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Disease prediction using graph convolutional networks: Application to Autism Spectrum Disorder and Alzheimer’s disease
Parisot, Sarah, Ktena, Sofia Ira, Ferrante, Enzo, Lee, Matthew, Guerrero, Ricardo, Glocker, Ben, Rueckert, Daniel
Published in Medical image analysis (01.08.2018)
Published in Medical image analysis (01.08.2018)
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Learning class-specific descriptors for deformable shapes using localized spectral convolutional networks
Boscaini, D., Masci, J., Melzi, S., Bronstein, M. M., Castellani, U., Vandergheynst, P.
Published in Computer graphics forum (01.08.2015)
Published in Computer graphics forum (01.08.2015)
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Enhancing Social Recommendation With Adversarial Graph Convolutional Networks
Yu, Junliang, Yin, Hongzhi, Li, Jundong, Gao, Min, Huang, Zi, Cui, Lizhen
Published in IEEE transactions on knowledge and data engineering (01.08.2022)
Published in IEEE transactions on knowledge and data engineering (01.08.2022)
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BIRNet: Brain image registration using dual-supervised fully convolutional networks
Fan, Jingfan, Cao, Xiaohuan, Yap, Pew-Thian, Shen, Dinggang
Published in Medical image analysis (01.05.2019)
Published in Medical image analysis (01.05.2019)
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Modeling Relational Data with Graph Convolutional Networks
Schlichtkrull, Michael, Kipf, Thomas N., Bloem, Peter, van den Berg, Rianne, Titov, Ivan, Welling, Max
Published in The Semantic Web (2018)
Published in The Semantic Web (2018)
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Automated cardiovascular magnetic resonance image analysis with fully convolutional networks
Bai, Wenjia, Sinclair, Matthew, Tarroni, Giacomo, Oktay, Ozan, Rajchl, Martin, Vaillant, Ghislain, Lee, Aaron M., Aung, Nay, Lukaschuk, Elena, Sanghvi, Mihir M., Zemrak, Filip, Fung, Kenneth, Paiva, Jose Miguel, Carapella, Valentina, Kim, Young Jin, Suzuki, Hideaki, Kainz, Bernhard, Matthews, Paul M., Petersen, Steffen E., Piechnik, Stefan K., Neubauer, Stefan, Glocker, Ben, Rueckert, Daniel
Published in Journal of cardiovascular magnetic resonance (14.09.2018)
Published in Journal of cardiovascular magnetic resonance (14.09.2018)
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Deeply supervised 3D fully convolutional networks with group dilated convolution for automatic MRI prostate segmentation
Wang, Bo, Lei, Yang, Tian, Sibo, Wang, Tonghe, Liu, Yingzi, Patel, Pretesh, Jani, Ashesh B., Mao, Hui, Curran, Walter J., Liu, Tian, Yang, Xiaofeng
Published in Medical physics (Lancaster) (01.04.2019)
Published in Medical physics (Lancaster) (01.04.2019)
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Densely connected convolutional networks-based COVID-19 screening model
Singh, Dilbag, Kumar, Vijay, Kaur, Manjit
Published in Applied intelligence (Dordrecht, Netherlands) (01.05.2021)
Published in Applied intelligence (Dordrecht, Netherlands) (01.05.2021)
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Multi-View Spatial-Temporal Graph Convolutional Networks With Domain Generalization for Sleep Stage Classification
Jia, Ziyu, Lin, Youfang, Wang, Jing, Ning, Xiaojun, He, Yuanlai, Zhou, Ronghao, Zhou, Yuhan, Lehman, Li-wei H.
Published in IEEE transactions on neural systems and rehabilitation engineering (2021)
Published in IEEE transactions on neural systems and rehabilitation engineering (2021)
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3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study
Dolz, Jose, Desrosiers, Christian, Ben Ayed, Ismail
Published in NeuroImage (Orlando, Fla.) (15.04.2018)
Published in NeuroImage (Orlando, Fla.) (15.04.2018)
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Generalizable synthetic MRI with physics‐informed convolutional networks
Jacobs, Luuk, Mandija, Stefano, Liu, Hongyan, Berg, Cornelis A. T., Sbrizzi, Alessandro, Maspero, Matteo
Published in Medical physics (Lancaster) (01.05.2024)
Published in Medical physics (Lancaster) (01.05.2024)
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Learning patterns of the ageing brain in MRI using deep convolutional networks
Dinsdale, Nicola K., Bluemke, Emma, Smith, Stephen M., Arya, Zobair, Vidaurre, Diego, Jenkinson, Mark, Namburete, Ana I.L.
Published in NeuroImage (Orlando, Fla.) (01.01.2021)
Published in NeuroImage (Orlando, Fla.) (01.01.2021)
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Context-guided fully convolutional networks for joint craniomaxillofacial bone segmentation and landmark digitization
Zhang, Jun, Liu, Mingxia, Wang, Li, Chen, Si, Yuan, Peng, Li, Jianfu, Shen, Steve Guo-Fang, Tang, Zhen, Chen, Ken-Chung, Xia, James J., Shen, Dinggang
Published in Medical image analysis (01.02.2020)
Published in Medical image analysis (01.02.2020)
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Identifying resting‐state effective connectivity abnormalities in drug‐naïve major depressive disorder diagnosis via graph convolutional networks
Jun, Eunji, Na, Kyoung‐Sae, Kang, Wooyoung, Lee, Jiyeon, Suk, Heung‐Il, Ham, Byung‐Joo
Published in Human brain mapping (01.12.2020)
Published in Human brain mapping (01.12.2020)
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Multi-stream multi-scale deep convolutional networks for Alzheimer’s disease detection using MR images
Ge, Chenjie, Qu, Qixun, Gu, Irene Yu-Hua, Jakola, Asgeir Store
Published in Neurocomputing (Amsterdam) (20.07.2019)
Published in Neurocomputing (Amsterdam) (20.07.2019)
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Stable Responsive EMG Sequence Prediction and Adaptive Reinforcement With Temporal Convolutional Networks
Betthauser, Joseph L., Krall, John T., Bannowsky, Shain G., Levay, Gyorgy, Kaliki, Rahul R., Fifer, Matthew S., Thakor, Nitish V.
Published in IEEE transactions on biomedical engineering (01.06.2020)
Published in IEEE transactions on biomedical engineering (01.06.2020)
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