{"title":"基于对称数据的下背部和下肢疼痛与非疼痛的分类模型","authors":"Si-hyun Kim, Siwoo Jeong, Kyue-nam Park","doi":"10.29273/jmst.2021.5.2.72","DOIUrl":null,"url":null,"abstract":"Lower limb pain is concomitant with back pain in 61.8% of cases. Specifically, pain in the back and hip is significantly related with knee and ankle pain. Early diagnosis can prevent recurrence of pain. A recent review suggested that classification and prediction of pain using artificial intelligence and machine learning algorithms (decision tree, support vector machine, artificial neural network, k-nearest neighbor, etc.) has significant potential. A classification Classification Model to Discriminate People with and without Pain in the Lower Back and Lower Limb using Symmetry Data","PeriodicalId":102754,"journal":{"name":"Journal of Musculoskeletal Science and Technology","volume":"48 11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Classification Model to Discriminate People with and without Pain in\\n the Lower Back and Lower Limb using Symmetry Data\",\"authors\":\"Si-hyun Kim, Siwoo Jeong, Kyue-nam Park\",\"doi\":\"10.29273/jmst.2021.5.2.72\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Lower limb pain is concomitant with back pain in 61.8% of cases. Specifically, pain in the back and hip is significantly related with knee and ankle pain. Early diagnosis can prevent recurrence of pain. A recent review suggested that classification and prediction of pain using artificial intelligence and machine learning algorithms (decision tree, support vector machine, artificial neural network, k-nearest neighbor, etc.) has significant potential. A classification Classification Model to Discriminate People with and without Pain in the Lower Back and Lower Limb using Symmetry Data\",\"PeriodicalId\":102754,\"journal\":{\"name\":\"Journal of Musculoskeletal Science and Technology\",\"volume\":\"48 11 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Musculoskeletal Science and Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.29273/jmst.2021.5.2.72\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Musculoskeletal Science and Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.29273/jmst.2021.5.2.72","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Classification Model to Discriminate People with and without Pain in
the Lower Back and Lower Limb using Symmetry Data
Lower limb pain is concomitant with back pain in 61.8% of cases. Specifically, pain in the back and hip is significantly related with knee and ankle pain. Early diagnosis can prevent recurrence of pain. A recent review suggested that classification and prediction of pain using artificial intelligence and machine learning algorithms (decision tree, support vector machine, artificial neural network, k-nearest neighbor, etc.) has significant potential. A classification Classification Model to Discriminate People with and without Pain in the Lower Back and Lower Limb using Symmetry Data