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Deep learning

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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Performance of Qure.ai automatic classifiers against a large annotated database of patients with diverse forms of tuberculosis

Eric Engle, Andrei Gabrielian, Alyssa Long, Darrell E. Hurt, Alex Rosenthal

published 24 Jan 2020

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Single-modal and multi-modal false arrhythmia alarm reduction using attention-based convolutional and recurrent neural networks

Sajad Mousavi, Atiyeh Fotoohinasab, Fatemeh Afghah

published 10 Jan 2020

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Deep learning based image reconstruction algorithm for limited-angle translational computed tomography

Jiaxi Wang, Jun Liang, Jingye Cheng, Yumeng Guo, Li Zeng

published 06 Jan 2020

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A novel model for malaria prediction based on ensemble algorithms

Mengyang Wang, Hui Wang, Jiao Wang, Hongwei Liu, Rui Lu, Tongqing Duan, Xiaowen Gong, Siyuan Feng, Yuanyuan Liu, Zhuang Cui, Changping Li, Jun Ma

published 26 Dec 2019

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