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Multi-Modality Cascaded Convolutional Neural Networks for Alzheimer’s Disease Diagnosis
Liu, Manhua, Cheng, Danni, Wang, Kundong, Wang, Yaping
Published in Neuroinformatics (Totowa, N.J.) (01.10.2018)
Published in Neuroinformatics (Totowa, N.J.) (01.10.2018)
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EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks
Song, Tengfei, Zheng, Wenming, Song, Peng, Cui, Zhen
Published in IEEE transactions on affective computing (01.07.2020)
Published in IEEE transactions on affective computing (01.07.2020)
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Weakly-supervised convolutional neural networks for multimodal image registration
Hu, Yipeng, Modat, Marc, Gibson, Eli, Li, Wenqi, Ghavami, Nooshin, Bonmati, Ester, Wang, Guotai, Bandula, Steven, Moore, Caroline M., Emberton, Mark, Ourselin, Sébastien, Noble, J. Alison, Barratt, Dean C., Vercauteren, Tom
Published in Medical image analysis (01.10.2018)
Published in Medical image analysis (01.10.2018)
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Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation
Wen, Junhao, Thibeau-Sutre, Elina, Diaz-Melo, Mauricio, Samper-González, Jorge, Routier, Alexandre, Bottani, Simona, Dormont, Didier, Durrleman, Stanley, Burgos, Ninon, Colliot, Olivier
Published in Medical image analysis (01.07.2020)
Published in Medical image analysis (01.07.2020)
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Early Detection of Alzheimer’s Disease Using Magnetic Resonance Imaging: A Novel Approach Combining Convolutional Neural Networks and Ensemble Learning
Pan, Dan, Zeng, An, Jia, Longfei, Huang, Yin, Frizzell, Tory, Song, Xiaowei
Published in Frontiers in neuroscience (13.05.2020)
Published in Frontiers in neuroscience (13.05.2020)
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Convolutional Neural Networks-Based MRI Image Analysis for the Alzheimer’s Disease Prediction From Mild Cognitive Impairment
Lin, Weiming, Tong, Tong, Gao, Qinquan, Guo, Di, Du, Xiaofeng, Yang, Yonggui, Guo, Gang, Xiao, Min, Du, Min, Qu, Xiaobo
Published in Frontiers in neuroscience (05.11.2018)
Published in Frontiers in neuroscience (05.11.2018)
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Fast Cloud Segmentation Using Convolutional Neural Networks
Drönner, Johannes, Korfhage, Nikolaus, Egli, Sebastian, Mühling, Markus, Thies, Boris, Bendix, Jörg, Freisleben, Bernd, Seeger, Bernhard
Published in Remote sensing (Basel, Switzerland) (01.11.2018)
Published in Remote sensing (Basel, Switzerland) (01.11.2018)
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Phylogenetic convolutional neural networks in metagenomics
Fioravanti, Diego, Giarratano, Ylenia, Maggio, Valerio, Agostinelli, Claudio, Chierici, Marco, Jurman, Giuseppe, Furlanello, Cesare
Published in BMC bioinformatics (08.03.2018)
Published in BMC bioinformatics (08.03.2018)
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EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM
Yin, Yongqiang, Zheng, Xiangwei, Hu, Bin, Zhang, Yuang, Cui, Xinchun
Published in Applied soft computing (01.03.2021)
Published in Applied soft computing (01.03.2021)
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Learning Spatial-Spectral-Temporal EEG Features With Recurrent 3D Convolutional Neural Networks for Cross-Task Mental Workload Assessment
Zhang, Pengbo, Wang, Xue, Zhang, Weihang, Chen, Junfeng
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2019)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2019)
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Polarimetric SAR Despeckling With Convolutional Neural Networks
Tucker, David, Potter, Lee C.
Published in IEEE transactions on geoscience and remote sensing (2022)
Published in IEEE transactions on geoscience and remote sensing (2022)
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Action Recognition From Depth Maps Using Deep Convolutional Neural Networks
Wang, Pichao, Li, Wanqing, Gao, Zhimin, Zhang, Jing, Tang, Chang, Ogunbona, Philip O.
Published in IEEE transactions on human-machine systems (01.08.2016)
Published in IEEE transactions on human-machine systems (01.08.2016)
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Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks
Qi Dou, Hao Chen, Lequan Yu, Lei Zhao, Jing Qin, Defeng Wang, Mok, Vincent Ct, Lin Shi, Pheng-Ann Heng
Published in IEEE transactions on medical imaging (01.05.2016)
Published in IEEE transactions on medical imaging (01.05.2016)
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Real-time gastric polyp detection using convolutional neural networks
Zhang, Xu, Chen, Fei, Yu, Tao, An, Jiye, Huang, Zhengxing, Liu, Jiquan, Hu, Weiling, Wang, Liangjing, Duan, Huilong, Si, Jianmin
Published in PloS one (25.03.2019)
Published in PloS one (25.03.2019)
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