{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,29]],"date-time":"2025-03-29T04:13:23Z","timestamp":1743221603413,"version":"3.40.3"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031734991"},{"type":"electronic","value":"9783031735004"}],"license":[{"start":{"date-parts":[[2024,11,16]],"date-time":"2024-11-16T00:00:00Z","timestamp":1731715200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,11,16]],"date-time":"2024-11-16T00:00:00Z","timestamp":1731715200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-73500-4_5","type":"book-chapter","created":{"date-parts":[[2024,11,15]],"date-time":"2024-11-15T04:00:45Z","timestamp":1731643245000},"page":"50-61","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Predicting Surgical Site Infections: A Time to Event Approach"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-8619-5715","authenticated-orcid":false,"given":"Tiago","family":"Lopes","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5458-3390","authenticated-orcid":false,"given":"J\u00falio","family":"Duarte","sequence":"additional","affiliation":[]},{"given":"Sara","family":"Cardoso","sequence":"additional","affiliation":[]},{"given":"Jo\u00e3o","family":"Miranda","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6320-8878","authenticated-orcid":false,"given":"Tiago","family":"Guimar\u00e3es","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5441-3316","authenticated-orcid":false,"given":"Manuel Filipe","family":"Santos","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,11,16]]},"reference":[{"key":"5_CR1","doi-asserted-by":"publisher","unstructured":"Monegro, A.F., Muppidi, V., Regunath, H.: Hospital Acquired Infections. Cambridge Handbook of Psychology, Health and Medicine, Second Edition, pp. 736\u2013738 (2022). https:\/\/doi.org\/10.1017\/CBO9780511543579.182","DOI":"10.1017\/CBO9780511543579.182"},{"key":"5_CR2","unstructured":"WHO, WHO launches first ever global report on infection prevention and control. Accessed 25 Oct 2022. https:\/\/www.who.int\/news\/item\/06-05-2022-who-launches-first-ever-global-report-on-infection-prevention-and-control"},{"key":"5_CR3","doi-asserted-by":"publisher","unstructured":"Duclos-Gosselin, L., Rigaux-Bricmont, B., Darmon, R.Y.: How health managers can use data mining for predicting individuals\u2019 risks of contracting nosocomial pneumonia, vol. 32, no. 1, pp. 1\u201313 (2015). https:\/\/doi.org\/10.1080\/07359683.2015.1000704","DOI":"10.1080\/07359683.2015.1000704"},{"issue":"5","key":"5_CR4","doi-asserted-by":"publisher","first-page":"478","DOI":"10.1016\/J.APJTB.2017.01.019","volume":"7","author":"HA Khan","year":"2017","unstructured":"Khan, H.A., Baig, F.K., Mehboob, R.: Nosocomial infections: epide-miology, prevention, control and surveillance. Asian Pac. J. Trop. Biomed. 7(5), 478\u2013482 (2017). https:\/\/doi.org\/10.1016\/J.APJTB.2017.01.019","journal-title":"Asian Pac. J. Trop. Biomed."},{"issue":"11","key":"5_CR5","doi-asserted-by":"publisher","first-page":"649","DOI":"10.1016\/J.MPMED.2013.08.010","volume":"41","author":"AS Breathnach","year":"2013","unstructured":"Breathnach, A.S.: Nosocomial infections and infection control. Medicine 41(11), 649\u2013653 (2013). https:\/\/doi.org\/10.1016\/J.MPMED.2013.08.010","journal-title":"Medicine"},{"key":"5_CR6","doi-asserted-by":"publisher","unstructured":"Healthcare-associated infections, pp. 166\u2013167 (2018). https:\/\/doi.org\/10.1787\/health_glance_eur-2018-45-en","DOI":"10.1787\/health_glance_eur-2018-45-en"},{"issue":"3","key":"5_CR7","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1053\/JHIN.2000.0881","volume":"47","author":"R Plowman","year":"2001","unstructured":"Plowman, R., et al.: The rate and cost of hospital-acquired infections occur-ring in patients admitted to selected specialties of a district general hospital in England and the national burden imposed. J. Hosp. Infect. 47(3), 198\u2013209 (2001). https:\/\/doi.org\/10.1053\/JHIN.2000.0881","journal-title":"J. Hosp. Infect."},{"key":"5_CR8","unstructured":"Pina, E., Ferreira, E., Marques, A., Matos, B.: Infec\u00e7\u00f5es associadas aos cuidados de sa\u00fade e seguran\u00e7a do doente. Revista Portuguesa de Sa\u00fade P\u00fa-blica, pp. 27\u201339 (2010). Accessed 22 Jan 2023. https:\/\/run.unl.pt\/handle\/10362\/98509"},{"key":"5_CR9","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1007\/978-3-319-16528-8_18","volume":"354","author":"E Silva","year":"2015","unstructured":"Silva, E., Cardoso, L., Portela, F., Abelha, A., Santos, M.F., Machado, J.: Predicting nosocomial infection by using data mining technologies. Adv. Intell. Syst. Comput. 354, 189\u2013198 (2015). https:\/\/doi.org\/10.1007\/978-3-319-16528-8_18","journal-title":"Adv. Intell. Syst. Comput."},{"key":"5_CR10","doi-asserted-by":"publisher","unstructured":"Mancini, A., et al.: Machine learning models predicting multidrug resistant urinary tract infections using \u2018DsaaS\u2019 (2020). https:\/\/doi.org\/10.1186\/s12859-020-03566-7","DOI":"10.1186\/s12859-020-03566-7"},{"issue":"3","key":"5_CR11","doi-asserted-by":"publisher","first-page":"45","DOI":"10.2753\/MIS0742-1222240302","volume":"24","author":"K Peffers","year":"2007","unstructured":"Peffers, K., Tuunanen, T., Rothenberger, M.A., Chatterjee, S.: A design science research methodology for information systems research. J. Manag. Inf. Syst. 24(3), 45\u201377 (2007). https:\/\/doi.org\/10.2753\/MIS0742-1222240302","journal-title":"J. Manag. Inf. Syst."},{"key":"5_CR12","unstructured":"Chapman, P., et al.: CRISP-DM 1.0: step-by-step data mining guide (2000)"},{"key":"5_CR13","unstructured":"Han, J., Kamber, M., Pei, J.: Data Mining. Concepts and Techniques, 3rd Edition (The Morgan Kaufmann Series in Data Management Systems) (2011)"},{"issue":"10","key":"5_CR14","doi-asserted-by":"publisher","first-page":"3093","DOI":"10.1093\/BIOINFORMATICS\/BTAA046","volume":"36","author":"S Parvandeh","year":"2020","unstructured":"Parvandeh, S., Yeh, H.W., Paulus, M.P., McKinney, B.A.: Consensus features nested cross-validation. Bioinformatics 36(10), 3093\u20133098 (2020). https:\/\/doi.org\/10.1093\/BIOINFORMATICS\/BTAA046","journal-title":"Bioinformatics"},{"issue":"3","key":"5_CR15","doi-asserted-by":"publisher","first-page":"276","DOI":"10.11613\/BM.2012.031","volume":"22","author":"ML McHugh","year":"2012","unstructured":"McHugh, M.L.: Interrater reliability: the kappa statistic. Biochem Med (Zagreb) 22(3), 276\u2013282 (2012). https:\/\/doi.org\/10.11613\/BM.2012.031","journal-title":"Biochem Med (Zagreb)"},{"issue":"10","key":"5_CR16","doi-asserted-by":"publisher","first-page":"1013","DOI":"10.1007\/S10822-020-00314-0\/FIGURES\/8","volume":"34","author":"R Rodr\u00edguez-P\u00e9rez","year":"2020","unstructured":"Rodr\u00edguez-P\u00e9rez, R., Bajorath, J.: Interpretation of machine learning models using Shapley values: application to compound potency and multi-target activity predictions. J. Comput. Aided Mol. Des.Comput. Aided Mol. Des. 34(10), 1013\u20131026 (2020). https:\/\/doi.org\/10.1007\/S10822-020-00314-0\/FIGURES\/8","journal-title":"J. Comput. Aided Mol. Des.Comput. Aided Mol. Des."}],"container-title":["Lecture Notes in Computer Science","Progress in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-73500-4_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T17:24:58Z","timestamp":1743182698000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-73500-4_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,16]]},"ISBN":["9783031734991","9783031735004"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-73500-4_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024,11,16]]},"assertion":[{"value":"16 November 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"EPIA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"EPIA Conference on Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Viana do Castelo","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 September 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 September 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"epia2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/epia2024.pt","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}