{"title":"应用图像处理技术诊断帕金森病综述","authors":"A. Valli, G. Jiji","doi":"10.5121/IJCSA.2014.4605","DOIUrl":null,"url":null,"abstract":"Clinical Diagnosis of Parkinson’s disease [PD] leads to errors, excessive medical costs, and provide insufficient services to the patients. There is no particular method or a test to detect the PD. The diagnosis of the Parkinson’s disease needs an accurate detection. Computer Aided Diagnosis (CAD) gives accurate results to detect the PD. These CAD can be embedded into a real time application for the early diagnosis of PD. Dopamine nerve terminals can be reduced in the brain parts such as Substantia nigra, Striatum, and other brain structures. This reduction which will lead to Parkinson’s disease. Dopamine Reduction gets automatically diagnosed by CAD and PD/normal patients can be found. For this, machine learning system (MLS)/CAD can be trained with the help of Artificial Neural Networks (ANN). Image processing techniques that are available to detect PD using MLS/CAD gets discussed in this paper.","PeriodicalId":39465,"journal":{"name":"International Journal of Computer Science and Applications","volume":"1 1","pages":"57-67"},"PeriodicalIF":0.0000,"publicationDate":"2014-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Parkinsons Disease Diagnosis Using Image Processing Techniques A Survey\",\"authors\":\"A. Valli, G. Jiji\",\"doi\":\"10.5121/IJCSA.2014.4605\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Clinical Diagnosis of Parkinson’s disease [PD] leads to errors, excessive medical costs, and provide insufficient services to the patients. There is no particular method or a test to detect the PD. The diagnosis of the Parkinson’s disease needs an accurate detection. Computer Aided Diagnosis (CAD) gives accurate results to detect the PD. These CAD can be embedded into a real time application for the early diagnosis of PD. Dopamine nerve terminals can be reduced in the brain parts such as Substantia nigra, Striatum, and other brain structures. This reduction which will lead to Parkinson’s disease. Dopamine Reduction gets automatically diagnosed by CAD and PD/normal patients can be found. For this, machine learning system (MLS)/CAD can be trained with the help of Artificial Neural Networks (ANN). Image processing techniques that are available to detect PD using MLS/CAD gets discussed in this paper.\",\"PeriodicalId\":39465,\"journal\":{\"name\":\"International Journal of Computer Science and Applications\",\"volume\":\"1 1\",\"pages\":\"57-67\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-12-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Computer Science and Applications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5121/IJCSA.2014.4605\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"Computer Science\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Computer Science and Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5121/IJCSA.2014.4605","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Computer Science","Score":null,"Total":0}
Parkinsons Disease Diagnosis Using Image Processing Techniques A Survey
Clinical Diagnosis of Parkinson’s disease [PD] leads to errors, excessive medical costs, and provide insufficient services to the patients. There is no particular method or a test to detect the PD. The diagnosis of the Parkinson’s disease needs an accurate detection. Computer Aided Diagnosis (CAD) gives accurate results to detect the PD. These CAD can be embedded into a real time application for the early diagnosis of PD. Dopamine nerve terminals can be reduced in the brain parts such as Substantia nigra, Striatum, and other brain structures. This reduction which will lead to Parkinson’s disease. Dopamine Reduction gets automatically diagnosed by CAD and PD/normal patients can be found. For this, machine learning system (MLS)/CAD can be trained with the help of Artificial Neural Networks (ANN). Image processing techniques that are available to detect PD using MLS/CAD gets discussed in this paper.
期刊介绍:
IJCSA is an international forum for scientists and engineers involved in computer science and its applications to publish high quality and refereed papers. Papers reporting original research and innovative applications from all parts of the world are welcome. Papers for publication in the IJCSA are selected through rigorous peer review to ensure originality, timeliness, relevance, and readability.