发布求助
文献互助 智能选刊 最新文献

International Journal of Medical Engineering and Informatics最新文献

筛选
英文 中文
Brain tumour segmentation using deep learning method - inception U-net 使用深度学习的脑肿瘤分割方法-初始U-net
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10058262
B. Kannan, G. Gurumoorthy, B. Ramesh, S. Mohan
{"title":"Brain tumour segmentation using deep learning method - inception U-net","authors":"B. Kannan, G. Gurumoorthy, B. Ramesh, S. Mohan","doi":"10.1504/ijmei.2023.10058262","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10058262","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":"66719833","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 new Parkinson detection system based on evolutionary fast learning networks and voice measurements 基于进化快速学习网络和语音测量的帕金森检测系统
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.130731
Ayoub Bouslah, Nora Taleb
{"title":"A new Parkinson detection system based on evolutionary fast learning networks and voice measurements","authors":"Ayoub Bouslah, Nora Taleb","doi":"10.1504/ijmei.2023.130731","DOIUrl":"https://doi.org/10.1504/ijmei.2023.130731","url":null,"abstract":"Parkinson's disease (PD) is becoming the second most neurological syndrome of the central nervous system after Alzheimer's disease. It causes diverse symptoms which include bradykinesia (slowness of movement), voice impairments, rigidity, tremor, and poor balance. PD recognition system based on voice has founded a non-invasive alternative, but involves rather complex measurements or variables. Therefore an attention is required toward new approaches for better forecasting accuracy. In this paper, an optimal fast learning network (FLN) based on genetic algorithm (GA) was established as PD diagnosis system. FLN is a double-parallel feed-forward neural network structure, and based on GA for feature reduction and hyperparameter optimisation of the FLN, it was used as a predictive model. Finally, the conducted experiments on the Parkinson data of voice recordings over ten fold cross-validation show that proposed system is less complex and also achieved better average classification results with an accuracy of 97.47%. At the same time, it is effective in automatic identification of important vocal features. Moreover, the highest average degree of improved accuracy was (2.1%) compared with other familiar wrappers including support vector machine and K-nearest neighbours in the similar conditions.","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"11 1 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":"135636837","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
Automatic speech classification in school children with cleft (and lip) palate 腭裂(唇)学童的自动语音分类
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.133088
Khaled Baazi, Mhania Guerti
{"title":"Automatic speech classification in school children with cleft (and lip) palate","authors":"Khaled Baazi, Mhania Guerti","doi":"10.1504/ijmei.2023.133088","DOIUrl":"https://doi.org/10.1504/ijmei.2023.133088","url":null,"abstract":"","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"79 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":"134888659","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
Automatic speech classification in school children with cleft (and lip) palate 腭裂(唇)学童的自动语音分类
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2021.10041983
Khaled Baazi, M. Guerti
{"title":"Automatic speech classification in school children with cleft (and lip) palate","authors":"Khaled Baazi, M. Guerti","doi":"10.1504/ijmei.2021.10041983","DOIUrl":"https://doi.org/10.1504/ijmei.2021.10041983","url":null,"abstract":"","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"8 1","pages":"484-499"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66718415","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
Multi perceptron network based model to classify the multi stages of Alzheimer’s disease using clinical data 基于多感知器网络的阿尔茨海默病多阶段临床数据分类模型
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10056957
M. Kusuma, C. R. Nagarathna
{"title":"Multi perceptron network based model to classify the multi stages of Alzheimer’s disease using clinical data","authors":"M. Kusuma, C. R. Nagarathna","doi":"10.1504/ijmei.2023.10056957","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10056957","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":"66719477","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
Parkinsons detection based on combined ResNet architecture and LSTM 基于联合ResNet和LSTM的帕金森检测
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10057280
B. Bapu, K. Kiruthika, M. Gokuldhev, A. Kumar
{"title":"Parkinsons detection based on combined ResNet architecture and LSTM","authors":"B. Bapu, K. Kiruthika, M. Gokuldhev, A. Kumar","doi":"10.1504/ijmei.2023.10057280","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10057280","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":"66719605","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
Radial basis function network equipped with an ensemble-based Lasso ridge model in diagnosis of breast cancer 基于集成Lasso脊模型的径向基函数网络在乳腺癌诊断中的应用
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10056107
Pooja J. Shah, T. Shah
{"title":"Radial basis function network equipped with an ensemble-based Lasso ridge model in diagnosis of breast cancer","authors":"Pooja J. Shah, T. Shah","doi":"10.1504/ijmei.2023.10056107","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10056107","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":"66719828","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 new hybrid approach for automated leakage detection in fundus fluorescein angiography images 眼底荧光素血管造影图像自动渗漏检测的新混合方法
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10056108
S. K. Banchhor, B. Singh, Suraj Chandrakar, Ankur Khare, R. Khatri, Deepak Chandravanshi
{"title":"A new hybrid approach for automated leakage detection in fundus fluorescein angiography images","authors":"S. K. Banchhor, B. Singh, Suraj Chandrakar, Ankur Khare, R. Khatri, Deepak Chandravanshi","doi":"10.1504/ijmei.2023.10056108","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10056108","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":"66719870","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
Revolutionising organ donation and transplantation for a better future: a blockchain based approach 为更美好的未来革新器官捐赠和移植:基于区块链的方法
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10058768
R. Patil, Yogesh H. Patil
{"title":"Revolutionising organ donation and transplantation for a better future: a blockchain based approach","authors":"R. Patil, Yogesh H. Patil","doi":"10.1504/ijmei.2023.10058768","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10058768","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":"66720061","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
Multi-task deep neural network models for learning COVID-19 disease representations from multimodal data 基于多模态数据学习COVID-19疾病表征的多任务深度神经网络模型
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.134537
Veena Mayya, K. Karthik, Krishnananda Prabhu Karadka, S. Sowmya Kamath
{"title":"Multi-task deep neural network models for learning COVID-19 disease representations from multimodal data","authors":"Veena Mayya, K. Karthik, Krishnananda Prabhu Karadka, S. Sowmya Kamath","doi":"10.1504/ijmei.2023.134537","DOIUrl":"https://doi.org/10.1504/ijmei.2023.134537","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":"134883383","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
首页 上一页 下一页 尾页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：481959085
Book学术官方微信