{"title":"Challenges and solutions for big data in personalized healthcare","authors":"Tim Hulsen","doi":"10.1016/b978-0-12-822884-5.00016-7","DOIUrl":"https://doi.org/10.1016/b978-0-12-822884-5.00016-7","url":null,"abstract":"","PeriodicalId":280947,"journal":{"name":"Big Data in Psychiatry #x0026; Neurology","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115103304","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":"Longitudinal data analysis: The multiple indicators growth curve model approach","authors":"Thierno M. O. Diallo, A. Moustafa","doi":"10.1016/b978-0-12-822884-5.00012-x","DOIUrl":"https://doi.org/10.1016/b978-0-12-822884-5.00012-x","url":null,"abstract":"","PeriodicalId":280947,"journal":{"name":"Big Data in Psychiatry #x0026; Neurology","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130463528","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":"The use of Big Data in Psychiatry—The role of administrative databases","authors":"M. Gonçalves-Pinho, A. Freitas","doi":"10.1016/b978-0-12-822884-5.00009-x","DOIUrl":"https://doi.org/10.1016/b978-0-12-822884-5.00009-x","url":null,"abstract":"","PeriodicalId":280947,"journal":{"name":"Big Data in Psychiatry #x0026; Neurology","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115189137","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}
Qiurong Song, Tianhui Huang, Xinyue Wang, Jingxiao Niu, Wang Zhao, Haiqing Xu, Long Lu
{"title":"Application of big data and artificial intelligence approaches in diagnosis and treatment of neuropsychiatric diseases","authors":"Qiurong Song, Tianhui Huang, Xinyue Wang, Jingxiao Niu, Wang Zhao, Haiqing Xu, Long Lu","doi":"10.1016/b978-0-12-822884-5.00005-2","DOIUrl":"https://doi.org/10.1016/b978-0-12-822884-5.00005-2","url":null,"abstract":"","PeriodicalId":280947,"journal":{"name":"Big Data in Psychiatry #x0026; Neurology","volume":"85 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124637165","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":"Big data in personalized healthcare","authors":"Lidong Wang, C. Alexander","doi":"10.1016/b978-0-12-822884-5.00017-9","DOIUrl":"https://doi.org/10.1016/b978-0-12-822884-5.00017-9","url":null,"abstract":"","PeriodicalId":280947,"journal":{"name":"Big Data in Psychiatry #x0026; Neurology","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125718414","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":"From complex to neural networks","authors":"N. Amoroso, L. Bellantuono","doi":"10.1016/b978-0-12-822884-5.00011-8","DOIUrl":"https://doi.org/10.1016/b978-0-12-822884-5.00011-8","url":null,"abstract":"","PeriodicalId":280947,"journal":{"name":"Big Data in Psychiatry #x0026; Neurology","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122748482","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":"Visual neuroscience in the age of big data and artificial intelligence","authors":"Kohitij Kar","doi":"10.1016/b978-0-12-822884-5.00015-5","DOIUrl":"https://doi.org/10.1016/b978-0-12-822884-5.00015-5","url":null,"abstract":"","PeriodicalId":280947,"journal":{"name":"Big Data in Psychiatry #x0026; Neurology","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129134641","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":"Index","authors":"","doi":"10.1016/b978-0-12-822884-5.10000-5","DOIUrl":"https://doi.org/10.1016/b978-0-12-822884-5.10000-5","url":null,"abstract":"","PeriodicalId":280947,"journal":{"name":"Big Data in Psychiatry #x0026; Neurology","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124045317","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}
B. Schultz, Zaher Joukhadar, U. Nattala, Maria del Mar Quiroga, Francesca Bolk, A. Vogel
{"title":"Best practices for supervised machine learning when examining biomarkers in clinical populations","authors":"B. Schultz, Zaher Joukhadar, U. Nattala, Maria del Mar Quiroga, Francesca Bolk, A. Vogel","doi":"10.1016/b978-0-12-822884-5.00013-1","DOIUrl":"https://doi.org/10.1016/b978-0-12-822884-5.00013-1","url":null,"abstract":"","PeriodicalId":280947,"journal":{"name":"Big Data in Psychiatry #x0026; Neurology","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121148197","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}