{"title":"基于svm - lstm -贝叶斯优化算法与基于小波双相双谱特征相结合的肺部非定音高效分类","authors":"Rupesh Dubey, RM Bodade, Divya Dubey","doi":"10.1007/s42600-023-00270-2","DOIUrl":null,"url":null,"abstract":"","PeriodicalId":55623,"journal":{"name":"Research on Biomedical Engineering","volume":"39 1","pages":"349 - 363"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Efficient classification of the adventitious sounds of the lung through a combination of SVM-LSTM-Bayesian optimization algorithm with features based on wavelet bi-phase and bi-spectrum\",\"authors\":\"Rupesh Dubey, RM Bodade, Divya Dubey\",\"doi\":\"10.1007/s42600-023-00270-2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\",\"PeriodicalId\":55623,\"journal\":{\"name\":\"Research on Biomedical Engineering\",\"volume\":\"39 1\",\"pages\":\"349 - 363\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-03-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Research on Biomedical Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1007/s42600-023-00270-2\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Research on Biomedical Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s42600-023-00270-2","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Efficient classification of the adventitious sounds of the lung through a combination of SVM-LSTM-Bayesian optimization algorithm with features based on wavelet bi-phase and bi-spectrum
期刊介绍:
Research on Biomedical Engineering (ISSN Online 2446-4740; ISSN Print 2446-4732) is dedicated to publishing research in all fields of Biomedical Engineering. This multidisciplinary journal is aimed at readers and authors with an interest in using or developing tools based on the engineering and physical sciences to understand and solve problems in the biological and medical sciences. The journal is open to contributions in the following topics, including but not restricted to: Biomedical instrumentation, Biomechanics, Biorobotics, Rehabilitation engineering and assistive technologies, Applied engineering in neurology and neuroscience, Biomedical signal processing, Modelling of physiological systems, Cardiovascular and respiratory systems, Muscular and nervous systems, Use of laser, ultrasound and radiation in health, Medical imaging, Education and biomedical engineering, forensic, Clinical engineering, Metrology and biomedical engineering, Health technology, Health informatics and telemedicine, Biotechnology, Artificial organs, implants and biomaterials, Proteomics, genomics and bioinformatics.