CaliDiff: Multi-rater annotation calibrating diffusion probabilistic model towards medical image segmentation
Wang, Junxia, Wang, Jing, Ma, Jun, Chen, Baijing, Chen, Zeyuan, Zheng, Yuanjie
Published in Medical image analysis (01.01.2026)
Published in Medical image analysis (01.01.2026)
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Journal Article