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An overview of early detection of Alzheimer's disease 阿尔茨海默病的早期检测概述
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.133091
C. R. Nagarathna, Kusuma Mohanchandra
{"title":"An overview of early detection of Alzheimer's disease","authors":"C. R. Nagarathna, Kusuma Mohanchandra","doi":"10.1504/ijmei.2023.133091","DOIUrl":"https://doi.org/10.1504/ijmei.2023.133091","url":null,"abstract":"","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"15 1","pages":"442-457"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66719959","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
Hybrid brain computer interface structures to control drone in 3D 混合脑机接口结构控制无人机在三维
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10058455
Nalini K. Mohan, K. Rajalakshmi, G.R. Mahendra Babu, S. Bharathi, B. Divya
{"title":"Hybrid brain computer interface structures to control drone in 3D","authors":"Nalini K. Mohan, K. Rajalakshmi, G.R. Mahendra Babu, S. Bharathi, B. Divya","doi":"10.1504/ijmei.2023.10058455","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10058455","url":null,"abstract":"","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66720037","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
A novel deep learning approach for b-value optimisation in intravoxel incoherent motion magnetic resonance imaging on simulated data 基于模拟数据的体内非相干运动磁共振成像b值优化的一种新的深度学习方法
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10058833
Ansamma John, Jini Raju, C. Ushadevi Amma, Jerome Francis, Abin Shoby
{"title":"A novel deep learning approach for b-value optimisation in intravoxel incoherent motion magnetic resonance imaging on simulated data","authors":"Ansamma John, Jini Raju, C. Ushadevi Amma, Jerome Francis, Abin Shoby","doi":"10.1504/ijmei.2023.10058833","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10058833","url":null,"abstract":"","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66720109","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
Identification of stroke using deepnet machine learning algorithm 使用深度网络机器学习算法识别笔划
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.133083
Abdulwahhab O. Alshammari, Noorah Atiyah, Hanoof Alaboodi, Riyad Alshammari
{"title":"Identification of stroke using deepnet machine learning algorithm","authors":"Abdulwahhab O. Alshammari, Noorah Atiyah, Hanoof Alaboodi, Riyad Alshammari","doi":"10.1504/ijmei.2023.133083","DOIUrl":"https://doi.org/10.1504/ijmei.2023.133083","url":null,"abstract":"","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"15 1","pages":"416-429"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66720238","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
A hybrid random forest-based feature selection model using mutual information and F-score for preterm birth classification 基于互信息和f分的混合随机森林特征选择模型用于早产儿分类
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.127257
Himani S. Deshpande, Leena Ragha
{"title":"A hybrid random forest-based feature selection model using mutual information and F-score for preterm birth classification","authors":"Himani S. Deshpande, Leena Ragha","doi":"10.1504/ijmei.2023.127257","DOIUrl":"https://doi.org/10.1504/ijmei.2023.127257","url":null,"abstract":"Every woman's body is unique and will have some features playing a vital role contributing towards a healthy pregnancy and manually it is difficult to decide the important features to be observed to prevent the pregnancy complications. In this proposal we have consider 21 physical features of 903 women of varied age groups, economy status and health conditions. Variation and information-based random forest (VIBRF) hybrid model using mutual information and F-score is applied to evaluate each feature looking into the variation within the feature and mutual information across the features. We experimented using various classifiers, and it is observed that Gaussian NB has shown most significant improvement in terms of prediction accuracy, from 31% with all features to 80% with our feature selection process. Though SVM prediction accuracy is 84% it is observed AUC drastically improved for GNB by 10%. As it is a medical application, it is important to achieve higher AUC and so through this experiment it is concluded that GNB performs better with proposed model.","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134955169","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
Analysis on effect of resampling techniques on cardiac arrhythmia classification using convolutional neural networks 重采样技术对卷积神经网络心律失常分类的影响分析
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.134540
Rekha Rajagopal, V. Shyam Kumar
{"title":"Analysis on effect of resampling techniques on cardiac arrhythmia classification using convolutional neural networks","authors":"Rekha Rajagopal, V. Shyam Kumar","doi":"10.1504/ijmei.2023.134540","DOIUrl":"https://doi.org/10.1504/ijmei.2023.134540","url":null,"abstract":"","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"303 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134883371","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
Forward neck posture on cervical pain among university students: effect of smartphone addiction 前颈姿势对大学生颈椎疼痛的影响:智能手机成瘾的影响
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10057778
K. Baleswamy, Hafizah Che Hassan, Selvaraj Antoniraj
{"title":"Forward neck posture on cervical pain among university students: effect of smartphone addiction","authors":"K. Baleswamy, Hafizah Che Hassan, Selvaraj Antoniraj","doi":"10.1504/ijmei.2023.10057778","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10057778","url":null,"abstract":"","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66719647","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
Classification of cardiac arrhythmia disease using deep learning auto encoder algorithm 基于深度学习自动编码器算法的心律失常疾病分类
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10058004
B. Nithyasundari
{"title":"Classification of cardiac arrhythmia disease using deep learning auto encoder algorithm","authors":"B. Nithyasundari","doi":"10.1504/ijmei.2023.10058004","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10058004","url":null,"abstract":"","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66719731","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
Pneumonia detection using modified VGG 19 net architecture: application of deep convolutional neural network 基于改进VGG - 19网络架构的肺炎检测:深度卷积神经网络的应用
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10055646
C. Sivakumaran, Lourdu Jennifer J.R., P. V. Baby, K. Sivakumar
{"title":"Pneumonia detection using modified VGG 19 net architecture: application of deep convolutional neural network","authors":"C. Sivakumaran, Lourdu Jennifer J.R., P. V. Baby, K. Sivakumar","doi":"10.1504/ijmei.2023.10055646","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10055646","url":null,"abstract":"","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66719761","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
Effects of various phases and errors on partial volume estimation in the analysis of PV correction in ASL MRI 在ASL MRI PV校正分析中，不同相位和误差对部分体积估计的影响
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10055831
B. Thomas, C. Kesavadas, A. John, A. Shyna, A. Ushadevi
{"title":"Effects of various phases and errors on partial volume estimation in the analysis of PV correction in ASL MRI","authors":"B. Thomas, C. Kesavadas, A. John, A. Shyna, A. Ushadevi","doi":"10.1504/ijmei.2023.10055831","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10055831","url":null,"abstract":"","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66719801","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
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