{"title":"使用机器学习对自闭症患者进行教育和分析","authors":"P. Sinha, Radhika Singh, Rahul Roy, Puneeta Singh","doi":"10.1109/ESCI53509.2022.9758322","DOIUrl":null,"url":null,"abstract":"“Autism is a neurological condition that decapitates patient of development in language and communication skills restraining him/her from any social interaction and develops rigid, ardent behavior.” To overcome this problem we have come up with an educational app that helps people to get educated via friendly UI while under surveillance of personal or assigned therapist. Features include fast and effective teaching in vocabulary, therapist can personalize their education methods to make model effective, analysis system that will track every move of patient and utilize local medical AI records to report patient's metric progress and pattern of impairment triggers. Audio to Visual and vice-versa. Pronounce words and check whether input correct or not. The app is open source mainly to educate the people who are suffering from autism. It will benefit patient to gain knowledge of communication. Also, they would get something that will accompany them all time, so that they won't feel lonely also ensuring anxiety risk in case of physical therapy methods. Requirements of the application is implemented by using Java Struts, JDBC, XHTML, CSS, JavaScript, and DOM.","PeriodicalId":436539,"journal":{"name":"2022 International Conference on Emerging Smart Computing and Informatics (ESCI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Education and Analysis of Autistic Patients Using Machine Learning\",\"authors\":\"P. Sinha, Radhika Singh, Rahul Roy, Puneeta Singh\",\"doi\":\"10.1109/ESCI53509.2022.9758322\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"“Autism is a neurological condition that decapitates patient of development in language and communication skills restraining him/her from any social interaction and develops rigid, ardent behavior.” To overcome this problem we have come up with an educational app that helps people to get educated via friendly UI while under surveillance of personal or assigned therapist. Features include fast and effective teaching in vocabulary, therapist can personalize their education methods to make model effective, analysis system that will track every move of patient and utilize local medical AI records to report patient's metric progress and pattern of impairment triggers. Audio to Visual and vice-versa. Pronounce words and check whether input correct or not. The app is open source mainly to educate the people who are suffering from autism. It will benefit patient to gain knowledge of communication. Also, they would get something that will accompany them all time, so that they won't feel lonely also ensuring anxiety risk in case of physical therapy methods. Requirements of the application is implemented by using Java Struts, JDBC, XHTML, CSS, JavaScript, and DOM.\",\"PeriodicalId\":436539,\"journal\":{\"name\":\"2022 International Conference on Emerging Smart Computing and Informatics (ESCI)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-03-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 International Conference on Emerging Smart Computing and Informatics (ESCI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ESCI53509.2022.9758322\",\"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 International Conference on Emerging Smart Computing and Informatics (ESCI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ESCI53509.2022.9758322","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Education and Analysis of Autistic Patients Using Machine Learning
“Autism is a neurological condition that decapitates patient of development in language and communication skills restraining him/her from any social interaction and develops rigid, ardent behavior.” To overcome this problem we have come up with an educational app that helps people to get educated via friendly UI while under surveillance of personal or assigned therapist. Features include fast and effective teaching in vocabulary, therapist can personalize their education methods to make model effective, analysis system that will track every move of patient and utilize local medical AI records to report patient's metric progress and pattern of impairment triggers. Audio to Visual and vice-versa. Pronounce words and check whether input correct or not. The app is open source mainly to educate the people who are suffering from autism. It will benefit patient to gain knowledge of communication. Also, they would get something that will accompany them all time, so that they won't feel lonely also ensuring anxiety risk in case of physical therapy methods. Requirements of the application is implemented by using Java Struts, JDBC, XHTML, CSS, JavaScript, and DOM.