Probabilistic modeling of short survivability in patients with brain metastasis from lung cancer. Issue 3 (May 2015)

• Record Type: Journal Article
• Authors: Makond, Bunjira; Wang, Kung-Jeng; Wang, Kung-Min
• Is Part Of: Computer methods and programs in biomedicine. Volume 119:Issue 3(2015)
• Page Start: 142
• Page End: 162
• Publication Date: 2015-05
• Subjects: Medicine -- Computer programs -- Periodicals; Biology -- Computer programs -- Periodicals; Computers -- Periodicals; Medicine -- Periodicals; Médecine -- Logiciels -- Périodiques; Biologie -- Logiciels -- Périodiques; Biology -- Computer programs; Medicine -- Computer programs; Periodicals; Electronic journals; 610.28
• DOI: 10.1016/j.cmpb.2015.02.005
• Languages: English
• ISSNs: 0169-2607

Abstract

<abstract abstract-type="author-highlights" id="abs0005"> <title id="sect0005">Highlights</title> <sec> <p id="spar0005"> <list id="lis0005"> <list-item id="lsti0005"> <label></label> <p id="par0005">The use of Bayesian network to predict the short survivability of patients.</p> </list-item> <list-item id="lsti0010"> <label></label> <p id="par0010">The use of synthetic minority over-sampling technique to improve the sensitivity.</p> </list-item> <list-item id="lsti0015"> <label></label> <p id="par0015">The proposed model has the highest sensitivity among all benchmark methods.</p> </list-item> </list> </p> </sec> </abstract>