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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
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
Automated selection of mid-height intervertebral disc slice in traverse lumbar spine MRI using a combination of deep learning feature and machine learning classifier
Natalia, Friska, Young, Julio Christian, Afriliana, Nunik, Meidia, Hira, Yunus, Reyhan Eddy, Sudirman, Sud
Published in PloS one (13.01.2022)
Published in PloS one (13.01.2022)
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Journal Article
Peripapillary atrophy classification using CNN deep learning for glaucoma screening
Almansour, Abdullah, Alawad, Mohammed, Aljouie, Abdulrhman, Almatar, Hessa, Qureshi, Waseem, Alabdulkader, Balsam, Alkanhal, Norah, Abdul, Wadood, Almufarrej, Mansour, Gangadharan, Shiji, Aldebasi, Tariq, Alsomaie, Barrak, Almazroa, Ahmed
Published in PloS one (06.10.2022)
Published in PloS one (06.10.2022)
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Journal Article
Deep learning algorithms to assist in imaging diagnosis in individuals with disc herniation or spondylolisthesis: A scoping review
da Silva, William Moraes, Cazella, Silvio César, Rech, Rafaela Soares
Published in International journal of medical informatics (Shannon, Ireland) (01.09.2025)
Published in International journal of medical informatics (Shannon, Ireland) (01.09.2025)
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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
Application of a time-series deep learning model to predict cardiac dysrhythmias in electronic health records
Guo, Aixia, Smith, Sakima, Khan, Yosef M., Langabeer II, James R., Foraker, Randi E.
Published in PloS one (13.09.2021)
Published in PloS one (13.09.2021)
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Journal Article
Classification of optic disc shape in glaucoma using machine learning based on quantified ocular parameters
Omodaka, Kazuko, An, Guangzhou, Tsuda, Satoru, Shiga, Yukihiro, Takada, Naoko, Kikawa, Tsutomu, Takahashi, Hidetoshi, Yokota, Hideo, Akiba, Masahiro, Nakazawa, Toru
Published in PloS one (19.12.2017)
Published in PloS one (19.12.2017)
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Journal Article
ECSU-Net: An Embedded Clustering Sliced U-Net Coupled With Fusing Strategy for Efficient Intervertebral Disc Segmentation and Classification
Nazir, Anam, Cheema, Muhammad Nadeem, Sheng, Bin, Li, Ping, Li, Huating, Xue, Guangtao, Qin, Jing, Kim, Jinman, Feng, David Dagan
Published in IEEE transactions on image processing (2022)
Published in IEEE transactions on image processing (2022)
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Journal Article
Glaucoma Diagnosis Based on Both Hidden Features and Domain Knowledge through Deep Learning Models
Karkuzhali, S., Mishra, Aditya, Ajay, M. S., Wilson Prakash, S.
Published in 2020 International Conference on Computer Communication and Informatics (ICCCI) (01.01.2020)
Published in 2020 International Conference on Computer Communication and Informatics (ICCCI) (01.01.2020)
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Conference Proceeding
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