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Explainable machine learning model to predict refeeding hypophosphatemia

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dc.contributor.authorChoi, Tae Yang-
dc.contributor.authorChang, Min-Yung-
dc.contributor.authorHeo, Sungtaik-
dc.contributor.authorJang, Ji Young-
dc.date.accessioned2026-07-09T00:27:42Z-
dc.date.available2026-07-09T00:27:42Z-
dc.date.created2026-06-09-
dc.date.issued2021-10-
dc.identifier.urihttps://ir.ymlib.yonsei.ac.kr/handle/22282913/212849-
dc.languageEnglish-
dc.publisherElsevier Ltd.-
dc.relation.isPartOfClinical Nutrition ESPEN-
dc.relation.isPartOfCLINICAL NUTRITION ESPEN-
dc.subject.MESHAged-
dc.subject.MESHHumans-
dc.subject.MESHHypophosphatemia* / diagnosis-
dc.subject.MESHIntensive Care Units-
dc.subject.MESHMachine Learning-
dc.subject.MESHRefeeding Syndrome* / diagnosis-
dc.subject.MESHRetrospective Studies-
dc.titleExplainable machine learning model to predict refeeding hypophosphatemia-
dc.typeArticle-
dc.contributor.googleauthorChoi, Tae Yang-
dc.contributor.googleauthorChang, Min-Yung-
dc.contributor.googleauthorHeo, Sungtaik-
dc.contributor.googleauthorJang, Ji Young-
dc.identifier.doi10.1016/j.clnesp.2021.08.022-
dc.relation.journalcodeJ04639-
dc.identifier.eissn2405-4577-
dc.identifier.pmid34620320-
dc.identifier.urlhttps://www.sciencedirect.com/science/article/pii/S2405457721003107?via%3Dihub-
dc.subject.keywordRefeeding syndrome-
dc.subject.keywordMachine learning-
dc.subject.keywordSHAP (Shapley additive explanations)-
dc.subject.keywordRefeeding hypophosphatemia-
dc.subject.keywordExtreme gradient boosting (XGBoost)-
dc.contributor.affiliatedAuthorHeo, Sungtaik-
dc.identifier.scopusid2-s2.0-85115094300-
dc.identifier.wosid000729956100025-
dc.citation.volume45-
dc.citation.startPage213-
dc.citation.endPage219-
dc.identifier.bibliographicCitationClinical Nutrition ESPEN, Vol.45 : 213-219, 2021-10-
dc.identifier.rimsid93321-
dc.type.rimsART-
dc.description.journalClass1-
dc.description.journalClass1-
dc.subject.keywordAuthorRefeeding syndrome-
dc.subject.keywordAuthorMachine learning-
dc.subject.keywordAuthorSHAP (Shapley additive explanations)-
dc.subject.keywordAuthorRefeeding hypophosphatemia-
dc.subject.keywordAuthorExtreme gradient boosting (XGBoost)-
dc.subject.keywordPlusPREVENTION-
dc.subject.keywordPlusMANAGEMENT-
dc.subject.keywordPlusSEPSIS-
dc.type.docTypeArticle-
dc.description.isOpenAccessN-
dc.description.journalRegisteredClassscopus-
dc.relation.journalWebOfScienceCategoryNutrition & Dietetics-
dc.relation.journalResearchAreaNutrition & Dietetics-
Appears in Collections:
7. Others (기타) > Others (기타) > 1. Journal Papers
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