{"title":"机器学习在类风湿关节炎中的应用","authors":"Ganeshbabu K, I. M.","doi":"10.1109/ICCMC53470.2022.9753705","DOIUrl":null,"url":null,"abstract":"This paper deals with the review of different data mining and machine learning approaches engaged for the study of Rheumatoid Arthritis (RA). RA is a constant illness that affects the joints located in the fingers, knees, and feet. It is a kind of chronic inflammatory disease that causes severe sickness. In the era of machine learning applications, they lead to some technological as well as clinical advancement for the arthritis diagnosis, prediction, and prognosis of auto immune rheumatoid arthritis. This study provides some vital analysis of the machine learning techniques that are presently practiced in the analysis of medical data for RA and how it is used in the drug development, target identification drug repurposing and delivery.","PeriodicalId":345346,"journal":{"name":"2022 6th International Conference on Computing Methodologies and Communication (ICCMC)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Applications of Machine Learning in Rheumatoid Arthritis - An Insight\",\"authors\":\"Ganeshbabu K, I. M.\",\"doi\":\"10.1109/ICCMC53470.2022.9753705\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper deals with the review of different data mining and machine learning approaches engaged for the study of Rheumatoid Arthritis (RA). RA is a constant illness that affects the joints located in the fingers, knees, and feet. It is a kind of chronic inflammatory disease that causes severe sickness. In the era of machine learning applications, they lead to some technological as well as clinical advancement for the arthritis diagnosis, prediction, and prognosis of auto immune rheumatoid arthritis. This study provides some vital analysis of the machine learning techniques that are presently practiced in the analysis of medical data for RA and how it is used in the drug development, target identification drug repurposing and delivery.\",\"PeriodicalId\":345346,\"journal\":{\"name\":\"2022 6th International Conference on Computing Methodologies and Communication (ICCMC)\",\"volume\":\"18 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-03-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 6th International Conference on Computing Methodologies and Communication (ICCMC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCMC53470.2022.9753705\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 6th International Conference on Computing Methodologies and Communication (ICCMC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCMC53470.2022.9753705","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Applications of Machine Learning in Rheumatoid Arthritis - An Insight
This paper deals with the review of different data mining and machine learning approaches engaged for the study of Rheumatoid Arthritis (RA). RA is a constant illness that affects the joints located in the fingers, knees, and feet. It is a kind of chronic inflammatory disease that causes severe sickness. In the era of machine learning applications, they lead to some technological as well as clinical advancement for the arthritis diagnosis, prediction, and prognosis of auto immune rheumatoid arthritis. This study provides some vital analysis of the machine learning techniques that are presently practiced in the analysis of medical data for RA and how it is used in the drug development, target identification drug repurposing and delivery.