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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
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
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
Emerging role of machine learning in light-matter interaction
Zhou, Jiajia, Huang, Bolong, Yan, Zheng, Bünzli, Jean-Claude G.
Published in Light, science & applications (11.09.2019)
Published in Light, science & applications (11.09.2019)
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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
IDRiD: Diabetic Retinopathy – Segmentation and Grading Challenge
Porwal, Prasanna, Pachade, Samiksha, Kokare, Manesh, Deshmukh, Girish, Son, Jaemin, Bae, Woong, Liu, Lihong, Wang, Jianzong, Liu, Xinhui, Gao, Liangxin, Wu, TianBo, Xiao, Jing, Wang, Fengyan, Yin, Baocai, Wang, Yunzhi, Danala, Gopichandh, He, Linsheng, Choi, Yoon Ho, Lee, Yeong Chan, Jung, Sang-Hyuk, Li, Zhongyu, Sui, Xiaodan, Wu, Junyan, Li, Xiaolong, Zhou, Ting, Toth, Janos, Baran, Agnes, Kori, Avinash, Chennamsetty, Sai Saketh, Safwan, Mohammed, Alex, Varghese, Lyu, Xingzheng, Cheng, Li, Chu, Qinhao, Li, Pengcheng, Ji, Xin, Zhang, Sanyuan, Shen, Yaxin, Dai, Ling, Saha, Oindrila, Sathish, Rachana, Melo, Tânia, Araújo, Teresa, Harangi, Balazs, Sheng, Bin, Fang, Ruogu, Sheet, Debdoot, Hajdu, Andras, Zheng, Yuanjie, Mendonça, Ana Maria, Zhang, Shaoting, Campilho, Aurélio, Zheng, Bin, Shen, Dinggang, Giancardo, Luca, Quellec, Gwenolé, Mériaudeau, Fabrice
Published in Medical image analysis (01.01.2020)
Published in Medical image analysis (01.01.2020)
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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
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
Bajwa, Muhammad Naseer, Malik, Muhammad Imran, Siddiqui, Shoaib Ahmed, Dengel, Andreas, Shafait, Faisal, Neumeier, Wolfgang, Ahmed, Sheraz
Published in BMC medical informatics and decision making (17.07.2019)
Published in BMC medical informatics and decision making (17.07.2019)
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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
Deep-learning-based enhanced optic-disc photography
Ha, Ahnul, Sun, Sukkyu, Kim, Young Kook, Lee, Jinho, Jeoung, Jin Wook, Kim, Hee Chan, Park, Ki Ho
Published in PloS one (01.10.2020)
Published in PloS one (01.10.2020)
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Journal Article