Tag : convolutional

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Emergence of Visual Center-Periphery Spatial Organization in Deep Convolutional Neural Networks.

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Related Articles Emergence of Visual Center-Periphery Spatial Organization in Deep Convolutional Neural Networks. Sci Rep. 2020 Mar 13;10(1):4638 Authors: Mohsenzadeh Y, Mullin C, Lahner B,...
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Deep convolutional neural network-based detection of meniscus tears: comparison with radiologists and surgery as standard of reference.

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Related Articles Deep convolutional neural network-based detection of meniscus tears: comparison with radiologists and surgery as standard of reference. Skeletal Radiol. 2020 Mar 13;: Authors:...
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Residual convolutional neural network for predicting response of transarterial chemoembolization in hepatocellular carcinoma from CT imaging.

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Related Articles Residual convolutional neural network for predicting response of transarterial chemoembolization in hepatocellular carcinoma from CT imaging. Eur Radiol. 2020 Jan;30(1):413-424 Authors: Peng J,...
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A Study on the Application of Convolutional Neural Networks to Fall Detection Evaluated with Multiple Public Datasets.

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Related Articles A Study on the Application of Convolutional Neural Networks to Fall Detection Evaluated with Multiple Public Datasets. Sensors (Basel). 2020 Mar 06;20(5): Authors:...
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Energy-based Graph Convolutional Networks for Scoring Protein Docking Models.

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Related Articles Energy-based Graph Convolutional Networks for Scoring Protein Docking Models. Proteins. 2020 Mar 06;: Authors: Cao Y, Shen Y Abstract Structural information about protein-protein...
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A Convolutional Neural Network-Based Approach for the Rapid Annotation of Molecularly Diverse Natural Products.

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Related Articles A Convolutional Neural Network-Based Approach for the Rapid Annotation of Molecularly Diverse Natural Products. J Am Chem Soc. 2020 Mar 04;142(9):4114-4120 Authors: Reher...
Cardiology

DW-Net: A cascaded convolutional neural network for apical four-chamber view segmentation in fetal echocardiography.

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Related Articles DW-Net: A cascaded convolutional neural network for apical four-chamber view segmentation in fetal echocardiography. Comput Med Imaging Graph. 2019 Dec 23;80:101690 Authors: Xu...
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A multi-scale framework with unsupervised joint training of convolutional neural networks for pulmonary deformable image registration.

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Related Articles A multi-scale framework with unsupervised joint training of convolutional neural networks for pulmonary deformable image registration. Phys Med Biol. 2019 Nov 29;: Authors:...
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A Metal Artifact Reduction Method Using a Fully Convolutional Network in the Sinogram and Image Domains for Dental Computed Tomography.

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A Metal Artifact Reduction Method Using a Fully Convolutional Network in the Sinogram and Image Domains for Dental Computed Tomography. J Digit Imaging. 2019 Nov...
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Segmenting lung tumors on longitudinal imaging studies via a patient-specific adaptive convolutional neural network.

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Related Articles Segmenting lung tumors on longitudinal imaging studies via a patient-specific adaptive convolutional neural network. Radiother Oncol. 2019 02;131:101-107 Authors: Wang C, Tyagi N,...
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Deep Convolutional Neural Network-based Software Improves Radiologist Detection of Malignant Lung Nodules on Chest Radiographs.

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Related Articles Deep Convolutional Neural Network-based Software Improves Radiologist Detection of Malignant Lung Nodules on Chest Radiographs. Radiology. 2019 Nov 12;:182465 Authors: Sim Y, Chung...
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Estimating PM2.5 concentration of the conterminous United States via interpretable convolutional neural networks.

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Related Articles Estimating PM2.5 concentration of the conterminous United States via interpretable convolutional neural networks. Environ Pollut. 2019 Oct 23;:113395 Authors: Park Y, Kwon B,...
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Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks.

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Related Articles Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks. J Am Med Inform Assoc. 2019 Nov...
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Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline.

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Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline. Comput Methods Programs Biomed. 2019 Nov 02;185:105172 Authors: Bonavita...
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Deep Learning using Convolutional LSTM estimates Biological Age from Physical Activity.

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Related Articles Deep Learning using Convolutional LSTM estimates Biological Age from Physical Activity. Sci Rep. 2019 Aug 06;9(1):11425 Authors: Rahman SA, Adjeroh DA Abstract Human...
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Convolutional neural networks for computer-aided detection or diagnosis in medical image analysis: An overview.

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Related Articles Convolutional neural networks for computer-aided detection or diagnosis in medical image analysis: An overview. Math Biosci Eng. 2019 Jul 15;16(6):6536-6561 Authors: Gao J,...
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Hippocampal segmentation for brains with extensive atrophy using three-dimensional convolutional neural networks.

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Related Articles Hippocampal segmentation for brains with extensive atrophy using three-dimensional convolutional neural networks. Hum Brain Mapp. 2019 Oct 14;: Authors: Goubran M, Ntiri EE,...

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