Titlebook: Data Mining and Analytics in Healthcare Management; Applications and Too David L. Olson,?zgür M. Araz Book 2023 The Editor(s) (if applicabl

顛簸下上

Analysis of Four Medical Datasets,This chapter demonstrates predictive modeling on four medical datasets, focusing on methods of variable reduction. The relative performance of classification algorithms under various levels of variable reduction is compared in terms of sensitivity, specificity, accuracy, and area under the curve.

類型

Multiple Criteria Decision Models in Healthcare,This chapter covers applications focusing on multiple criteria analysis. Six applications covering healthcare decisions are reviewed involving decisions of breast cancer screening, colorectal cancer treatment choice, selection of a senior center, diabetes/heart treatment selection, disease management, and breast cancer facility location.

Myocarditis

,Na?ve Bayes Models in Healthcare,This chapter reviews application of na?ve Bayes models, applicable to categorical data. Bayesian models are compared with association rule modeling on patient survival data and on IBM Watson healthcare turnover data.

jovial

音樂戲劇

Nefarious

支架

Data Mining and Analytics in Healthcare ManagementApplications and Too

作繭自縛

Book 2023anagement.. .Given its scope, the book will appeal to a broad readership, from researchers and students in the operations research and management field to practitioners such as data analysts and decision-makers who work in the healthcare sector..

擁護

喚起