J. Medical Imaging Health Informatics最新文献

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An Effective Approach Based on Deep Residual Google Net Convolutional Neural Network Classifier for the Detection of Glaucoma 基于深度残差Google网卷积神经网络分类器的青光眼检测方法
J. Medical Imaging Health Informatics Pub Date : 2021-10-01 DOI: 10.1166/JMIHI.2021.3854
C. Sharmila, N. Shanthi
{"title":"An Effective Approach Based on Deep Residual Google Net Convolutional Neural Network Classifier for the Detection of Glaucoma","authors":"C. Sharmila, N. Shanthi","doi":"10.1166/JMIHI.2021.3854","DOIUrl":"https://doi.org/10.1166/JMIHI.2021.3854","url":null,"abstract":"","PeriodicalId":393031,"journal":{"name":"J. Medical Imaging Health Informatics","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122904589","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
Measurement of Intima-Media Thickness Depending on Intima Media Complex Segmentation by Deep Neural Networks 基于深度神经网络内膜-中膜复合分割的内膜-中膜厚度测量
J. Medical Imaging Health Informatics Pub Date : 2021-10-01 DOI: 10.1166/JMIHI.2021.3841
Sudha Subramaniam, K. Jayanthi, C. Rajasekaran, C. Sunder
{"title":"Measurement of Intima-Media Thickness Depending on Intima Media Complex Segmentation by Deep Neural Networks","authors":"Sudha Subramaniam, K. Jayanthi, C. Rajasekaran, C. Sunder","doi":"10.1166/JMIHI.2021.3841","DOIUrl":"https://doi.org/10.1166/JMIHI.2021.3841","url":null,"abstract":"","PeriodicalId":393031,"journal":{"name":"J. Medical Imaging Health Informatics","volume":"380 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122783615","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: 3
Efficient Detection Using Soft Computing Approach of Modified Fuzzy C-Means Based Outlier Detection in Electronics Patient Records Systems 电子病历系统中基于改进模糊c均值的离群点检测软计算方法的高效检测
J. Medical Imaging Health Informatics Pub Date : 2021-10-01 DOI: 10.1166/JMIHI.2021.3857
V. Kathiresan, S. Karthik
{"title":"Efficient Detection Using Soft Computing Approach of Modified Fuzzy C-Means Based Outlier Detection in Electronics Patient Records Systems","authors":"V. Kathiresan, S. Karthik","doi":"10.1166/JMIHI.2021.3857","DOIUrl":"https://doi.org/10.1166/JMIHI.2021.3857","url":null,"abstract":"","PeriodicalId":393031,"journal":{"name":"J. Medical Imaging Health Informatics","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127751648","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
Design and Development of 3D Brain MRI System Using Deep Neural Networks 基于深度神经网络的三维脑MRI系统设计与开发
J. Medical Imaging Health Informatics Pub Date : 2021-10-01 DOI: 10.1166/JMIHI.2021.3855
M. Vadivel, R. Ganesan
{"title":"Design and Development of 3D Brain MRI System Using Deep Neural Networks","authors":"M. Vadivel, R. Ganesan","doi":"10.1166/JMIHI.2021.3855","DOIUrl":"https://doi.org/10.1166/JMIHI.2021.3855","url":null,"abstract":"","PeriodicalId":393031,"journal":{"name":"J. Medical Imaging Health Informatics","volume":"76 5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116152806","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
Evaluation of Convolutional Neural Network Architecture for Feasibility Analysis on Fetal Abdomen and Brain Images 胎儿腹部和脑部图像的卷积神经网络结构可行性评估
J. Medical Imaging Health Informatics Pub Date : 2021-10-01 DOI: 10.1166/JMIHI.2021.3844
P. Deepika, P. Pabitha
{"title":"Evaluation of Convolutional Neural Network Architecture for Feasibility Analysis on Fetal Abdomen and Brain Images","authors":"P. Deepika, P. Pabitha","doi":"10.1166/JMIHI.2021.3844","DOIUrl":"https://doi.org/10.1166/JMIHI.2021.3844","url":null,"abstract":"","PeriodicalId":393031,"journal":{"name":"J. Medical Imaging Health Informatics","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125226863","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
An Efficient Steganalysis of Medical Images by Using Deep Learning Based Discrete Scalable Alex Net Convolutionary Neural Networks Classifier 基于深度学习的离散可扩展Alex网络卷积神经网络分类器对医学图像的有效隐写
J. Medical Imaging Health Informatics Pub Date : 2021-10-01 DOI: 10.1166/JMIHI.2021.3858
J. Hemalatha, S. Geetha, S. Mohan, S Roselin Nivetha
{"title":"An Efficient Steganalysis of Medical Images by Using Deep Learning Based Discrete Scalable Alex Net Convolutionary Neural Networks Classifier","authors":"J. Hemalatha, S. Geetha, S. Mohan, S Roselin Nivetha","doi":"10.1166/JMIHI.2021.3858","DOIUrl":"https://doi.org/10.1166/JMIHI.2021.3858","url":null,"abstract":"Steganalysis is the technique that tries to beat steganography by detecting and removing secret information. Steganalysis involves the detection of a message embedded in a picture. Deep Learning (DL) advances have offered alternative approaches to many difficult issues, including the\u0000 field of image steganalysis using deep-learning architecture based on convolutionary neural networks (CNN). In recent years, many CNN architectures have been established that have enhanced the exact identification of steganographic images. This work presents a novel architecture which involves\u0000 a preprocessing stage using histogram equalization and adaptive recursive median filter banks to reduce image noise, a feature extraction stage using shearlet multilinear local embedding methods and then finally the classification can be done by using the discrete scalable Alex NET CNN classifier.\u0000 Performance was evaluated on the RGB-BMP Steganalysis Dataset with different experimental setups. To prove the effectiveness of the suggested algorithm it can be compared with the other existing methodologies. This work improves classification accuracies on all other existing algorithms over\u0000 test data.","PeriodicalId":393031,"journal":{"name":"J. Medical Imaging Health Informatics","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132208344","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
Development of Optimized Algorithm and Field Programmable Gate Array Implementation for Bio Medical Image Denoising for Health Informatics Applications 面向健康信息学应用的生物医学图像去噪优化算法和现场可编程门阵列实现的发展
J. Medical Imaging Health Informatics Pub Date : 2021-10-01 DOI: 10.1166/JMIHI.2021.3851
D. Devasena, M. Jagadeeswari, Krishnamurthy Srinivasan
{"title":"Development of Optimized Algorithm and Field Programmable Gate Array Implementation for Bio Medical Image Denoising for Health Informatics Applications","authors":"D. Devasena, M. Jagadeeswari, Krishnamurthy Srinivasan","doi":"10.1166/JMIHI.2021.3851","DOIUrl":"https://doi.org/10.1166/JMIHI.2021.3851","url":null,"abstract":"","PeriodicalId":393031,"journal":{"name":"J. Medical Imaging Health Informatics","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129863150","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
Inattentive Drowsiness Behavior Profile Detection with Heavy Eyed Interval Approach for Biomedical Applications in Health Monitoring System 重眼间隔法在生物医学健康监测系统中的应用
J. Medical Imaging Health Informatics Pub Date : 2021-10-01 DOI: 10.1166/JMIHI.2021.3846
M. Kokila, V. Gomathi
{"title":"Inattentive Drowsiness Behavior Profile Detection with Heavy Eyed Interval Approach for Biomedical Applications in Health Monitoring System","authors":"M. Kokila, V. Gomathi","doi":"10.1166/JMIHI.2021.3846","DOIUrl":"https://doi.org/10.1166/JMIHI.2021.3846","url":null,"abstract":"","PeriodicalId":393031,"journal":{"name":"J. Medical Imaging Health Informatics","volume":"86 10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130327550","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
An Efficient Image Segmentation Using Partial Differential Equation for Image Processing Applications 基于偏微分方程的高效图像分割在图像处理中的应用
J. Medical Imaging Health Informatics Pub Date : 2021-10-01 DOI: 10.1166/JMIHI.2021.3840
P. Geetha, S. Nagarani
{"title":"An Efficient Image Segmentation Using Partial Differential Equation for Image Processing Applications","authors":"P. Geetha, S. Nagarani","doi":"10.1166/JMIHI.2021.3840","DOIUrl":"https://doi.org/10.1166/JMIHI.2021.3840","url":null,"abstract":"","PeriodicalId":393031,"journal":{"name":"J. Medical Imaging Health Informatics","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130012470","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
Convolutional Neural Network Based Brain Tumor Classification Using Robust Background Saliency Detection 基于卷积神经网络的鲁棒背景显著性检测脑肿瘤分类
J. Medical Imaging Health Informatics Pub Date : 2021-10-01 DOI: 10.1166/JMIHI.2021.3849
K. Devi, R. Gomathi
{"title":"Convolutional Neural Network Based Brain Tumor Classification Using Robust Background Saliency Detection","authors":"K. Devi, R. Gomathi","doi":"10.1166/JMIHI.2021.3849","DOIUrl":"https://doi.org/10.1166/JMIHI.2021.3849","url":null,"abstract":"","PeriodicalId":393031,"journal":{"name":"J. Medical Imaging Health Informatics","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114527432","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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