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International Journal of Medical Engineering and Informatics最新文献

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Developing a biotechnical scheme using fuzzy logic model for classification of severity of pyelonephritis 应用模糊逻辑模型建立肾盂肾炎严重程度的生物技术分级方案
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.134533
Nikolay Korenevskiy, Seregin Stanislav Petrovich, Riad Taha Al Kasasbeh, Ayman Ahmad Alqaralleh, Sofia Nikolaevna Rodionova, Ashraf Adel Shaqadan, Ilyash Maxim Yurievich, Mahdi Salman Alshamasin
{"title":"Developing a biotechnical scheme using fuzzy logic model for classification of severity of pyelonephritis","authors":"Nikolay Korenevskiy, Seregin Stanislav Petrovich, Riad Taha Al Kasasbeh, Ayman Ahmad Alqaralleh, Sofia Nikolaevna Rodionova, Ashraf Adel Shaqadan, Ilyash Maxim Yurievich, Mahdi Salman Alshamasin","doi":"10.1504/ijmei.2023.134533","DOIUrl":"https://doi.org/10.1504/ijmei.2023.134533","url":null,"abstract":"","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"12 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":"135784251","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
Outbreak trends of fatality rate into coronavirus disease-2019 using deep learning 基于深度学习的2019冠状病毒病病死率爆发趋势
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.127256
Robin Singh Bhadoria, Yash Gupta, Ivan Perl
{"title":"Outbreak trends of fatality rate into coronavirus disease-2019 using deep learning","authors":"Robin Singh Bhadoria, Yash Gupta, Ivan Perl","doi":"10.1504/ijmei.2023.127256","DOIUrl":"https://doi.org/10.1504/ijmei.2023.127256","url":null,"abstract":"The World Health Organization (WHO) has declared the novel coronavirus as global pandemic on 11 March 2020. It was known to originate from Wuhan, China and its spread is unstoppable due to no proper medication and vaccine. The developed forecasting models predict the number of cases and its fatality rate for coronavirus disease 2019 (COVID-19), which is highly impulsive. This paper provides intrinsic algorithms namely - linear regression and long short-term memory (LSTM) using deep learning for time series-based prediction. It also uses the ReLU activation function and Adam optimiser. This paper also reports a comparative study on existing models for COVID-19 cases from different continents in the world. It also provides an extensive model that shows a brief prediction about the number of cases and time for recovered, active and deaths rate till January 2021.","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"36 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":"134955168","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
Early-stage leukaemia detection using sophisticated machine learning algorithms 使用复杂的机器学习算法检测早期白血病
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10060130
Ashima Bhatnagar Bhatia, Shama Kouser, Srinivas Venkata, Dhaya Sindhu Battina, Pawan Whig, Anant Aggarwal
{"title":"Early-stage leukaemia detection using sophisticated machine learning algorithms","authors":"Ashima Bhatnagar Bhatia, Shama Kouser, Srinivas Venkata, Dhaya Sindhu Battina, Pawan Whig, Anant Aggarwal","doi":"10.1504/ijmei.2023.10060130","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10060130","url":null,"abstract":"","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"144 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":"134882347","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
CIAE: class imbalance aware ensemble framework to predict drug side effects CIAE:类不平衡感知集成框架预测药物副作用
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.133089
Kanica Sachdev, Manoj Kumar Gupta
{"title":"CIAE: class imbalance aware ensemble framework to predict drug side effects","authors":"Kanica Sachdev, Manoj Kumar Gupta","doi":"10.1504/ijmei.2023.133089","DOIUrl":"https://doi.org/10.1504/ijmei.2023.133089","url":null,"abstract":"","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"44 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":"134888696","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 chaos theory for arrhythmia detection in pathological databases 混沌理论在病理数据库心律失常检测中的应用
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10051949
Varun Gupta
{"title":"Application of chaos theory for arrhythmia detection in pathological databases","authors":"Varun Gupta","doi":"10.1504/ijmei.2023.10051949","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10051949","url":null,"abstract":"","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"122 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":"134902079","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
A novel method to predict stroke using deep learning approach 一种利用深度学习方法预测中风的新方法
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10053942
C. Sivakumaran, R. Thirumurugan, A. Jayashree, Swagata B. Sarkar
{"title":"A novel method to predict stroke using deep learning approach","authors":"C. Sivakumaran, R. Thirumurugan, A. Jayashree, Swagata B. Sarkar","doi":"10.1504/ijmei.2023.10053942","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10053942","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":"66719443","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
Parkinson disease detection using ResNet-50: a CNN architecture 使用ResNet-50的帕金森病检测:一种CNN架构
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10057278
K. Manoharan, L. Chithra, S. Nirmalkumar, N. K. Anushkannan
{"title":"Parkinson disease detection using ResNet-50: a CNN architecture","authors":"K. Manoharan, L. Chithra, S. Nirmalkumar, N. K. Anushkannan","doi":"10.1504/ijmei.2023.10057278","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10057278","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":"66719593","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
Increasing the accuracy of oscillometric blood pressure measurement 提高振荡血压测量的准确性
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10057971
Vajravelu Ashok, R. R. Anandh, K. Rajalakshmi, Y. M. Blessy
{"title":"Increasing the accuracy of oscillometric blood pressure measurement","authors":"Vajravelu Ashok, R. R. Anandh, K. Rajalakshmi, Y. M. Blessy","doi":"10.1504/ijmei.2023.10057971","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10057971","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":"66719708","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
Integrating dialysis machine functions using system design approach 采用系统设计方法集成透析机功能
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10057977
A. Sajgure, N. Rajhans, Vicky B. Sardar
{"title":"Integrating dialysis machine functions using system design approach","authors":"A. Sajgure, N. Rajhans, Vicky B. Sardar","doi":"10.1504/ijmei.2023.10057977","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10057977","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":"66719720","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
Motor imagery classification based upon wavelet packet decomposition and binary particle swarm optimisation 基于小波包分解和二粒子群优化的运动意象分类
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10056105
N. Pawan, R. Dhiman
{"title":"Motor imagery classification based upon wavelet packet decomposition and binary particle swarm optimisation","authors":"N. Pawan, R. Dhiman","doi":"10.1504/ijmei.2023.10056105","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10056105","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":"66719813","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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