{"title":"Bayesian Networks for Cause Effect Modeling (600 Patients)","authors":"T. Cleophas, A. Zwinderman","doi":"10.1007/978-3-319-12163-5_12","DOIUrl":"https://doi.org/10.1007/978-3-319-12163-5_12","url":null,"abstract":"","PeriodicalId":102298,"journal":{"name":"Machine Learning in Medicine – A Complete Overview","volume":"23 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":"122537732","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":"Decision Trees for Decision Analysis (1004 and 953 Patients)","authors":"T. Cleophas, A. Zwinderman","doi":"10.1007/978-3-030-33970-8_58","DOIUrl":"https://doi.org/10.1007/978-3-030-33970-8_58","url":null,"abstract":"","PeriodicalId":102298,"journal":{"name":"Machine Learning in Medicine – A Complete Overview","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":"134039837","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":"Variance Components for Assessing the Magnitude of Random Effects (40 Patients)","authors":"T. Cleophas, A. Zwinderman","doi":"10.1007/978-3-319-12163-5_3","DOIUrl":"https://doi.org/10.1007/978-3-319-12163-5_3","url":null,"abstract":"","PeriodicalId":102298,"journal":{"name":"Machine Learning in Medicine – A Complete Overview","volume":"50 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":"129440116","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":"Multidimensional Scaling for Visualizing Experienced Drug Efficacies (14 Pain-killers and 42 Patients)","authors":"T. Cleophas, A. Zwinderman","doi":"10.1007/978-3-319-04181-0_17","DOIUrl":"https://doi.org/10.1007/978-3-319-04181-0_17","url":null,"abstract":"","PeriodicalId":102298,"journal":{"name":"Machine Learning in Medicine – A Complete Overview","volume":"95 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":"134016568","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":"Generalized Linear Models for Outcome Prediction with Paired Data (100 Patients and 139 Physicians)","authors":"T. Cleophas, A. Zwinderman","doi":"10.1007/978-3-319-15195-3_20","DOIUrl":"https://doi.org/10.1007/978-3-319-15195-3_20","url":null,"abstract":"","PeriodicalId":102298,"journal":{"name":"Machine Learning in Medicine – A Complete Overview","volume":"25 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":"128089539","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":"Automatic Regression for Maximizing Linear Relationships (55 Patients)","authors":"T. Cleophas, A. Zwinderman","doi":"10.1007/978-3-319-15195-3_31","DOIUrl":"https://doi.org/10.1007/978-3-319-15195-3_31","url":null,"abstract":"","PeriodicalId":102298,"journal":{"name":"Machine Learning in Medicine – A Complete Overview","volume":"387 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":"116522777","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":"Structural Equation Modeling (SEM) with SPSS Analysis of Moment Structures (Amos) Software for Cause Effect Relationships in Pharmacodynamic Studies I (35 Patients)","authors":"T. Cleophas, A. Zwinderman","doi":"10.1007/978-3-030-33970-8_49","DOIUrl":"https://doi.org/10.1007/978-3-030-33970-8_49","url":null,"abstract":"","PeriodicalId":102298,"journal":{"name":"Machine Learning in Medicine – A Complete Overview","volume":"17 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":"115347875","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":"Heterogeneity in Clinical Research: Mechanisms Responsible (20 Studies)","authors":"T. Cleophas, A. Zwinderman","doi":"10.1007/978-3-319-15195-3_40","DOIUrl":"https://doi.org/10.1007/978-3-319-15195-3_40","url":null,"abstract":"","PeriodicalId":102298,"journal":{"name":"Machine Learning in Medicine – A Complete Overview","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":"127664341","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":"Column Proportions for Testing Differences between Outcome Scores (450 Patients)","authors":"T. Cleophas, A. Zwinderman","doi":"10.1007/978-3-319-15195-3_14","DOIUrl":"https://doi.org/10.1007/978-3-319-15195-3_14","url":null,"abstract":"","PeriodicalId":102298,"journal":{"name":"Machine Learning in Medicine – A Complete Overview","volume":"25 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":"127386583","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":"Automatic Modeling for Clinical Event Prediction (200 Patients)","authors":"T. Cleophas, A. Zwinderman","doi":"10.1007/978-3-319-07413-9_19","DOIUrl":"https://doi.org/10.1007/978-3-319-07413-9_19","url":null,"abstract":"","PeriodicalId":102298,"journal":{"name":"Machine Learning in Medicine – A Complete Overview","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":"126537016","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}