B. Sree, N. K. Krishna Rao, Chennupalli Srinivasulu, T. P. Kumar, Valisetty Ramaneesh, J. B. Narayana, Sourav Dutta
{"title":"使用磁共振成像和机器学习方法的脑肿瘤检测和分类","authors":"B. Sree, N. K. Krishna Rao, Chennupalli Srinivasulu, T. P. Kumar, Valisetty Ramaneesh, J. B. Narayana, Sourav Dutta","doi":"10.1109/ICCMC53470.2022.9754077","DOIUrl":null,"url":null,"abstract":"Nowadays, Brain tumor detection has turned into a casualty in the health care sector. A tumor is a swelling or a morbid enlargement caused by an overabundant growth of cells and their division. Generally, cells grow and divide to make new cells controlled. A tumor is not the same as cancer; tumors may be malignant or premalignant. The usage of Machine Learning holds a significant stand in the medical field. Hence, Machine Learning techniques are being used efficiently to detect brain tumor and prevent it at an early stage.","PeriodicalId":345346,"journal":{"name":"2022 6th International Conference on Computing Methodologies and Communication (ICCMC)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Brain Tumor Detection and Classification using Magnetic Resonance Imaging and Machine Learning Approaches\",\"authors\":\"B. Sree, N. K. Krishna Rao, Chennupalli Srinivasulu, T. P. Kumar, Valisetty Ramaneesh, J. B. Narayana, Sourav Dutta\",\"doi\":\"10.1109/ICCMC53470.2022.9754077\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Nowadays, Brain tumor detection has turned into a casualty in the health care sector. A tumor is a swelling or a morbid enlargement caused by an overabundant growth of cells and their division. Generally, cells grow and divide to make new cells controlled. A tumor is not the same as cancer; tumors may be malignant or premalignant. The usage of Machine Learning holds a significant stand in the medical field. Hence, Machine Learning techniques are being used efficiently to detect brain tumor and prevent it at an early stage.\",\"PeriodicalId\":345346,\"journal\":{\"name\":\"2022 6th International Conference on Computing Methodologies and Communication (ICCMC)\",\"volume\":\"6 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-03-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"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/ICCMC53470.2022.9754077\",\"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/ICCMC53470.2022.9754077","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Brain Tumor Detection and Classification using Magnetic Resonance Imaging and Machine Learning Approaches
Nowadays, Brain tumor detection has turned into a casualty in the health care sector. A tumor is a swelling or a morbid enlargement caused by an overabundant growth of cells and their division. Generally, cells grow and divide to make new cells controlled. A tumor is not the same as cancer; tumors may be malignant or premalignant. The usage of Machine Learning holds a significant stand in the medical field. Hence, Machine Learning techniques are being used efficiently to detect brain tumor and prevent it at an early stage.