{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,31]],"date-time":"2025-08-31T10:01:43Z","timestamp":1756634503605},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2022,6,29]],"date-time":"2022-06-29T00:00:00Z","timestamp":1656460800000},"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":[[2022,6,29]]},"abstract":"<jats:p>Multidrug resistant infections in intensive care units represent a worldwide problem with adverse health effects and negative economic implications. As artificial intelligence techniques are increasingly applied in diagnosing, treating, and preventing antimicrobial resistance, in this study, we explore the use of association rule mining in the antibiotic resistance profile of critically ill patients suffering from multidrug resistant infections.<\/jats:p>","DOI":"10.3233\/shti220757","type":"book-chapter","created":{"date-parts":[[2022,6,30]],"date-time":"2022-06-30T07:35:56Z","timestamp":1656574556000},"source":"Crossref","is-referenced-by-count":2,"title":["Discovering Association Rules in Antimicrobial Resistance in Intensive Care Unit"],"prefix":"10.3233","author":[{"given":"Aikaterini","family":"Sakagianni","sequence":"first","affiliation":[{"name":"Sismanogleio General Hospital, Intensive Care Unit, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Georgios","family":"Feretzakis","sequence":"additional","affiliation":[{"name":"School of Science and Technology, Hellenic Open University, Patras, Greece"},{"name":"Sismanogleio General Hospital, Department of Quality Control, Research and Continuing Education, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dimitris","family":"Kalles","sequence":"additional","affiliation":[{"name":"School of Science and Technology, Hellenic Open University, Patras, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Evangelos","family":"Loupelis","sequence":"additional","affiliation":[{"name":"Sismanogleio General Hospital, IT department, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zoi","family":"Rakopoulou","sequence":"additional","affiliation":[{"name":"Sismanogleio General Hospital, Administration, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ilias","family":"Dalainas","sequence":"additional","affiliation":[{"name":"Sismanogleio General Hospital, Administration, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Georgios","family":"Fildisis","sequence":"additional","affiliation":[{"name":"School of Nursing, National and Kapodistrian University of Athens, Athens, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Advances in Informatics, Management and Technology in Healthcare"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI220757","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,30]],"date-time":"2022-06-30T07:35:57Z","timestamp":1656574557000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI220757"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,29]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti220757","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,6,29]]}}}