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Classification of alcoholic EEG signals using wavelet scattering transform-based featuresBuriro, Abdul Baseer ; Ahmed, Bilal ; Baloch, Gulsher ; Ahmed, Junaid ; Shoorangiz, Reza ; Weddell, Stephen J. ; Jones, Richard D.Computers in biology and medicine, 2021-12, Vol.139, p.104969-104969, Article 104969 [Periódico revisado por pares]United States: Elsevier LtdTexto completo disponível |
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Electrocardiogram heartbeat classification based on a deep convolutional neural network and focal lossRomdhane, Taissir Fekih ; Alhichri, Haikel ; Ouni, Ridha ; Atri, MohamedComputers in biology and medicine, 2020-08, Vol.123, p.103866-103866, Article 103866 [Periódico revisado por pares]United States: Elsevier LtdTexto completo disponível |
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Seizure detection from EEG signals using Multivariate Empirical Mode DecompositionZahra, Asmat ; Kanwal, Nadia ; ur Rehman, Naveed ; Ehsan, Shoaib ; McDonald-Maier, Klaus D.Computers in biology and medicine, 2017-09, Vol.88, p.132-141 [Periódico revisado por pares]United States: Elsevier LtdTexto completo disponível |
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Exploiting pretrained CNN models for the development of an EEG-based robust BCI frameworkSadiq, Muhammad Tariq ; Aziz, Muhammad Zulkifal ; Almogren, Ahmad ; Yousaf, Adnan ; Siuly, Siuly ; Rehman, Ateeq UrComputers in biology and medicine, 2022-04, Vol.143, p.105242-105242, Article 105242 [Periódico revisado por pares]United States: Elsevier LtdTexto completo disponível |
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Deep learning for predicting respiratory rate from biosignalsKumar, Amit Krishan ; Ritam, M. ; Han, Lina ; Guo, Shuli ; Chandra, RohitashComputers in biology and medicine, 2022-05, Vol.144, p.105338-105338, Article 105338 [Periódico revisado por pares]United States: Elsevier LtdTexto completo disponível |
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Material Type: Artigo
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Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disordersSubasi, AbdulhamitComputers in biology and medicine, 2013-06, Vol.43 (5), p.576-586 [Periódico revisado por pares]United States: Elsevier LtdTexto completo disponível |
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Material Type: Artigo
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Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signalsJahmunah, V. ; Ng, E.Y.K. ; Tan, Ru-San ; Oh, Shu Lih ; Acharya, U RajendraComputers in biology and medicine, 2022-07, Vol.146, p.105550-105550, Article 105550 [Periódico revisado por pares]United States: Elsevier LtdTexto completo disponível |
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Material Type: Artigo
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ECG authentication system design incorporating a convolutional neural network and generalized S-TransformationZhao, Zhidong ; Zhang, Yefei ; Deng, Yanjun ; Zhang, XiaohongComputers in biology and medicine, 2018-11, Vol.102, p.168-179 [Periódico revisado por pares]United States: Elsevier LtdTexto completo disponível |
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Automated accurate emotion recognition system using rhythm-specific deep convolutional neural network technique with multi-channel EEG signalsMaheshwari, Daksh ; Ghosh, S.K. ; Tripathy, R.K. ; Sharma, Manish ; Acharya, U. RajendraComputers in biology and medicine, 2021-07, Vol.134, p.104428-104428, Article 104428 [Periódico revisado por pares]United States: Elsevier LtdTexto completo disponível |
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Robust sound event detection in bioacoustic sensor networksLostanlen, Vincent ; Salamon, Justin ; Farnsworth, Andrew ; Kelling, Steve ; Bello, Juan Pablo McLoughlin, IanPloS one, 2019-10, Vol.14 (10), p.e0214168-e0214168 [Periódico revisado por pares]United States: Public Library of ScienceTexto completo disponível |