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Deep learning

Development and verification of prediction models for preventing cardiovascular diseases

Ji Min Sung, In-Jeong Cho, David Sung, Sunhee Kim, Hyeon Chang Kim, Myeong-Hun Chae, Maryam Kavousi, Oscar L. Rueda-Ochoa, M. Arfan Ikram, Oscar H. Franco, Hyuk-Jae Chang

published 19 Sep 2019

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A self-adaptive deep learning method for automated eye laterality detection based on color fundus photography

Chi Liu, Xiaotong Han, Zhixi Li, Jason Ha, Guankai Peng, Wei Meng, Mingguang He

published 19 Sep 2019

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Graph convolutional network approach applied to predict hourly bike-sharing demands considering spatial, temporal, and global effects

Tae San Kim, Won Kyung Lee, So Young Sohn

published 16 Sep 2019

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Hierarchical multi-view aggregation network for sensor-based human activity recognition

Xiheng Zhang, Yongkang Wong, Mohan S. Kankanhalli, Weidong Geng

published 12 Sep 2019

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World’s fastest brain-computer interface: Combining EEG2Code with deep learning

Sebastian Nagel, Martin Spüler

published 06 Sep 2019

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Development and evaluation of automated ultrasonographic detection of bladder diameter for estimation of bladder urine volume

Masaru Matsumoto, Takuya Tsutaoka, Koichi Yabunaka, Mayumi Handa, Mikako Yoshida, Gojiro Nakagami, Hiromi Sanada

published 05 Sep 2019

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Caveolae and scaffold detection from single molecule localization microscopy data using deep learning

Ismail M. Khater, Stephane T. Aroca-Ouellette, Fanrui Meng, Ivan Robert Nabi, Ghassan Hamarneh

published 26 Aug 2019

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Word2vec convolutional neural networks for classification of news articles and tweets

Beakcheol Jang, Inhwan Kim, Jong Wook Kim

published 22 Aug 2019

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Hidden bias in the DUD-E dataset leads to misleading performance of deep learning in structure-based virtual screening

Lieyang Chen, Anthony Cruz, Steven Ramsey, Callum J. Dickson, Jose S. Duca, Viktor Hornak, David R. Koes, Tom Kurtzman

published 20 Aug 2019

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Validation of automated artificial intelligence segmentation of optical coherence tomography images

Peter M. Maloca, Aaron Y. Lee, Emanuel R. de Carvalho, Mali Okada, Katrin Fasler, Irene Leung, Beat Hörmann, Pascal Kaiser, Susanne Suter, Pascal W. Hasler, Javier Zarranz-Ventura, Catherine Egan, Tjebo F. C. Heeren, Konstantinos Balaskas, Adnan Tufail, Hendrik P. N. Scholl

published 16 Aug 2019

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A comprehensive study on bilingual and multilingual speech emotion recognition using a two-pass classification scheme

Panikos Heracleous, Akio Yoneyama

published 15 Aug 2019

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DeepAuC: Joint deep learning and auction for congestion-aware caching in Named Data Networking

Anselme Ndikumana, Saeed Ullah, Do Hyeon Kim, Choong Seon Hong

published 13 Aug 2019

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Combining patient visual timelines with deep learning to predict mortality

Anoop Mayampurath, L. Nelson Sanchez-Pinto, Kyle A. Carey, Laura-Ruth Venable, Matthew Churpek

published 31 Jul 2019

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