{"title":"Argumentation for Knowledge Representation, Conflict Resolution, Defeasible Inference and Its Integration with Machine Learning","authors":"L. Longo","doi":"10.1007/978-3-319-50478-0_9","DOIUrl":"https://doi.org/10.1007/978-3-319-50478-0_9","url":null,"abstract":"","PeriodicalId":265868,"journal":{"name":"Machine Learning for Health Informatics","volume":"46 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":"125124548","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}
D. Miljković, Darko Aleksovski, V. Podpečan, N. Lavrač, Bernd Malle, Andreas Holzinger
{"title":"Machine Learning and Data Mining Methods for Managing Parkinson's Disease","authors":"D. Miljković, Darko Aleksovski, V. Podpečan, N. Lavrač, Bernd Malle, Andreas Holzinger","doi":"10.1007/978-3-319-50478-0_10","DOIUrl":"https://doi.org/10.1007/978-3-319-50478-0_10","url":null,"abstract":"","PeriodicalId":265868,"journal":{"name":"Machine Learning for Health Informatics","volume":"9 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":"122514129","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}
Sebastian Robert, S. Büttner, C. Röcker, Andreas Holzinger
{"title":"Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning","authors":"Sebastian Robert, S. Büttner, C. Röcker, Andreas Holzinger","doi":"10.1007/978-3-319-50478-0_18","DOIUrl":"https://doi.org/10.1007/978-3-319-50478-0_18","url":null,"abstract":"","PeriodicalId":265868,"journal":{"name":"Machine Learning for Health Informatics","volume":"69 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":"128347396","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":"Challenges of Medical Text and Image Processing: Machine Learning Approaches","authors":"Ernestina Menasalvas Ruiz, C. Gonzalo-Martín","doi":"10.1007/978-3-319-50478-0_11","DOIUrl":"https://doi.org/10.1007/978-3-319-50478-0_11","url":null,"abstract":"","PeriodicalId":265868,"journal":{"name":"Machine Learning for Health Informatics","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":"115009687","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}
Sebastian J. Teran Hidalgo, Michael T. Lawson, Daniel J. Luckett, Monica Chaudhari, Jingxiang Chen, Arkopal Choudhury, A. Florio, Xiaotong Jiang, Crystal T. Nguyen, M. Kosorok
{"title":"A Master Pipeline for Discovery and Validation of Biomarkers","authors":"Sebastian J. Teran Hidalgo, Michael T. Lawson, Daniel J. Luckett, Monica Chaudhari, Jingxiang Chen, Arkopal Choudhury, A. Florio, Xiaotong Jiang, Crystal T. Nguyen, M. Kosorok","doi":"10.1007/978-3-319-50478-0_13","DOIUrl":"https://doi.org/10.1007/978-3-319-50478-0_13","url":null,"abstract":"","PeriodicalId":265868,"journal":{"name":"Machine Learning for Health Informatics","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":"128336981","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}
Matic Perovsek, Matjaz Jursic, B. Cestnik, N. Lavrač
{"title":"Empowering Bridging Term Discovery for Cross-Domain Literature Mining in the TextFlows Platform","authors":"Matic Perovsek, Matjaz Jursic, B. Cestnik, N. Lavrač","doi":"10.1007/978-3-319-50478-0_4","DOIUrl":"https://doi.org/10.1007/978-3-319-50478-0_4","url":null,"abstract":"","PeriodicalId":265868,"journal":{"name":"Machine Learning for Health Informatics","volume":"35 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":"133418676","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}
Fleur Jeanquartier, Claire Jean-Quartier, M. Kotlyar, T. Tokár, Anne-Christin Hauschild, I. Jurisica, Andreas Holzinger
{"title":"Machine Learning for In Silico Modeling of Tumor Growth","authors":"Fleur Jeanquartier, Claire Jean-Quartier, M. Kotlyar, T. Tokár, Anne-Christin Hauschild, I. Jurisica, Andreas Holzinger","doi":"10.1007/978-3-319-50478-0_21","DOIUrl":"https://doi.org/10.1007/978-3-319-50478-0_21","url":null,"abstract":"","PeriodicalId":265868,"journal":{"name":"Machine Learning for Health Informatics","volume":"9 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":"116655911","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":"Machine Learning Solutions in Computer-Aided Medical Diagnosis","authors":"Smaranda Belciug","doi":"10.1007/978-3-319-50478-0_14","DOIUrl":"https://doi.org/10.1007/978-3-319-50478-0_14","url":null,"abstract":"","PeriodicalId":265868,"journal":{"name":"Machine Learning for Health Informatics","volume":"34 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":"133499118","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 Intelligent Decision Support Systems in the Medical Field: Design and Evaluation","authors":"Hela Ltifi, Mounir Ben Ayed","doi":"10.1007/978-3-319-50478-0_12","DOIUrl":"https://doi.org/10.1007/978-3-319-50478-0_12","url":null,"abstract":"","PeriodicalId":265868,"journal":{"name":"Machine Learning for Health Informatics","volume":"62 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":"125051255","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}