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Material Type: Artigo
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Morphological classification of neurons based on Sugeno fuzzy integration and multi-classifier fusionHe, Fuyun ; Li, Guanglian ; Song, HaixingScientific reports, 2024-07, Vol.14 (1), p.16003-13, Article 16003 [Periódico revisado por pares]London: Nature Publishing GroupTexto completo disponível |
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Material Type: Artigo
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Progressive transfer learning for advancing machine learning-based reduced-order modelingKadeethum, Teeratorn ; O’Malley, Daniel ; Choi, Youngsoo ; Viswanathan, Hari S. ; Yoon, HongkyuScientific reports, 2024-07, Vol.14 (1), p.15731-13, Article 15731 [Periódico revisado por pares]London: Nature Publishing GroupTexto completo disponível |
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BEHRT: Transformer for Electronic Health RecordsLi, Yikuan ; Rao, Shishir ; Solares, José Roberto Ayala ; Hassaine, Abdelaali ; Ramakrishnan, Rema ; Canoy, Dexter ; Zhu, Yajie ; Rahimi, Kazem ; Salimi-Khorshidi, GholamrezaScientific reports, 2020-04, Vol.10 (1), p.7155-7155, Article 7155 [Periódico revisado por pares]England: Nature Publishing GroupTexto completo disponível |
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Material Type: Artigo
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A Transfer Learning Approach for Microstructure Reconstruction and Structure-property PredictionsLi, Xiaolin ; Zhang, Yichi ; Zhao, He ; Burkhart, Craig ; Brinson, L Catherine ; Chen, WeiScientific reports, 2018-09, Vol.8 (1), p.13461-13, Article 13461 [Periódico revisado por pares]England: Nature Publishing GroupTexto completo disponível |
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Material Type: Artigo
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Transfer learning strategies for solar power forecasting under data scarcitySarmas, Elissaios ; Dimitropoulos, Nikos ; Marinakis, Vangelis ; Mylona, Zoi ; Doukas, HarisScientific reports, 2022-08, Vol.12 (1), p.14643-14643, Article 14643 [Periódico revisado por pares]London: Nature Publishing GroupTexto completo disponível |
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Material Type: Artigo
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A multi-phase deep CNN based mitosis detection framework for breast cancer histopathological imagesSohail, Anabia ; Khan, Asifullah ; Wahab, Noorul ; Zameer, Aneela ; Khan, SaranjamScientific reports, 2021-03, Vol.11 (1), p.6215-6215, Article 6215 [Periódico revisado por pares]England: Nature Publishing GroupTexto completo disponível |
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Material Type: Artigo
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Transfer learning for ECG classificationWeimann, Kuba ; Conrad, Tim O FScientific reports, 2021-03, Vol.11 (1), p.5251-5251, Article 5251 [Periódico revisado por pares]England: Nature Publishing GroupTexto completo disponível |
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Material Type: Artigo
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Deep learning predicts boiling heat transferSuh, Youngjoon ; Bostanabad, Ramin ; Won, YoonjinScientific reports, 2021-03, Vol.11 (1), p.5622-5622, Article 5622 [Periódico revisado por pares]England: Nature Publishing GroupTexto completo disponível |
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Material Type: Artigo
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Performance of Deep Learning Architectures and Transfer Learning for Detecting Glaucomatous Optic Neuropathy in Fundus PhotographsChristopher, Mark ; Belghith, Akram ; Bowd, Christopher ; Proudfoot, James A ; Goldbaum, Michael H ; Weinreb, Robert N ; Girkin, Christopher A ; Liebmann, Jeffrey M ; Zangwill, Linda MScientific reports, 2018-11, Vol.8 (1), p.16685-13, Article 16685 [Periódico revisado por pares]England: Nature Publishing GroupTexto completo disponível |
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Material Type: Artigo
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Classification and Visualization of Alzheimer's Disease using Volumetric Convolutional Neural Network and Transfer LearningOh, Kanghan ; Chung, Young-Chul ; Kim, Ko Woon ; Kim, Woo-Sung ; Oh, Il-SeokScientific reports, 2019-12, Vol.9 (1), p.18150-18150, Article 18150 [Periódico revisado por pares]England: Nature Publishing GroupTexto completo disponível |