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Transformation-Consistent Self-Ensembling Model for Semisupervised Medical Image SegmentationLi, Xiaomeng ; Yu, Lequan ; Chen, Hao ; Fu, Chi-Wing ; Xing, Lei ; Heng, Pheng-AnnIEEE transaction on neural networks and learning systems, 2021-02, Vol.32 (2), p.523-534United States: IEEETexto completo disponível |
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Kubios HRV – Heart rate variability analysis softwareTarvainen, Mika P ; Niskanen, Juha-Pekka ; Lipponen, Jukka A ; Ranta-aho, Perttu O ; Karjalainen, Pasi AComputer methods and programs in biomedicine, 2014-01, Vol.113 (1), p.210-220 [Periódico revisado por pares]Kidlington: Elsevier Ireland LtdTexto completo disponível |
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CoroNet: A deep neural network for detection and diagnosis of COVID-19 from chest x-ray imagesKhan, Asif Iqbal ; Shah, Junaid Latief ; Bhat, Mohammad MudasirComputer methods and programs in biomedicine, 2020-11, Vol.196, p.105581-105581, Article 105581 [Periódico revisado por pares]Ireland: Elsevier B.VTexto completo disponível |
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Generative Adversarial Networks-Based Data Augmentation for Brain-Computer InterfaceFahimi, Fatemeh ; Dosen, Strahinja ; Ang, Kai Keng ; Mrachacz-Kersting, Natalie ; Guan, CuntaiIEEE transaction on neural networks and learning systems, 2021-09, Vol.32 (9), p.4039-4051United States: IEEETexto completo disponível |
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An Uncertainty-Aware Transfer Learning-Based Framework for COVID-19 DiagnosisShamsi, Afshar ; Asgharnezhad, Hamzeh ; Jokandan, Shirin Shamsi ; Khosravi, Abbas ; Kebria, Parham M. ; Nahavandi, Darius ; Nahavandi, Saeid ; Srinivasan, DiptiIEEE transaction on neural networks and learning systems, 2021-04, Vol.32 (4), p.1408-1417United States: IEEETexto completo disponível |
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Deep Representation-Based Domain Adaptation for Nonstationary EEG ClassificationZhao, He ; Zheng, Qingqing ; Ma, Kai ; Li, Huiqi ; Zheng, YefengIEEE transaction on neural networks and learning systems, 2021-02, Vol.32 (2), p.535-545United States: IEEETexto completo disponível |
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Explainable Deep Learning for Pulmonary Disease and Coronavirus COVID-19 Detection from X-raysBrunese, Luca ; Mercaldo, Francesco ; Reginelli, Alfonso ; Santone, AntonellaComputer methods and programs in biomedicine, 2020-11, Vol.196, p.105608-105608, Article 105608 [Periódico revisado por pares]Ireland: Elsevier B.VTexto completo disponível |
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Automated EEG-based screening of depression using deep convolutional neural networkAcharya, U. Rajendra ; Oh, Shu Lih ; Hagiwara, Yuki ; Tan, Jen Hong ; Adeli, Hojjat ; Subha, D. PComputer methods and programs in biomedicine, 2018-07, Vol.161, p.103-113 [Periódico revisado por pares]Ireland: Elsevier B.VTexto completo disponível |
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Material Type: Artigo
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Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping reviewPayrovnaziri, Seyedeh Neelufar ; Chen, Zhaoyi ; Rengifo-Moreno, Pablo ; Miller, Tim ; Bian, Jiang ; Chen, Jonathan H ; Liu, Xiuwen ; He, ZheJournal of the American Medical Informatics Association : JAMIA, 2020-07, Vol.27 (7), p.1173-1185 [Periódico revisado por pares]England: Oxford University PressTexto completo disponível |
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Material Type: Artigo
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Deep Convolutional Neural Networks for breast cancer screeningChougrad, Hiba ; Zouaki, Hamid ; Alheyane, OmarComputer methods and programs in biomedicine, 2018-04, Vol.157, p.19-30 [Periódico revisado por pares]Ireland: Elsevier B.VTexto completo disponível |