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Machine learning

FasTag: Automatic text classification of unstructured medical narratives

Guhan Ram Venkataraman, Arturo Lopez Pineda, Oliver J. Bear Don’t Walk IV, Ashley M. Zehnder, Sandeep Ayyar, Rodney L. Page, Carlos D. Bustamante, Manuel A. Rivas

published 22 Jun 2020

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Explaining decisions of deep neural networks used for fish age prediction

Alba Ordoñez, Line Eikvil, Arnt-Børre Salberg, Alf Harbitz, Sean Meling Murray, Michael C. Kampffmeyer

published 19 Jun 2020

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Predicting biomass of rice with intermediate traits: Modeling method combining crop growth models and genomic prediction models

Yusuke Toda, Hitomi Wakatsuki, Toru Aoike, Hiromi Kajiya-Kanegae, Masanori Yamasaki, Takuma Yoshioka, Kaworu Ebana, Takeshi Hayashi, Hiroshi Nakagawa, Toshihiro Hasegawa, Hiroyoshi Iwata

published 19 Jun 2020

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BiomMiner: An advanced exploratory microbiome analysis and visualization pipeline

Amirhossein Shamsaddini, Kimia Dadkhah, Patrick M. Gillevet

published 18 Jun 2020

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Where is your field going? A machine learning approach to study the relative motion of the domains of physics

Andrea Palmucci, Hao Liao, Andrea Napoletano, Andrea Zaccaria

published 18 Jun 2020

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Influence of the combination of big data technology on the Spark platform with deep learning on elevator safety monitoring efficiency

Jie Yu, Bo Hu

published 17 Jun 2020

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Preliminary study on discriminating HER2 2+ amplification status of breast cancers based on texture features semi-automatically derived from pre-, post-contrast, and subtraction images of DCE-MRI

Lirong Song, Hecheng Lu, Jiandong Yin

published 17 Jun 2020

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Super-resolution reconstruction of real infrared images acquired with unmanned aerial vehicle

ZhengQiang Xiong, Qiuze Yu, Tao Sun, Wen Chen, Yuhao Wu, Jie Yin

published 17 Jun 2020

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Multi-packet transmission aero-engine DCS neural network sliding mode control based on multi-kernel LS-SVM packet dropout online compensation

Li Guangfu, Wang Xu, Ren Jia

published 17 Jun 2020

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Deep learning-based survival prediction for multiple cancer types using histopathology images

Ellery Wulczyn, David F. Steiner, Zhaoyang Xu, Apaar Sadhwani, Hongwu Wang, Isabelle Flament-Auvigne, Craig H. Mermel, Po-Hsuan Cameron Chen, Yun Liu, Martin C. Stumpe

published 17 Jun 2020

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Physically sound, self-learning digital twins for sloshing fluids

Beatriz Moya, Iciar Alfaro, David Gonzalez, Francisco Chinesta, Elías Cueto

published 16 Jun 2020

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A systematic review of machine learning models for predicting outcomes of stroke with structured data

Wenjuan Wang, Martin Kiik, Niels Peek, Vasa Curcin, Iain J. Marshall, Anthony G. Rudd, Yanzhong Wang, Abdel Douiri, Charles D. Wolfe, Benjamin Bray

published 12 Jun 2020

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Recurrent convolutional neural kernel model for stock price movement prediction

Suhui Liu, Xiaodong Zhang, Ying Wang, Guoming Feng

published 12 Jun 2020

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