Decision-making model for early diagnosis of congestive heart failure using rough set and decision tree approaches - Son, Chang-Sik; Kim, Yoon-Nyun; Kim, Hyung-Seop; Park, Hyoung-Seob; Kim, Min-Soo (Journal of biomedical informatics, 2012)
Keywords: Aged; Aged, 80 and over; Algorithms; Artificial Intelligence; Congestive heart failure; Databases, Factual; Decision tree; Decision Trees; Decision-making model; Diagnosis, Computer-Assisted - methods; Discernibility matrix and function; Entropy; Female; Heart Failure - blood; Heart Failure - diagnosis; Heart Failure - physiopathology; Humans; Logistic Models; Male; Maximum entropy principle; Middle Aged; Reproducibility of Results; ROC Curve; Rough set; Sensitivity and Specificity; CRP; MCV; BE; PT; BASO; ALP; MONO; CK-MB; Cl; ALT; K; Congestive heart failure; Decision tree; Rough set; O2CT; LDH; RBC; MPV; O2SAT; OB; LYMP; Na; SG; TCO2; WBC; PLT; BUN; LUC; HGB (Hb); AST; ABGA; EOS; CK; Maximum entropy principle; APTT; NEUT; Ep. Cell; MCH; MCHC; Decision-making model; HCT; Mg; Discernibility matrix and function; Ca