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International Journal of Medical Engineering and Informatics最新文献

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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.2021.10041984
Kanica Sachdev, M. Gupta
{"title":"CIAE: class imbalance aware ensemble framework to predict drug side effects","authors":"Kanica Sachdev, M. Gupta","doi":"10.1504/ijmei.2021.10041984","DOIUrl":"https://doi.org/10.1504/ijmei.2021.10041984","url":null,"abstract":"","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"15 1","pages":"458-469"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66718433","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
Detection and classification of lung cancer using deep neural network 基于深度神经网络的肺癌检测与分类
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10054175
M. V. Kumar, S. B. Kumar
{"title":"Detection and classification of lung cancer using deep neural network","authors":"M. V. Kumar, S. B. Kumar","doi":"10.1504/ijmei.2023.10054175","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10054175","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":"66719466","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
Myocardial infarction detection in late gadolinium enhancement cardiac MRI 晚期钆增强心脏MRI对心肌梗死的检测
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10055269
M. Messadi, Sarra Dali Youcef
{"title":"Myocardial infarction detection in late gadolinium enhancement cardiac MRI","authors":"M. Messadi, Sarra Dali Youcef","doi":"10.1504/ijmei.2023.10055269","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10055269","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":"66719686","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
Feasibility of automatic differential diagnosis of endodontic origin periapical lesions - a pilot study 根管源性根尖周病变自动鉴别诊断的可行性-一项初步研究
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.133109
Jay Patel, Dinesh P. Mital, Vaishali Singhal, Shankar Srinivasan, Huanmei Wu, Sashi Mehta
{"title":"Feasibility of automatic differential diagnosis of endodontic origin periapical lesions - a pilot study","authors":"Jay Patel, Dinesh P. Mital, Vaishali Singhal, Shankar Srinivasan, Huanmei Wu, Sashi Mehta","doi":"10.1504/ijmei.2023.133109","DOIUrl":"https://doi.org/10.1504/ijmei.2023.133109","url":null,"abstract":"","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"15 1","pages":"430-441"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66719969","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 and classification of schizophrenic speech using convolutional neural network for medical healthcare 基于卷积神经网络的精神分裂症语音识别与分类
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.134534
Akshita Abrol, Nisha Kapoor, Parveen Kumar Lehana
{"title":"Identification and classification of schizophrenic speech using convolutional neural network for medical healthcare","authors":"Akshita Abrol, Nisha Kapoor, Parveen Kumar Lehana","doi":"10.1504/ijmei.2023.134534","DOIUrl":"https://doi.org/10.1504/ijmei.2023.134534","url":null,"abstract":"Schizophrenia is a brain disorder that significantly affects the quality of life of affected individuals. One of its prominent symptoms is the induction of changes in the acoustics of the patients. In the absence of definite methods for its diagnosis, speech analysis can help in the preliminary screening of the patients. In this paper, an automated method using deep learning for differentiating between individuals with schizophrenia and psychosis from healthy individuals is suggested. Using convolutional neural networks with speech spectrograms as input, a classification accuracy of 87.01% has been obtained for levels of schizophrenia and 95.26% for differentiating between schizophrenic and healthy speech.","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"156 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":"135262345","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
Data mining approach for nutrition score calculation of geriatric patients 基于数据挖掘的老年患者营养评分计算方法
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10055068
V. P. Suryawanshi, R. Phalnikar
{"title":"Data mining approach for nutrition score calculation of geriatric patients","authors":"V. P. Suryawanshi, R. Phalnikar","doi":"10.1504/ijmei.2023.10055068","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10055068","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":"66719625","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 optimised machine learning approach using Intel oneAPI for detecting cardiovascular system failure 一种优化的机器学习方法，使用英特尔oneAPI检测心血管系统故障
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10057866
S. K. Vasudevan, A. Srilakshmi, Akshay Ramakrishnan
{"title":"An optimised machine learning approach using Intel oneAPI for detecting cardiovascular system failure","authors":"S. K. Vasudevan, A. Srilakshmi, Akshay Ramakrishnan","doi":"10.1504/ijmei.2023.10057866","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10057866","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":"66719663","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
Efficacy and bioequivalence study of Zithromax and Azithral a drug for the treatment COVID-19 齐舒美与阿齐唑治疗COVID-19的疗效及生物等效性研究
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10056861
H. Youcef
{"title":"Efficacy and bioequivalence study of Zithromax and Azithral a drug for the treatment COVID-19","authors":"H. Youcef","doi":"10.1504/ijmei.2023.10056861","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10056861","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":"66719934","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
Managing infectious and inflammatory complications in closed kidney injuries on the basis of fuzzy models 基于模糊模型的闭合性肾损伤感染及炎症并发症处理
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.127253
Nikolay Korenevskiy, Seregin Stanislav Petrovich, Riad Taha Al Kasasbeh, Ayman Ahmad Alqaralleh, Gennadij Vjacheslavovich Siplivyj, Mahdi Salman Alshamasin, Sofia Nikolaevna Rodionova, Ivan Mikhailovich Kholimenko, Maxim Yurievich Ilyash
{"title":"Managing infectious and inflammatory complications in closed kidney injuries on the basis of fuzzy models","authors":"Nikolay Korenevskiy, Seregin Stanislav Petrovich, Riad Taha Al Kasasbeh, Ayman Ahmad Alqaralleh, Gennadij Vjacheslavovich Siplivyj, Mahdi Salman Alshamasin, Sofia Nikolaevna Rodionova, Ivan Mikhailovich Kholimenko, Maxim Yurievich Ilyash","doi":"10.1504/ijmei.2023.127253","DOIUrl":"https://doi.org/10.1504/ijmei.2023.127253","url":null,"abstract":"The aim of this work is to reduce the time and cost of forecasting, preventing and treating patients with infectious complications with kidney injuries. The study is based on the results of a retrospective analysis of the medical records of 123 patients with various forms of kidney injury. Using the methods of analysis, it was shown that in order to achieve acceptable for practice quality prediction of possible infectious and inflammatory complications, the level of psycho-emotional stress and energy of biologically active points 'connected' to the kidneys is used as additional prognostic signs, with the confidence in the correct prediction increasing to 0.93.","PeriodicalId":39126,"journal":{"name":"International Journal of Medical Engineering and Informatics","volume":"73 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":"136229297","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
An intelligent method for predicting cardiac disease based on PSO-convolutional neural network 基于pso -卷积神经网络的心脏病智能预测方法
International Journal of Medical Engineering and Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijmei.2023.10054940
P. B. Prince, M. Balamurugan
{"title":"An intelligent method for predicting cardiac disease based on PSO-convolutional neural network","authors":"P. B. Prince, M. Balamurugan","doi":"10.1504/ijmei.2023.10054940","DOIUrl":"https://doi.org/10.1504/ijmei.2023.10054940","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":"66719575","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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