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GCNCDA: A new method for predicting circRNA-disease associations based on Graph Convolutional Network Algorithm
Wang, Lei, You, Zhu-Hong, Li, Yang-Ming, Zheng, Kai, Huang, Yu-An
Published in PLoS computational biology (20.05.2020)
Published in PLoS computational biology (20.05.2020)
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Journal Article
Quantitative recommendation of fault diagnosis algorithms based on multi-order random graph convolution under case-learning paradigm
Lu, Chen, Zou, Xinyu, Sun, Lulu, Zhao, Zhengduo, Tao, Laifa, Ding, Yu, Ma, Jian
Published in Advanced engineering informatics (01.03.2025)
Published in Advanced engineering informatics (01.03.2025)
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Journal Article
Graph optimization algorithm enhanced by dual-scale spectral features with contrastive learning for robust bearing fault diagnosis
Li, Ying, Liu, Xiaoping, Hu, Junhui, Liang, Pengfei, Wang, Bin, Yuan, Xiaoming, Zhang, Lijie
Published in Knowledge-based systems (22.04.2025)
Published in Knowledge-based systems (22.04.2025)
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Journal Article
An Algorithm Framework for Drug-Induced Liver Injury Prediction Based on Genetic Algorithm and Ensemble Learning
Yan, Bowei, Ye, Xiaona, Wang, Jing, Han, Junshan, Wu, Lianlian, He, Song, Liu, Kunhong, Bo, Xiaochen
Published in Molecules (12.05.2022)
Published in Molecules (12.05.2022)
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Journal Article
Edges are all you need: Potential of medical time series analysis on complete blood count data with graph neural networks
Walke, Daniel, Steinbach, Daniel, Gibb, Sebastian, Kaiser, Thorsten, Saake, Gunter, Ahrens, Paul C, Broneske, David, Heyer, Robert
Published in PloS one (08.07.2025)
Published in PloS one (08.07.2025)
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Journal Article
Rapeseed Seed Coat Color Classification Based on the Visibility Graph Algorithm and Hyperspectral Technique
Zou, Chaojun, Zhu, Xinghui, Wang, Fang, Wu, Jinran, Wang, You-Gan
Published in Agronomy (Basel) (01.05.2024)
Published in Agronomy (Basel) (01.05.2024)
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Journal Article
Deep Learning–Based Algorithm for Detecting Aortic Stenosis Using Electrocardiography
Kwon, Joon‐Myoung, Lee, Soo Youn, Jeon, Ki‐Hyun, Lee, Yeha, Kim, Kyung‐Hee, Park, Jinsik, Oh, Byung‐Hee, Lee, Myong‐Mook
Published in Journal of the American Heart Association (09.04.2020)
Published in Journal of the American Heart Association (09.04.2020)
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Journal Article
CGENet: A Deep Graph Model for COVID-19 Detection Based on Chest CT
Lu, Si-Yuan, Zhang, Zheng, Zhang, Yu-Dong, Wang, Shui-Hua
Published in Biology (Basel, Switzerland) (27.12.2021)
Published in Biology (Basel, Switzerland) (27.12.2021)
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Journal Article
stGRL: spatial domain identification, denoising, and imputation algorithm for spatial transcriptome data based on multi-task graph contrastive representation learning
Lu, Xin, Zhou, Murong, Gao, Bo, Wang, Fang, Jin, Shuilin, Liu, Qiaoming, Wang, Guohua
Published in BMC biology (01.07.2025)
Published in BMC biology (01.07.2025)
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Journal Article
Machine learning algorithms to predict stroke in China based on causal inference of time series analysis
Zheng, Qizhi, Zhao, Ayang, Wang, Xinzhu, Bai, Yanhong, Wang, Zikun, Wang, Xiuying, Zeng, Xianzhang, Dong, Guanghui
Published in BMC neurology (31.05.2025)
Published in BMC neurology (31.05.2025)
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Journal Article
Diagnostic accuracy of convolutional neural network–based machine learning algorithms in endoscopic severity prediction of ulcerative colitis: a systematic review and meta-analysis
Jahagirdar, Vinay, Bapaye, Jay, Chandan, Saurabh, Ponnada, Suresh, Kochhar, Gursimran S., Navaneethan, Udayakumar, Mohan, Babu P.
Published in Gastrointestinal endoscopy (01.08.2023)
Published in Gastrointestinal endoscopy (01.08.2023)
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Journal Article
Mobile and wearable sensors for data-driven health monitoring system: State-of-the-art and future prospect
Virginia Anikwe, Chioma, Friday Nweke, Henry, Chukwu Ikegwu, Anayo, Adolphus Egwuonwu, Chukwunonso, Uchenna Onu, Fergus, Rita Alo, Uzoma, Wah Teh, Ying
Published in Expert systems with applications (15.09.2022)
Published in Expert systems with applications (15.09.2022)
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Journal Article