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Deep learning

Deep learning image recognition enables efficient genome editing in zebrafish by automated injections

Maria Lorena Cordero-Maldonado, Simon Perathoner, Kees-Jan van der Kolk, Ralf Boland, Ursula Heins-Marroquin, Herman P. Spaink, Annemarie H. Meijer, Alexander D. Crawford, Jan de Sonneville

published 07 Jan 2019

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Integrating camera imagery, crowdsourcing, and deep learning to improve high-frequency automated monitoring of snow at continental-to-global scales

Margaret Kosmala, Koen Hufkens, Andrew D. Richardson

published 27 Dec 2018

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Modelling the thermal behaviour of a building facade using deep learning

Fidel Aznar, Victor Echarri, Carlos Rizo, Ramón Rizo

published 21 Dec 2018

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Automatic interpretation of otoliths using deep learning

Endre Moen, Nils Olav Handegard, Vaneeda Allken, Ole Thomas Albert, Alf Harbitz, Ketil Malde

published 17 Dec 2018

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Distillation of the clinical algorithm improves prognosis by multi-task deep learning in high-risk Neuroblastoma

Valerio Maggio, Marco Chierici, Giuseppe Jurman, Cesare Furlanello

published 07 Dec 2018

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A deep learning approach to automatic detection of early glaucoma from visual fields

Şerife Seda Kucur, Gábor Holló, Raphael Sznitman

published 28 Nov 2018

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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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