{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T07:24:42Z","timestamp":1790753082931,"version":"4.1.0"},"reference-count":28,"publisher":"Wiley","issue":"3","license":[{"start":{"date-parts":[[2012,9,7]],"date-time":"2012-09-07T00:00:00Z","timestamp":1346976000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["International Wound Journal"],"published-print":{"date-parts":[[2014,6]]},"abstract":"<jats:p>It is important for clinicians to understand which are the clinical signs, the patient characteristics and the procedures that are related with the occurrence of hypertrophic burn scars in order to carry out a possible prognostic assessment. Providing clinicians with an easy\u2010to\u2010 use tool for predicting the risk of pathological scars. A total of 703 patients with 2440 anatomical burn sites who were admitted to the Department of Plastic and Reconstructive Surgery, Burn Center of the Traumatological Hospital in Torino between January 1994 and May 2006 were included in the analysis. A Bayesian network (BN) model was implemented. The probability of developing a hypertrophic scar was evaluated on a number of scenarios. The error rate of the BN model was assessed internally and it was equal to 24\u00b783%. While classical statistical method as logistic models can infer only which variables are related to the final outcome, the BN approach displays a set of relationships between the final outcome (scar type) and the explanatory covariates (patient's age and gender, burn surface area, full\u2010thickness burn surface area, burn anatomical area and wound\u2010healing time; burn treatment options such as advanced dressings, type of surgical approach, number of surgical procedures, type of skin graft, excision and coverage timing). A web\u2010based interface to handle the BN model was developed on the website <jats:ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"http:\/\/www.pubchild.org\">www.pubchild.org<\/jats:ext-link> (burns header). Clinicians who registered at the website could submit their data in order to get from the BN model the predicted probability of observing a pathological scar type.<\/jats:p>","DOI":"10.1111\/j.1742-481x.2012.01080.x","type":"journal-article","created":{"date-parts":[[2012,9,7]],"date-time":"2012-09-07T13:30:09Z","timestamp":1347024609000},"page":"246-252","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":24,"title":["Predicting severity of pathological scarring due to burn injuries: a clinical decision making tool using Bayesian networks"],"prefix":"10.1111","volume":"11","author":[{"given":"Paola","family":"Berchialla","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ezio Nicola","family":"Gangemi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Francesca","family":"Foltran","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Arber","family":"Haxhiaj","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alessandra","family":"Buja","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fulvio","family":"Lazzarato","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maurizio","family":"Stella","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dario","family":"Gregori","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2012,9,7]]},"reference":[{"key":"e_1_2_5_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.burns.2010.03.016"},{"key":"e_1_2_5_3_2","doi-asserted-by":"publisher","DOI":"10.2165\/00128071-200304040-00004"},{"key":"e_1_2_5_4_2","doi-asserted-by":"publisher","DOI":"10.1042\/cs0940541"},{"key":"e_1_2_5_5_2","doi-asserted-by":"publisher","DOI":"10.1111\/j.1067-1927.2005.130407.x"},{"key":"e_1_2_5_6_2","doi-asserted-by":"publisher","DOI":"10.1001\/archfaci.10.2.93"},{"key":"e_1_2_5_7_2","doi-asserted-by":"publisher","DOI":"10.1097\/00005373-198702000-00008"},{"key":"e_1_2_5_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.burns.2007.10.002"},{"key":"e_1_2_5_9_2","doi-asserted-by":"publisher","DOI":"10.1097\/00005373-198310000-00009"},{"key":"e_1_2_5_10_2","doi-asserted-by":"publisher","DOI":"10.1097\/BCR.0B013E31802CB860"},{"key":"e_1_2_5_11_2","first-page":"105","article-title":"Post\u2010burn pathological scar: clinical aspects and therapeutic approach","volume":"2","author":"Magliacani G","year":"1997","journal-title":"An Medit Burns Club"},{"key":"e_1_2_5_12_2","doi-asserted-by":"publisher","DOI":"10.1016\/0924-980X(95)00252-G"},{"key":"e_1_2_5_13_2","doi-asserted-by":"publisher","DOI":"10.1055\/s-0038-1634867"},{"key":"e_1_2_5_14_2","doi-asserted-by":"publisher","DOI":"10.1055\/s-0038-1634868"},{"key":"e_1_2_5_15_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0010-4825(96)00039-X"},{"key":"e_1_2_5_16_2","doi-asserted-by":"crossref","first-page":"206","DOI":"10.1055\/s-0038-1634528","article-title":"Computer\u2010based decision support in the management of primary gastric non\u2010Hodgkin lymphoma","volume":"37","author":"Lucas PJ","year":"1998","journal-title":"Methods Inf Med"},{"key":"e_1_2_5_17_2","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2753.2011.01651.x"},{"key":"e_1_2_5_18_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2003.11.001"},{"key":"e_1_2_5_19_2","doi-asserted-by":"publisher","DOI":"10.1016\/0007-1226(90)90046-3"},{"key":"e_1_2_5_20_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3502-4"},{"key":"e_1_2_5_21_2","volume-title":"Causality: models, reasoning and inference","author":"Pearl J.","year":"2000"},{"key":"e_1_2_5_22_2","volume-title":"Computation, causation and discovery","author":"Glymour C","year":"1999"},{"key":"e_1_2_5_23_2","unstructured":"Decision Systems Laboratory \u2013 University of Pittsburgh. GeNIe 2.0. URLhttp:\/\/www.sis.pitt.edu\/~genie\/ 2006[accessed on 20 September 2011]."},{"key":"e_1_2_5_24_2","unstructured":"Norsys Software Corporation. Netica v3.18. URLhttp:\/\/www.norsys.com\/netica.html 2006[accessed on 20 September 2011]."},{"key":"e_1_2_5_25_2","volume-title":"Probabilistic reasoning in intelligent systems: networks of plausible inference","author":"Pearl J.","year":"1991"},{"key":"e_1_2_5_26_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2008.01.003"},{"key":"e_1_2_5_27_2","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2753.2009.01240.x"},{"key":"e_1_2_5_28_2","unstructured":"FuLD TsamardinosI.A comparison of Bayesian network learning algorithms from continuous data. AMIA Annual Symposium proceedings\/AMIA Symposium; 2005:960. [Epub 2006\/06\/17]."},{"key":"e_1_2_5_29_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.burns.2006.02.007"}],"container-title":["International Wound Journal"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1111%2Fj.1742-481X.2012.01080.x","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/j.1742-481X.2012.01080.x","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,2]],"date-time":"2023-10-02T18:31:32Z","timestamp":1696271492000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/j.1742-481X.2012.01080.x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,9,7]]},"references-count":28,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2014,6]]}},"alternative-id":["10.1111\/j.1742-481X.2012.01080.x"],"URL":"https:\/\/doi.org\/10.1111\/j.1742-481x.2012.01080.x","archive":["Portico"],"relation":{},"ISSN":["1742-4801","1742-481X"],"issn-type":[{"value":"1742-4801","type":"print"},{"value":"1742-481X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,9,7]]},"assertion":[{"value":"2012-09-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}