{"title":"Bio-signals","authors":"Bikesh Kumar Singh, G. Sinha","doi":"10.1201/9781003097808-5","DOIUrl":"https://doi.org/10.1201/9781003097808-5","url":null,"abstract":"","PeriodicalId":211536,"journal":{"name":"Machine Learning in Healthcare","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128255687","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Introduction to Machine Learning","authors":"Bikesh Kumar Singh, G. Sinha","doi":"10.1201/9781003097808-7","DOIUrl":"https://doi.org/10.1201/9781003097808-7","url":null,"abstract":"","PeriodicalId":211536,"journal":{"name":"Machine Learning in Healthcare","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128160124","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Biostatistics","authors":"Bikesh Kumar Singh, G. Sinha","doi":"10.1201/9781003097808-1","DOIUrl":"https://doi.org/10.1201/9781003097808-1","url":null,"abstract":"Bayesian modeling and inference, high-dimensional data analysis, statistical genetics and genomics, bioinformatics, informatics, statistical and machine learning, spatial and spatio-temporal modeling, time series analysis, survival data analysis, longitudinal data analysis, network analysis, causal inference, comparative effectiveness studies, model selection, epidemic modeling, and syndromic surveillance.","PeriodicalId":211536,"journal":{"name":"Machine Learning in Healthcare","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115939201","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Applications and Challenges","authors":"Bikesh Kumar Singh, G. Sinha","doi":"10.1201/9781003097808-12","DOIUrl":"https://doi.org/10.1201/9781003097808-12","url":null,"abstract":"","PeriodicalId":211536,"journal":{"name":"Machine Learning in Healthcare","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121124537","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Medical Data Acquisition and Pre-processing","authors":"Bikesh Kumar Singh, G. Sinha","doi":"10.1201/9781003097808-3","DOIUrl":"https://doi.org/10.1201/9781003097808-3","url":null,"abstract":"","PeriodicalId":211536,"journal":{"name":"Machine Learning in Healthcare","volume":"90 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134439271","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Mental Illness and Neurodevelopmental Disorders","authors":"Bikesh Kumar Singh, G. Sinha","doi":"10.1201/9781003097808-11","DOIUrl":"https://doi.org/10.1201/9781003097808-11","url":null,"abstract":"","PeriodicalId":211536,"journal":{"name":"Machine Learning in Healthcare","volume":"259 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132272317","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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