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Deep learning

Deep learning in rare disease. Detection of tubers in tuberous sclerosis complex

Iván Sánchez Fernández, Edward Yang, Paola Calvachi, Marta Amengual-Gual, Joyce Y. Wu, Darcy Krueger, Hope Northrup, Martina E. Bebin, Mustafa Sahin, Kun-Hsing Yu, Jurriaan M. Peters, on behalf of the TACERN Study Group

published 29 Apr 2020

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DeepDetectNet vs RLAttackNet: An adversarial method to improve deep learning-based static malware detection model

Yong Fang, Yuetian Zeng, Beibei Li, Liang Liu, Lei Zhang

published 23 Apr 2020

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Identification of different species of Zanthoxyli Pericarpium based on convolution neural network

Chaoqun Tan, Chong Wu, Yongliang Huang, Chunjie Wu, Hu Chen

published 13 Apr 2020

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Deep learning-based smart speaker to confirm surgical sites for cataract surgeries: A pilot study

Tae Keun Yoo, Ein Oh, Hong Kyu Kim, Ik Hee Ryu, In Sik Lee, Jung Sub Kim, Jin Kuk Kim

published 09 Apr 2020

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Cardiac MR segmentation based on sequence propagation by deep learning

Chao Luo, Canghong Shi, Xiaoji Li, Dongrui Gao

published 09 Apr 2020

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Deep learning based searching approach for RDF graphs

Hatem Soliman

published 23 Mar 2020

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Introducing Hann windows for reducing edge-effects in patch-based image segmentation

Nicolas Pielawski, Carolina Wählby

published 12 Mar 2020

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Exploring the effect of hypertension on retinal microvasculature using deep learning on East Asian population

Guangzheng Dai, Wei He, Ling Xu, Eric E. Pazo, Tiezhu Lin, Shasha Liu, Chenguang Zhang

published 05 Mar 2020

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Deep learning approach to classification of lung cytological images: Two-step training using actual and synthesized images by progressive growing of generative adversarial networks

Atsushi Teramoto, Tetsuya Tsukamoto, Ayumi Yamada, Yuka Kiriyama, Kazuyoshi Imaizumi, Kuniaki Saito, Hiroshi Fujita

published 05 Mar 2020

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Mapping Atlantic rainforest degradation and regeneration history with indicator species using convolutional network

Fabien H. Wagner, Alber Sanchez, Marcos P. M. Aidar, André L. C. Rochelle, Yuliya Tarabalka, Marisa G. Fonseca, Oliver L. Phillips, Emanuel Gloor, Luiz E. O. C. Aragão

published 28 Feb 2020

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Examining influential factors for acknowledgements classification using supervised learning

Min Song, Keun Young Kang, Tatsawan Timakum, Xinyuan Zhang

published 14 Feb 2020

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DMENet: Diabetic Macular Edema diagnosis using Hierarchical Ensemble of CNNs

Rajeev Kumar Singh, Rohan Gorantla

published 10 Feb 2020

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Features spaces and a learning system for structural-temporal data, and their application on a use case of real-time communication network validation data

Guido Schwenk, Ben Jochinke, Klaus-Robert Müller

published 06 Feb 2020

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