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Application of Data Mining Techniques to Healthcare Data
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Data Mining in Healthcare: Examples, Techniques & Benefits
WebMar 23, 2024 · Government and Commercial Health, Health Care Cases, Medical and Pharmacy Claims, Data Management, Workers Compensation Payment Remediation, Hospital Revenue Cycle Management, Data... The classification algorithm needs to “know” information concerning each category in advance, with all of the data to be classified having corresponding categories. When the above conditions cannot be met, cluster analysis can be applied to solve the problem [68]. Clustering places similar objects into different … See more Association rules discover interesting associations and correlations between item sets in large amounts of data. These rules were first proposed by Agrawal et al. [86] and applied to analyse customer buying habits to help … See more PCA is a widely used data-mining method that aims to reduce data dimensionality in an interpretable way while retaining most of the information present in the data [93, 94]. The main … See more Webنبذة عني. • Data Science Professional with 10+ years of experience in domains like Supply chain, Sales operations, and Health care. • Strong expertise in Data Mining and Visualizations using Tableau and Python libraries like matplotlib and seaborn. • Worked on Pricing solution for e-commerce company using Convex optimization with ... diabetic gummy candies