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Deep Learning-Based Gleason Grading of Prostate Cancer From Histopathology Images-Role of Multiscale Decision Aggregation and Data Augmentation
Karimi, Davood, Nir, Guy, Fazli, Ladan, Black, Peter C., Goldenberg, Larry, Salcudean, Septimiu E.
Published in IEEE journal of biomedical and health informatics (01.05.2020)
Published in IEEE journal of biomedical and health informatics (01.05.2020)
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Data augmentation techniques in natural language processing
Pellicer, Lucas Francisco Amaral Orosco, Ferreira, Taynan Maier, Costa, Anna Helena Reali
Published in Applied soft computing (01.01.2023)
Published in Applied soft computing (01.01.2023)
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Towards highly accurate coral texture images classification using deep convolutional neural networks and data augmentation
Gómez-Ríos, Anabel, Tabik, Siham, Luengo, Julián, Shihavuddin, ASM, Krawczyk, Bartosz, Herrera, Francisco
Published in Expert systems with applications (15.03.2019)
Published in Expert systems with applications (15.03.2019)
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Data Augmentation: Using Channel-Level Recombination to Improve Classification Performance for Motor Imagery EEG
Pei, Yu, Luo, Zhiguo, Yan, Ye, Yan, Huijiong, Jiang, Jing, Li, Weiguo, Xie, Liang, Yin, Erwei
Published in Frontiers in human neuroscience (11.03.2021)
Published in Frontiers in human neuroscience (11.03.2021)
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Multi-subject data augmentation for target subject semantic decoding with deep multi-view adversarial learning
Li, Dan, Du, Changde, Wang, Shengpei, Wang, Haibao, He, Huiguang
Published in Information sciences (08.02.2021)
Published in Information sciences (08.02.2021)
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Single-channel EEG sleep staging based on data augmentation and cross-subject discrepancy alleviation
He, Zhengling, Du, Lidong, Wang, Peng, Xia, Pan, Liu, Zhe, Song, Yuanlin, Chen, Xianxiang, Fang, Zhen
Published in Computers in biology and medicine (01.10.2022)
Published in Computers in biology and medicine (01.10.2022)
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Data Augmentation and Dense-LSTM for Human Activity Recognition Using WiFi Signal
Zhang, Jin, Wu, Fuxiang, Wei, Bo, Zhang, Qieshi, Huang, Hui, Shah, Syed W., Cheng, Jun
Published in IEEE internet of things journal (15.03.2021)
Published in IEEE internet of things journal (15.03.2021)
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Time–frequency transform based EEG data augmentation for brain–computer interfaces
Wang, Ziwei, Li, Siyang, Chen, Xiaoqing, Wu, Dongrui
Published in Knowledge-based systems (28.02.2025)
Published in Knowledge-based systems (28.02.2025)
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Medical Image Synthesis for Data Augmentation and Anonymization Using Generative Adversarial Networks
Shin, Hoo-Chang, Tenenholtz, Neil A., Rogers, Jameson K., Schwarz, Christopher G., Senjem, Matthew L., Gunter, Jeffrey L., Andriole, Katherine P., Michalski, Mark
Published in Simulation and Synthesis in Medical Imaging (01.01.2018)
Published in Simulation and Synthesis in Medical Imaging (01.01.2018)
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Data Augmentation for Motor Imagery Signal Classification Based on a Hybrid Neural Network
Zhang, Kai, Xu, Guanghua, Han, Zezhen, Ma, Kaiquan, Zheng, Xiaowei, Chen, Longting, Duan, Nan, Zhang, Sicong
Published in Sensors (Basel, Switzerland) (11.08.2020)
Published in Sensors (Basel, Switzerland) (11.08.2020)
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Alcoholism Detection by Data Augmentation and Convolutional Neural Network with Stochastic Pooling
Wang, Shui-Hua, Lv, Yi-Ding, Sui, Yuxiu, Liu, Shuai, Wang, Su-Jing, Zhang, Yu-Dong
Published in Journal of medical systems (01.01.2018)
Published in Journal of medical systems (01.01.2018)
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Data augmentation for cross-subject EEG features using Siamese neural network
Fu, Rongrong, Wang, Yaodong, Jia, Chengcheng
Published in Biomedical signal processing and control (01.05.2022)
Published in Biomedical signal processing and control (01.05.2022)
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Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis
Barile, Berardino, Marzullo, Aldo, Stamile, Claudio, Durand-Dubief, Françoise, Sappey-Marinier, Dominique
Published in Computer methods and programs in biomedicine (01.07.2021)
Published in Computer methods and programs in biomedicine (01.07.2021)
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Diagnosis of Parkinson’s disease using deep CNN with transfer learning and data augmentation
Kaur, Sukhpal, Aggarwal, Himanshu, Rani, Rinkle
Published in Multimedia tools and applications (01.03.2021)
Published in Multimedia tools and applications (01.03.2021)
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