{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,22]],"date-time":"2024-08-22T22:55:38Z","timestamp":1724367338862},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643684000","type":"print"},{"value":"9781643684017","type":"electronic"}],"license":[{"start":{"date-parts":[[2023,6,29]],"date-time":"2023-06-29T00:00:00Z","timestamp":1687996800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,6,29]]},"abstract":"Current challenges of rare diseases need to involve patients, physicians, and the research community to generate new insights on comprehensive patient cohorts. Interestingly, the integration of patient context has been insufficiently considered, but might tremendously improve the accuracy of predictive models for individual patients. Here, we conceptualized an extension of the European Platform for Rare Disease Registration data model with contextual factors. This extended model can serve as an enhanced baseline and is well-suited for analyses using artificial intelligence models for improved predictions. The study is an initial result that will develop context-sensitive common data models for genetic rare diseases.<\/jats:p>","DOI":"10.3233\/shti230443","type":"book-chapter","created":{"date-parts":[[2023,6,30]],"date-time":"2023-06-30T07:52:15Z","timestamp":1688111535000},"source":"Crossref","is-referenced-by-count":2,"title":["Context-Sensitive Common Data Models for Genetic Rare Diseases \u2013 A Concept"],"prefix":"10.3233","author":[{"given":"Najia","family":"Ahmadi","sequence":"first","affiliation":[{"name":"Institute for Medical Informatics and Biometry, Faculty of Medicine Carl Gustav Carus, Technische Universit\u00e4t Dresden, 01307 Dresden, Germany"}]},{"given":"Michele","family":"Zoch","sequence":"additional","affiliation":[{"name":"Institute for Medical Informatics and Biometry, Faculty of Medicine Carl Gustav Carus, Technische Universit\u00e4t Dresden, 01307 Dresden, Germany"}]},{"given":"Brita","family":"Sedlmayr","sequence":"additional","affiliation":[{"name":"Institute for Medical Informatics and Biometry, Faculty of Medicine Carl Gustav Carus, Technische Universit\u00e4t Dresden, 01307 Dresden, Germany"}]},{"given":"Katharina","family":"Schuler","sequence":"additional","affiliation":[{"name":"Institute for Medical Informatics and Biometry, Faculty of Medicine Carl Gustav Carus, Technische Universit\u00e4t Dresden, 01307 Dresden, Germany"}]},{"given":"Waldemar","family":"Hahn","sequence":"additional","affiliation":[{"name":"Institute for Medical Informatics and Biometry, Faculty of Medicine Carl Gustav Carus, Technische Universit\u00e4t Dresden, 01307 Dresden, Germany"}]},{"given":"Martin","family":"Sedlmayr","sequence":"additional","affiliation":[{"name":"Institute for Medical Informatics and Biometry, Faculty of Medicine Carl Gustav Carus, Technische Universit\u00e4t Dresden, 01307 Dresden, Germany"}]},{"given":"Markus","family":"Wolfien","sequence":"additional","affiliation":[{"name":"Institute for Medical Informatics and Biometry, Faculty of Medicine Carl Gustav Carus, Technische Universit\u00e4t Dresden, 01307 Dresden, Germany"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Healthcare Transformation with Informatics and Artificial Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI230443","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,30]],"date-time":"2023-06-30T07:52:17Z","timestamp":1688111537000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI230443"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,29]]},"ISBN":["9781643684000","9781643684017"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti230443","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,6,29]]}}}