Pub Date : 2023-01-01DOI: 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}
Pub Date : 2023-01-01DOI: 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}
Pub Date : 2023-01-01DOI: 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}
Pub Date : 2023-01-01DOI: 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}
Pub Date : 2023-01-01DOI: 10.1504/ijmei.2023.134534
Akshita Abrol, Nisha Kapoor, Parveen Kumar Lehana
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.
{"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}
Pub Date : 2023-01-01DOI: 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}
Pub Date : 2023-01-01DOI: 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}
Pub Date : 2023-01-01DOI: 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}
Pub Date : 2023-01-01DOI: 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
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.
{"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}
Pub Date : 2023-01-01DOI: 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}
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