Proceedings of ... International Joint Conference on Neural Networks. International Joint Conference on Neural Networks最新文献

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Magnetic Resonance Imaging Estimation of Longitudinal Relaxation Rate Change (ΔR1) in Dual Gradient Echo Sequences Using an Adaptive Model. 基于自适应模型的双梯度回波序列纵向松弛速率变化的磁共振成像估计(ΔR1)。
H Bagher-Ebadian, S P Nejad-Davarani, M M Ali, S Brown, M Makki, Q Jiang, D C Noll, J R Ewing
{"title":"Magnetic Resonance Imaging Estimation of Longitudinal Relaxation Rate Change (ΔR<sub>1</sub>) in Dual Gradient Echo Sequences Using an Adaptive Model.","authors":"H Bagher-Ebadian,&nbsp;S P Nejad-Davarani,&nbsp;M M Ali,&nbsp;S Brown,&nbsp;M Makki,&nbsp;Q Jiang,&nbsp;D C Noll,&nbsp;J R Ewing","doi":"10.1109/IJCNN.2011.6033544","DOIUrl":"https://doi.org/10.1109/IJCNN.2011.6033544","url":null,"abstract":"<p><p>Magnetic Resonance Imaging (MRI) estimation of contrast agent concentration in fast pulse sequences such as Dual Gradient Echo (DGE) imaging is challenging. An Adaptive Neural Network (ANN) was trained with a map of contrast agent concentration estimated by Look-Locker (LL) technique (modified version of inversion recovery imaging) as a gold standard. Using a set of features extracted from DGE MRI data, an ANN was trained to create a voxel based estimator of the time trace of CA concentration. The ANN was trained and tested with the DGE and LL information of six Fisher rats using a K-Fold Cross-Validation (KFCV) method with 60 folds and 10500 samples. The Area Under the Receiver Operator Characteristic Curve (AUROC) for 60 folds was used for training, testing and optimization of the ANN. After training and optimization, the optimal ANN (4:7:5:1) produced maps of CA concentration which were highly correlated (<i>r =0.89, P < 0.0001</i>) with the CA concentration estimated by the LL technique. The estimation made by the ANN had an excellent overall performance (AUROC = 0.870).</p>","PeriodicalId":89613,"journal":{"name":"Proceedings of ... International Joint Conference on Neural Networks. International Joint Conference on Neural Networks","volume":"2011 ","pages":"2501-2506"},"PeriodicalIF":0.0,"publicationDate":"2011-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/IJCNN.2011.6033544","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"32722311","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Perturbation analysis of a class of neural networks 一类神经网络的摄动分析
A. Meyer-Bäse
{"title":"Perturbation analysis of a class of neural networks","authors":"A. Meyer-Bäse","doi":"10.1109/ICNN.1997.616130","DOIUrl":"https://doi.org/10.1109/ICNN.1997.616130","url":null,"abstract":"","PeriodicalId":89613,"journal":{"name":"Proceedings of ... International Joint Conference on Neural Networks. International Joint Conference on Neural Networks","volume":"40 1","pages":"825-828"},"PeriodicalIF":0.0,"publicationDate":"1997-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73071258","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of fuzzy neural network to ECG diagnosis 模糊神经网络在心电诊断中的应用
Z. Xie, H. Xie, Xing-Bao Ning
{"title":"Application of fuzzy neural network to ECG diagnosis","authors":"Z. Xie, H. Xie, Xing-Bao Ning","doi":"10.1109/ICNN.1997.611637","DOIUrl":"https://doi.org/10.1109/ICNN.1997.611637","url":null,"abstract":"","PeriodicalId":89613,"journal":{"name":"Proceedings of ... International Joint Conference on Neural Networks. International Joint Conference on Neural Networks","volume":"35 1","pages":"62-66"},"PeriodicalIF":0.0,"publicationDate":"1997-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77210754","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unsupervised hierarchical fingerprint matching 无监督分层指纹匹配
A. Ozbayoglu, C. Dagli
{"title":"Unsupervised hierarchical fingerprint matching","authors":"A. Ozbayoglu, C. Dagli","doi":"10.1109/ICNN.1997.614006","DOIUrl":"https://doi.org/10.1109/ICNN.1997.614006","url":null,"abstract":"","PeriodicalId":89613,"journal":{"name":"Proceedings of ... International Joint Conference on Neural Networks. International Joint Conference on Neural Networks","volume":"40 1","pages":"1439-1442"},"PeriodicalIF":0.0,"publicationDate":"1997-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75619890","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Global stability analysis of a nonlinear principal component analysis neural network 一类非线性主成分分析神经网络的全局稳定性分析
A. Meyer-Bäse
{"title":"Global stability analysis of a nonlinear principal component analysis neural network","authors":"A. Meyer-Bäse","doi":"10.1109/ICNN.1997.614167","DOIUrl":"https://doi.org/10.1109/ICNN.1997.614167","url":null,"abstract":"","PeriodicalId":89613,"journal":{"name":"Proceedings of ... International Joint Conference on Neural Networks. International Joint Conference on Neural Networks","volume":"10 1","pages":"1785-1787"},"PeriodicalIF":0.0,"publicationDate":"1997-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82556994","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Neural networks based traffic prediction for cell discarding policy 基于神经网络的小区丢弃策略流量预测
Hsiou-Ping Lin, Y. Ouyang
{"title":"Neural networks based traffic prediction for cell discarding policy","authors":"Hsiou-Ping Lin, Y. Ouyang","doi":"10.1109/ICNN.1997.614217","DOIUrl":"https://doi.org/10.1109/ICNN.1997.614217","url":null,"abstract":"","PeriodicalId":89613,"journal":{"name":"Proceedings of ... International Joint Conference on Neural Networks. International Joint Conference on Neural Networks","volume":"160 1","pages":"2051-2056"},"PeriodicalIF":0.0,"publicationDate":"1997-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76021233","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Using weight decay to optimize the generalization ability of a perceptron 利用权值衰减优化感知器的泛化能力
S. Bös, Chng Eng Siong
{"title":"Using weight decay to optimize the generalization ability of a perceptron","authors":"S. Bös, Chng Eng Siong","doi":"10.1109/ICNN.1996.548898","DOIUrl":"https://doi.org/10.1109/ICNN.1996.548898","url":null,"abstract":"","PeriodicalId":89613,"journal":{"name":"Proceedings of ... International Joint Conference on Neural Networks. International Joint Conference on Neural Networks","volume":"37 1","pages":"241-246"},"PeriodicalIF":0.0,"publicationDate":"1996-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74748476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
RETINET: a neural network for the psychophysics of color vision 视网膜视网膜:用于色觉心理物理学的神经网络
Antonio Glaría-Bengoechea, Jorge Mpodozis-Marín, Ronald Jonas-Zuñiga, A. Leiva
{"title":"RETINET: a neural network for the psychophysics of color vision","authors":"Antonio Glaría-Bengoechea, Jorge Mpodozis-Marín, Ronald Jonas-Zuñiga, A. Leiva","doi":"10.1109/ICNN.1996.548985","DOIUrl":"https://doi.org/10.1109/ICNN.1996.548985","url":null,"abstract":"","PeriodicalId":89613,"journal":{"name":"Proceedings of ... International Joint Conference on Neural Networks. International Joint Conference on Neural Networks","volume":"23 5","pages":"724-727"},"PeriodicalIF":0.0,"publicationDate":"1996-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/ICNN.1996.548985","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72452581","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Neural network techniques for a physiological rooted analysis of auditory brain stem average evoked responses (ABSR) 听觉脑干平均诱发反应生理根源分析的神经网络技术
Antonio Glaría-Bengoechea, Carlos Arancibia-Bórquez
{"title":"Neural network techniques for a physiological rooted analysis of auditory brain stem average evoked responses (ABSR)","authors":"Antonio Glaría-Bengoechea, Carlos Arancibia-Bórquez","doi":"10.1109/ICNN.1996.548999","DOIUrl":"https://doi.org/10.1109/ICNN.1996.548999","url":null,"abstract":"","PeriodicalId":89613,"journal":{"name":"Proceedings of ... International Joint Conference on Neural Networks. International Joint Conference on Neural Networks","volume":"39 1","pages":"800-803"},"PeriodicalIF":0.0,"publicationDate":"1996-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84842400","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Design of controller for nonlinear multivariable system using dynamic neural unit model 基于动态神经单元模型的非线性多变量系统控制器设计
Seong-Wook Park, Bo-Hyeok Seo
{"title":"Design of controller for nonlinear multivariable system using dynamic neural unit model","authors":"Seong-Wook Park, Bo-Hyeok Seo","doi":"10.1109/ICNN.1996.549248","DOIUrl":"https://doi.org/10.1109/ICNN.1996.549248","url":null,"abstract":"","PeriodicalId":89613,"journal":{"name":"Proceedings of ... International Joint Conference on Neural Networks. International Joint Conference on Neural Networks","volume":"27 1","pages":"2232-2237"},"PeriodicalIF":0.0,"publicationDate":"1996-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84502423","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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