{"title":"深度学习工具和技术在肺部感染早期检测和诊断中的就业能力","authors":"Sakshi Loura","doi":"10.37648/ijrmst.v13i01.012","DOIUrl":null,"url":null,"abstract":"Chest x-ray imaging is an essential screening and medication device for some lifethreatening infections; nonetheless, the screening instrument can't treat all patients due to the lack of radiologists. In this research, we are identifying 14 different types of chest infections from chest x-ray images. The task's key objective is to know the level of infection recognition of every 14 tests performed on the human chest with the most superior accuracy. Deep learning-based, typically medical picture classifiers, is one expected response. It likewise ignores the attire and jewels present on the human body while going through the x-ray test, giving us the most powerful accuracy of disease recognition. This experience runs, transfers, techniques, and creates reports with precision at some random reason of your experience.","PeriodicalId":178707,"journal":{"name":"International Journal of Research in Medical Sciences and Technology","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Employability of Deep Learning Tools and Techniques for an Early Detection and Diagnosis of Pulmonary Infection\",\"authors\":\"Sakshi Loura\",\"doi\":\"10.37648/ijrmst.v13i01.012\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Chest x-ray imaging is an essential screening and medication device for some lifethreatening infections; nonetheless, the screening instrument can't treat all patients due to the lack of radiologists. In this research, we are identifying 14 different types of chest infections from chest x-ray images. The task's key objective is to know the level of infection recognition of every 14 tests performed on the human chest with the most superior accuracy. Deep learning-based, typically medical picture classifiers, is one expected response. It likewise ignores the attire and jewels present on the human body while going through the x-ray test, giving us the most powerful accuracy of disease recognition. This experience runs, transfers, techniques, and creates reports with precision at some random reason of your experience.\",\"PeriodicalId\":178707,\"journal\":{\"name\":\"International Journal of Research in Medical Sciences and Technology\",\"volume\":\"25 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Research in Medical Sciences and Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.37648/ijrmst.v13i01.012\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Research in Medical Sciences and Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.37648/ijrmst.v13i01.012","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Employability of Deep Learning Tools and Techniques for an Early Detection and Diagnosis of Pulmonary Infection
Chest x-ray imaging is an essential screening and medication device for some lifethreatening infections; nonetheless, the screening instrument can't treat all patients due to the lack of radiologists. In this research, we are identifying 14 different types of chest infections from chest x-ray images. The task's key objective is to know the level of infection recognition of every 14 tests performed on the human chest with the most superior accuracy. Deep learning-based, typically medical picture classifiers, is one expected response. It likewise ignores the attire and jewels present on the human body while going through the x-ray test, giving us the most powerful accuracy of disease recognition. This experience runs, transfers, techniques, and creates reports with precision at some random reason of your experience.