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Deep learning

Identification of hand-foot syndrome from cancer patients’ blog posts: BERT-based deep-learning approach to detect potential adverse drug reaction symptoms

Satoshi Nishioka, Tomomi Watanabe, Masaki Asano, Tatsunori Yamamoto, Kazuyoshi Kawakami, Shuntaro Yada, Eiji Aramaki, Hiroshi Yajima, Hayato Kizaki, Satoko Hori

published 04 May 2022

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Deep learning with self-supervision and uncertainty regularization to count fish in underwater images

Penny Tarling, Mauricio Cantor, Albert Clapés, Sergio Escalera

published 04 May 2022

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Using deep transfer learning to detect scoliosis and spondylolisthesis from x-ray images

Mohammad Fraiwan, Ziad Audat, Luay Fraiwan, Tarek Manasreh

published 02 May 2022

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Pressure vessel-oriented visual inspection method based on deep learning

Pu Liao, Liu Guixiong

published 02 May 2022

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Maize leaf disease identification based on WG-MARNet

Zongchen Li, Guoxiong Zhou, Yaowen Hu, Aibin Chen, Chao Lu, Mingfang He, Yahui Hu, Yanfeng Wang

published 28 Apr 2022

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The upper bound of cumulative return of a trading series

Can Yang, Junjie Zhai, Helong Li

published 28 Apr 2022

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Improved diagnostic performance of plain radiography for cervical ossification of the posterior longitudinal ligament using deep learning

Hee-Dong Chae, Sung Hwan Hong, Hyun Jung Yeoh, Yeo Ryang Kang, Su Min Lee, Minyoung Kim, Seok Young Koh, Yongeun Lee, Moo Sung Park, Ja-Young Choi, Hye Jin Yoo

published 27 Apr 2022

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Predicting diarrhoea outbreaks with climate change

Tassallah Abdullahi, Geoff Nitschke, Neville Sweijd

published 19 Apr 2022

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SensiMix: Sensitivity-Aware 8-bit index & 1-bit value mixed precision quantization for BERT compression

Tairen Piao, Ikhyun Cho, U. Kang

published 18 Apr 2022

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Compositional action recognition with multi-view feature fusion

Zhicheng Zhao, Yingan Liu, Lei Ma

published 14 Apr 2022

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Relationships among instructor autonomy support, and university students’ learning approaches, perceived professional competence, and life satisfaction

Elisa Huéscar Hernández, José Eduardo Lozano-Jiménez, Jose Miguel de Roba Noguera, Juan Antonio Moreno-Murcia

published 14 Apr 2022

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Happy work: Improving enterprise human resource management by predicting workers’ stress using deep learning

Yu Zhang, Ershi Qi

published 13 Apr 2022

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Fast and automated biomarker detection in breath samples with machine learning

Angelika Skarysz, Dahlia Salman, Michael Eddleston, Martin Sykora, Eugénie Hunsicker, William H. Nailon, Kareen Darnley, Duncan B. McLaren, C. L. Paul Thomas, Andrea Soltoggio

published 12 Apr 2022

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