Tag : neural networks

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Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning.

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Related Articles Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning. Med Image Anal. 2020 10;65:101794 Authors: Minaee S, Kafieh R, Sonka M,...
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[Coupled convolutional and graph network-based diagnosis of Alzheimer's disease using MRI].

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Related Articles [Coupled convolutional and graph network-based diagnosis of Alzheimer’s disease using MRI]. Nan Fang Yi Ke Da Xue Xue Bao. 2020 Apr 30;40(4):531-537 Authors:...
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A Deep Learning-Based Approach for High-Throughput Hypocotyl Phenotyping.

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Related Articles A Deep Learning-Based Approach for High-Throughput Hypocotyl Phenotyping. Plant Physiol. 2019 12;181(4):1415-1424 Authors: Dobos O, Horvath P, Nagy F, Danka T, Viczián A...
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Analysis of the pattern recognition algorithm of broadband satellite modulation signal under deformable convolutional neural networks.

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Related Articles Analysis of the pattern recognition algorithm of broadband satellite modulation signal under deformable convolutional neural networks. PLoS One. 2020;15(7):e0234068 Authors: Li H, Li...
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A Channel-Projection Mixed-Scale Convolutional Neural Network for Motor Imagery EEG Decoding.

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Related Articles A Channel-Projection Mixed-Scale Convolutional Neural Network for Motor Imagery EEG Decoding. IEEE Trans Neural Syst Rehabil Eng. 2019 06;27(6):1170-1180 Authors: Li Y, Zhang...
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A Scalable Molecular Force Field Parameterization Method Based on Density Functional Theory and Quantum-Level Machine Learning.

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Related Articles A Scalable Molecular Force Field Parameterization Method Based on Density Functional Theory and Quantum-Level Machine Learning. J Chem Inf Model. 2019 08 26;59(8):3485-3493...
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A Convolutional Neural Network for the Detection of Asynchronous Steady State Motion Visual Evoked Potential.

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Related Articles A Convolutional Neural Network for the Detection of Asynchronous Steady State Motion Visual Evoked Potential. IEEE Trans Neural Syst Rehabil Eng. 2019 06;27(6):1303-1311...
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Spike-induced ordering: Stochastic neural spikes provide immediate adaptability to the sensorimotor system.

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Related Articles Spike-induced ordering: Stochastic neural spikes provide immediate adaptability to the sensorimotor system. Proc Natl Acad Sci U S A. 2020 06 02;117(22):12486-12496 Authors:...
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Habituation as a neural algorithm for online odor discrimination.

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Related Articles Habituation as a neural algorithm for online odor discrimination. Proc Natl Acad Sci U S A. 2020 06 02;117(22):12402-12410 Authors: Shen Y, Dasgupta...
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Assessing the Accuracy of a Deep Learning Method to Risk Stratify Indeterminate Pulmonary Nodules.

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Related Articles Assessing the Accuracy of a Deep Learning Method to Risk Stratify Indeterminate Pulmonary Nodules. Am J Respir Crit Care Med. 2020 07 15;202(2):241-249...
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Transductive LSTM for time-series prediction: An application to weather forecasting.

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Related Articles Transductive LSTM for time-series prediction: An application to weather forecasting. Neural Netw. 2020 May;125:1-9 Authors: Karevan Z, Suykens JAK Abstract Long Short-Term Memory...
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4D-CT deformable image registration using multiscale unsupervised deep learning.

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Related Articles 4D-CT deformable image registration using multiscale unsupervised deep learning. Phys Med Biol. 2020 04 20;65(8):085003 Authors: Lei Y, Fu Y, Wang T, Liu...
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Mu-net: Multi-scale U-net for two-photon microscopy image denoising and restoration.

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Related Articles Mu-net: Multi-scale U-net for two-photon microscopy image denoising and restoration. Neural Netw. 2020 May;125:92-103 Authors: Lee S, Negishi M, Urakubo H, Kasai H,...
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PET image super-resolution using generative adversarial networks.

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Related Articles PET image super-resolution using generative adversarial networks. Neural Netw. 2020 May;125:83-91 Authors: Song TA, Chowdhury SR, Yang F, Dutta J Abstract The intrinsically...
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Neuromodulated attention and goal-driven perception in uncertain domains.

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Related Articles Neuromodulated attention and goal-driven perception in uncertain domains. Neural Netw. 2020 May;125:56-69 Authors: Zou X, Kolouri S, Pilly PK, Krichmar JL Abstract In...
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Event-triggered synchronization of discrete-time neural networks: A switching approach.

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Related Articles Event-triggered synchronization of discrete-time neural networks: A switching approach. Neural Netw. 2020 May;125:31-40 Authors: Ding S, Wang Z Abstract This paper investigates the...
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Reconstruction of natural visual scenes from neural spikes with deep neural networks.

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Related Articles Reconstruction of natural visual scenes from neural spikes with deep neural networks. Neural Netw. 2020 May;125:19-30 Authors: Zhang Y, Jia S, Zheng Y,...
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Weighted discriminative collaborative competitive representation for robust image classification.

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Related Articles Weighted discriminative collaborative competitive representation for robust image classification. Neural Netw. 2020 May;125:104-120 Authors: Gou J, Wang L, Yi Z, Yuan Y, Ou...
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Predicting drug-disease associations via sigmoid kernel-based convolutional neural networks.

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Related Articles Predicting drug-disease associations via sigmoid kernel-based convolutional neural networks. J Transl Med. 2019 11 20;17(1):382 Authors: Jiang HJ, You ZH, Huang YA Abstract...
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3D convolutional neural networks for tumor segmentation using long-range 2D context.

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Related Articles 3D convolutional neural networks for tumor segmentation using long-range 2D context. Comput Med Imaging Graph. 2019 04;73:60-72 Authors: Mlynarski P, Delingette H, Criminisi...

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