{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,14]],"date-time":"2025-05-14T09:49:45Z","timestamp":1747216185041,"version":"3.40.5"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"type":"electronic","value":"9781643685274"}],"license":[{"start":{"date-parts":[[2024,7,24]],"date-time":"2024-07-24T00:00:00Z","timestamp":1721779200000},"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":[[2024,7,24]]},"abstract":"<jats:p>Situation awareness (SA) is an important non-technical skill for nurses. Nurses interact directly with patients and review their clinical signs. If we improve nurses\u2019 SA, they will likely detect clinical changes and prevent patient harm. A clinical endeavor that can benefit from improved nurses\u2019 SA is the prevention of Healthcare-Acquired Urinary Tract Infection (HAUTI). Electronic Health Records contain comprehensive nursing assessment data that researchers can use to analyze trends and provide a context-based understanding of the infection risk factors. We conducted a study that involved extracting nursing assessment data and preparing it for supervised learning algorithms and predicting HAUTI. In this paper, we share the methods we used to prepare the data for supervised learning algorithms and present the challenges related to data missingness.<\/jats:p>","DOI":"10.3233\/shti240158","type":"book-chapter","created":{"date-parts":[[2024,7,24]],"date-time":"2024-07-24T11:06:52Z","timestamp":1721819212000},"source":"Crossref","is-referenced-by-count":0,"title":["Data Preparation for Supervised Learning: Improving Nursing Situation Awareness to Reduce Healthcare-Acquired Urinary Tract Infection"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-1174-8272","authenticated-orcid":false,"given":"Yaser","family":"Alqarrain","sequence":"first","affiliation":[{"name":"University of Victoria, British Columbia, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6696-3609","authenticated-orcid":false,"given":"Abdul","family":"Roudsari","sequence":"additional","affiliation":[{"name":"University of Victoria, British Columbia, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9326-116X","authenticated-orcid":false,"given":"Karen L.","family":"Courtney","sequence":"additional","affiliation":[{"name":"University of Victoria, British Columbia, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6559-0388","authenticated-orcid":false,"given":"Jim","family":"Tanaka","sequence":"additional","affiliation":[{"name":"University of Victoria, British Columbia, Canada"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Innovation in Applied Nursing Informatics"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI240158","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,24]],"date-time":"2024-07-24T11:06:53Z","timestamp":1721819213000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI240158"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,24]]},"ISBN":["9781643685274"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti240158","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"type":"print","value":"0926-9630"},{"type":"electronic","value":"1879-8365"}],"subject":[],"published":{"date-parts":[[2024,7,24]]}}}