Hermilo Victorio-Meza, M. Mejía-Lavalle, Alicia Martínez Rebollar, Joaquín Pérez Ortega, Obdulia Pichardo Lagunas, G. Sidorov
{"title":"应用马尔可夫过程寻找脑血管疾病的最佳治疗建议","authors":"Hermilo Victorio-Meza, M. Mejía-Lavalle, Alicia Martínez Rebollar, Joaquín Pérez Ortega, Obdulia Pichardo Lagunas, G. Sidorov","doi":"10.1109/ICMEAE.2016.018","DOIUrl":null,"url":null,"abstract":"It is modeled diagnosis and treatment for cerebrovascular diseases by partially observable Markov decision processes. It is desired that this model will be helpful for physicians without adequate experience for the treatment of such diseases. Patients with cerebrovascular diseases need immediate treatment to prevent disability from irreversible neuronal damage or even death. Information used in this type of modeling comes exclusively from neuroimaging. Our starting results encourage us to continuing this research.","PeriodicalId":273081,"journal":{"name":"2016 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)","volume":"122 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Searching for Cerebrovascular Disease Optimal Treatment Recommendations Applying Markovian Processes\",\"authors\":\"Hermilo Victorio-Meza, M. Mejía-Lavalle, Alicia Martínez Rebollar, Joaquín Pérez Ortega, Obdulia Pichardo Lagunas, G. Sidorov\",\"doi\":\"10.1109/ICMEAE.2016.018\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"It is modeled diagnosis and treatment for cerebrovascular diseases by partially observable Markov decision processes. It is desired that this model will be helpful for physicians without adequate experience for the treatment of such diseases. Patients with cerebrovascular diseases need immediate treatment to prevent disability from irreversible neuronal damage or even death. Information used in this type of modeling comes exclusively from neuroimaging. Our starting results encourage us to continuing this research.\",\"PeriodicalId\":273081,\"journal\":{\"name\":\"2016 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)\",\"volume\":\"122 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICMEAE.2016.018\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMEAE.2016.018","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Searching for Cerebrovascular Disease Optimal Treatment Recommendations Applying Markovian Processes
It is modeled diagnosis and treatment for cerebrovascular diseases by partially observable Markov decision processes. It is desired that this model will be helpful for physicians without adequate experience for the treatment of such diseases. Patients with cerebrovascular diseases need immediate treatment to prevent disability from irreversible neuronal damage or even death. Information used in this type of modeling comes exclusively from neuroimaging. Our starting results encourage us to continuing this research.