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Deep learning

A deep learning model for the detection of both advanced and early glaucoma using fundus photography

Jin Mo Ahn, Sangsoo Kim, Kwang-Sung Ahn, Sung-Hoon Cho, Kwan Bok Lee, Ungsoo Samuel Kim

published 27 Nov 2018

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Optimal intensive care outcome prediction over time using machine learning

Christopher Meiring, Abhishek Dixit, Steve Harris, Niall S. MacCallum, David A. Brealey, Peter J. Watkinson, Andrew Jones, Simon Ashworth, Richard Beale, Stephen J. Brett, Mervyn Singer, Ari Ercole

published 14 Nov 2018

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Annotation of enhanced radiographs for medical image retrieval with deep convolutional neural networks

Obioma Pelka, Felix Nensa, Christoph M. Friedrich

published 12 Nov 2018

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Automatic detection and classification of manufacturing defects in metal boxes using deep neural networks

Oumayma Essid, Hamid Laga, Chafik Samir

published 09 Nov 2018

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A novel attention-based hybrid CNN-RNN architecture for sEMG-based gesture recognition

Yu Hu, Yongkang Wong, Wentao Wei, Yu Du, Mohan Kankanhalli, Weidong Geng

published 30 Oct 2018

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DeepFocus: Detection of out-of-focus regions in whole slide digital images using deep learning

Caglar Senaras, M. Khalid Khan Niazi, Gerard Lozanski, Metin N. Gurcan

published 25 Oct 2018

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Validation of deep-learning-based triage and acuity score using a large national dataset

Joon-myoung Kwon, Youngnam Lee, Yeha Lee, Seungwoo Lee, Hyunho Park, Jinsik Park

published 15 Oct 2018

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PCANet based nonlocal means method for speckle noise removal in ultrasound images

Houqiang Yu, Mingyue Ding, Xuming Zhang, Jinbo Wu

published 12 Oct 2018

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Accurate real time localization tracking in a clinical environment using Bluetooth Low Energy and deep learning

Zohaib Iqbal, Da Luo, Peter Henry, Samaneh Kazemifar, Timothy Rozario, Yulong Yan, Kenneth Westover, Weiguo Lu, Dan Nguyen, Troy Long, Jing Wang, Hak Choy, Steve Jiang

published 11 Oct 2018

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Multi-resolution speech analysis for automatic speech recognition using deep neural networks: Experiments on TIMIT

Doroteo T. Toledano, María Pilar Fernández-Gallego, Alicia Lozano-Diez

published 10 Oct 2018

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Deep learning in chest radiography: Detection of findings and presence of change

Ramandeep Singh, Mannudeep K. Kalra, Chayanin Nitiwarangkul, John A. Patti, Fatemeh Homayounieh, Atul Padole, Pooja Rao, Preetham Putha, Victorine V. Muse, Amita Sharma, Subba R. Digumarthy

published 04 Oct 2018

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Multi-focus image fusion algorithm based on focus detection in spatial and NSCT domain

Hongmei Wang

published 20 Sep 2018

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Deep learning-based quantification of abdominal fat on magnetic resonance images

Andrew T. Grainger, Nicholas J. Tustison, Kun Qing, Rene Roy, Stuart S. Berr, Weibin Shi

published 20 Sep 2018

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