V. Pisarkova, Ekaterina Lopukhova, Alfiya Yamileva, Alexey S. Kovtunenko, G. Voronkov, E. Grakhova, R. Kutluyarov, A. Bilyalov
{"title":"Machine learning methods for medical diagnostics based on a multimodal approach: a brief review","authors":"V. Pisarkova, Ekaterina Lopukhova, Alfiya Yamileva, Alexey S. Kovtunenko, G. Voronkov, E. Grakhova, R. Kutluyarov, A. Bilyalov","doi":"10.1145/3584202.3584305","DOIUrl":null,"url":null,"abstract":"The brief review shows the potential of machine learning to improve the accuracy of multimodal medical diagnostic methods to a new level. Various machine learning algorithms, modalities, and cases demonstrating this approach’s significance are considered.","PeriodicalId":438341,"journal":{"name":"Proceedings of the 6th International Conference on Future Networks & Distributed Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 6th International Conference on Future Networks & Distributed Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3584202.3584305","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract
The brief review shows the potential of machine learning to improve the accuracy of multimodal medical diagnostic methods to a new level. Various machine learning algorithms, modalities, and cases demonstrating this approach’s significance are considered.
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