Meijiao Qin, Guangting Chang, Xiaoyu Zhou, Lixia Wang, Yuzhen Liang, Yiyi Xu, Siqi Liu, Shu Cai, Meifen Dai
Fathers' needs of breastfeeding support: Perspective of health nurses
Midwifery
multimorbidity defined coexistence multiple chronic conditions poses significant challenges health care systems global scale associated increased mortality reduced quality life increased health care costs burden multimorbidity expected worsen effective intervention taken machine learning potential assist addressing challenges since offers advanced analysis decisionmaking capabilities disease prediction treatment development clinical strategies paper represents protocol scoping review aims identify explore current literature concerning use machine learning patients multimorbidity precisely objective recognize various machine learning models patient groups involved features considered types input data maturity machine learning algorithms outcomes machine learning models scoping review based guidelines prismascr preferred reporting items systematic reviews metaanalyses extension scoping reviews five databases pubmed embase ieee web science scopus chosen conduct literature search two reviewers independently screen titles abstracts full texts identified studies based predefined eligibility criteria covidence veritas health innovation ltd used tool managing screening papers studies examine 1 chronic disease individuals single chronic condition risk developing another included scoping review data included studies collected using microsoft excel microsoft corp focus data extraction bibliographical information objectives study populations types input data types algorithm performance maturity algorithms outcome screening process presented prismascr flow diagram findings scoping review conveyed narrative synthesis additionally data extracted studies presented comprehensive formats charts tables results presented forthcoming scoping review published peerreviewed journal knowledge may first scoping review investigate use machine learning multimorbidity research goal scoping review summarize field literature machine learning patients multiple chronic conditions highlight different approaches potentially discover research gaps results offer insights future research within field contributing developments enhance patient outcomes prr110219653761