{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,22]],"date-time":"2025-10-22T03:08:54Z","timestamp":1761102534726},"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":"<jats:p>The prolonged length of stay is an important aspect to be considered for the healthcare management since this affect both the health-related expenditure of the hospital and the quality of the offered service. In the light of these consideration is important for hospitals to be able to predict the LOS of patients and to work on the principal aspect affecting it in order to reduce LOS as much as possible. In this work we focus on patients undergoing mastectomy. The data were collected form 989 patients who underwent mastectomy surgery in the Surgery Department of the AORN \u201cA. Cardarelli\u201d of Naples. Different models have been tested and characterized and the one with the best performance was identified.<\/jats:p>","DOI":"10.3233\/shti230478","type":"book-chapter","created":{"date-parts":[[2023,6,30]],"date-time":"2023-06-30T07:52:45Z","timestamp":1688111565000},"source":"Crossref","is-referenced-by-count":3,"title":["Prediction of Hospital Length Stay for Patients Undergoing Mastectomy"],"prefix":"10.3233","author":[{"given":"Gaetano","family":"D\u2019Onofrio","sequence":"first","affiliation":[{"name":"A.O.R.N. \u201cAntonio Cardarelli\u201d, Naples, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antonio","family":"D\u2019Amore","sequence":"additional","affiliation":[{"name":"A.O.R.N. \u201cAntonio Cardarelli\u201d, Naples, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Filippina","family":"Onofaro","sequence":"additional","affiliation":[{"name":"A.O.R.N. \u201cAntonio Cardarelli\u201d, Naples, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Emanuele","family":"Caputi","sequence":"additional","affiliation":[{"name":"A.O.R.N. \u201cAntonio Cardarelli\u201d, Naples, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Annalisa","family":"Napoli","sequence":"additional","affiliation":[{"name":"A.O.R.N. \u201cAntonio Cardarelli\u201d, Naples, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maria","family":"Triassi","sequence":"additional","affiliation":[{"name":"Department of Public Health, University of Naples \u201cFederico II\u201d, Naples, Italy"},{"name":"Interdepartmental Center for Research in Healthcare Management and Innovation in Healthcare (CIRMIS), University of Naples \u201cFederico II\u201d, Naples, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marta Rosaria","family":"Marino","sequence":"additional","affiliation":[{"name":"Department of Public Health, University of Naples \u201cFederico II\u201d, Naples, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"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\/SHTI230478","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,30]],"date-time":"2023-06-30T07:52:47Z","timestamp":1688111567000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI230478"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,29]]},"ISBN":["9781643684000","9781643684017"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti230478","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]]}}}