Výsledky vyhledávání - "Convolutional neural network"
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1Hlavní autor Lawhern, Vernon J, Solon, Amelia J, Waytowich, Nicholas R, Gordon, Stephen M, Hung, Chou P, Lance, Brent J“… Convolutional neural networks (CNNs), which have been used in computer vision and speech recognition to perform automatic feature extraction and classification, have successfully been applied to EEG-based BCIs…”
Publikováno v Journal of neural engineering (01. 10. 2018)
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2Publikováno v IEEE transaction on neural networks and learning systems (01. 09. 2019)Journal Article
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3“… We propose in this work a novel deep convolutional neural network (DCNN) method for sCT generation and evaluate its performance on a set of brain tumor patient images…”
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4Hlavní autor Liu, Manhua, Li, Fan, Yan, Hao, Wang, Kundong, Ma, Yixin, Shen, Li, Xu, Mingqing“…Alzheimer’s disease (AD) is a progressive and irreversible brain degenerative disorder. Mild cognitive impairment (MCI) is a clinical precursor of AD. Although…”
Publikováno v NeuroImage (Orlando, Fla.) (01. 03. 2020)
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5Hlavní autor Zheng, Xiangwei, Yu, Xiaomei, Yin, Yongqiang, Li, Tiantian, Yan, Xiaoyan“… temporal and spatial feature fusion and classification method with improved convolutional neural networks (CNNs…”
Publikováno v International journal of intelligent systems (01. 11. 2021)
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6Publikováno v IEEE transaction on neural networks and learning systems (01. 10. 2023)Journal Article
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7Hlavní autor Jain, Rachna, Jain, Nikita, Aggarwal, Akshay, Hemanth, D. Jude“… Nowadays, deep learning or particularly convolutional neural network (CNN) is getting more attention due to its state-of-the-art performances in variety of computer vision tasks such as visual object classification, detection and segmentation…”
Publikováno v Cognitive systems research (01. 10. 2019)
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8Hlavní autor Wisely, C. Ellis, Wang, Dong, Henao, Ricardo, Grewal, Dilraj S., Thompson, Atalie C., Robbins, Cason B., Yoon, Stephen P., Soundararajan, Srinath, Polascik, Bryce W., Burke, James R., Liu, Andy, Carin, Lawrence, Fekrat, Sharon“…Background/AimsTo develop a convolutional neural network (CNN) to detect symptomatic Alzheimer’s disease (AD…”
Publikováno v British journal of ophthalmology (01. 03. 2022)
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9Hlavní autor Zhang, Kaishuo, Robinson, Neethu, Lee, Seong-Whan, Guan, Cuntai“… Addressing this, in this paper, we propose 5 schemes for adaptation of a deep convolutional neural network (CNN…”
Publikováno v Neural networks (01. 04. 2021)
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10Hlavní autor Roy, Arunabha M.“… However, due to inter-subject variability, inherent complex properties, and low signal-to-noise ratio (SNR…”
Publikováno v Engineering applications of artificial intelligence (01. 11. 2022)
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11Hlavní autor Cimtay, Yucel, Ekmekcioglu, Erhan“… The aim of this study is to increase the subject-independent recognition accuracy by exploiting pretrained state-of-the-art Convolutional Neural Network…”
Publikováno v Sensors (Basel, Switzerland) (04. 04. 2020)
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12Hlavní autor Sivaranjini, S., Sujatha, C. M.“… The Convolutional Neural Network architecture AlexNet is used to refine the diagnosis of Parkinson’s disease. The MR images are trained…”
Publikováno v Multimedia tools and applications (01. 06. 2020)
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13Hlavní autor Huang, Yechong, Xu, Jiahang, Zhou, Yuncheng, Tong, Tong, Zhuang, Xiahai“… In this paper, we propose a convolutional neural network (CNN) to integrate all the multi-modality information included in both T1-MR and FDG-PET images of the hippocampal area, for the diagnosis of AD…”
Publikováno v Frontiers in neuroscience (31. 05. 2019)
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14Hlavní autor Ko, Wei-Yin, MS, MEng, Siontis, Konstantinos C., MD, Attia, Zachi I., MSEE, Carter, Rickey E., PhD, Kapa, Suraj, MD, Ommen, Steve R., MD, Demuth, Steven J., BA, Ackerman, Michael J., MD, PhD, Gersh, Bernard J., MB, ChB DPhil, Arruda-Olson, Adelaide M., MD, PhD, Geske, Jeffrey B., MD, Asirvatham, Samuel J., MD, Lopez-Jimenez, Francisco, MD, Nishimura, Rick A., MD, Friedman, Paul A., MD, Noseworthy, Peter A., MD“…). MethodsA convolutional neural network (CNN) was trained and validated using digital 12-lead ECG from 2,448 patients…”
Publikováno v Journal of the American College of Cardiology (25. 02. 2020)
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15Hlavní autor Song, Yang, Zhang, Yu‐Dong, Yan, Xu, Liu, Hui, Zhou, Minxiong, Hu, Bingwen, Yang, Guang“…‐aided diagnosis of prostate cancer (PCa) with multiparametric MRI (mp‐MRI). Purpose To develop an automatic approach based on deep convolutional neural network (DCNN…”
Publikováno v Journal of magnetic resonance imaging (01. 12. 2018)
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16Hlavní autor Acharya, U. Rajendra, Oh, Shu Lih, Hagiwara, Yuki, Tan, Jen Hong, Adeli, Hojjat, Subha, D. P“…•Classification of normal and depression using EEG signals.•Employed a 13-layer deep convolutional neural network model…”
Publikováno v Computer methods and programs in biomedicine (01. 07. 2018)
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17Hlavní autor Huang, Furong, Guang, Peiwen, Li, Fucui, Liu, Xuewen, Zhang, Weimin, Huang, Wendong“… This study proposes using bone marrow cell microscopy images and employs convolutional neural network (CNN…”
Publikováno v Medicine (Baltimore) (06. 11. 2020)
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19Hlavní autor Spuhler, Karl, Serrano‐Sosa, Mario, Cattell, Renee, DeLorenzo, Christine, Huang, Chuan“… This study aims to develop a denoising method using a novel dilated convolutional neural network (CNN) to recover full…”
Publikováno v Medical physics (Lancaster) (01. 10. 2020)
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20Publikováno v IEEE transactions on neural systems and rehabilitation engineering (01. 10. 2019)Journal Article