Data Mining Techniques Applied To Medical Information

Data mining in clinical big data: the frequently used …

https://mmrjournal.biomedcentral.com/articles/10.1186/s40779-021-00338-z

The data-mining process applied to address these issues was, as follows: (1) data selection using the MIMIC III database; (2) extraction and integration of three types of data, including multivariate features (demographic information and clinical …

Data Mining In Healthcare: Purpose, Benefits, and …

https://www.usfhealthonline.com/resources/healthcare-analytics/data-mining-in-healthcare/

A survey on data mining techniques used in medicine

https://link.springer.com/article/10.1007/s40200-021-00884-2

Data mining techniques such as Decision Tree, Random Forest, K-means Clustering, Support Vector Machine, Logistic Regression, Neural Network, Naive …

Data mining techniques applied to medical information

https://www.tandfonline.com/doi/abs/10.1080/14639230050058275

Data visualisation and correlation analysis resulted in similar conclusions regarding the most important factors in heart disease. These data mining tools provide …

Major applications of data mining in medical - ScienceDirect

https://www.sciencedirect.com/science/article/pii/S2214785321076604

There are many applications of data mining in curing the patients from various risks of diseases. Data mining has gained much importance in the fields of business and …

Data mining techniques for medical data: A review

https://ieeexplore.ieee.org/document/7955586

Data mining techniques for medical data: A review. Abstract: Data mining is an important area of research and is pragmatically used in different domains like finance, …

Data Mining in the Healthcare Industry: Key Benefits

https://demigos.com/blog-post/data-mining-in-the-healthcare-industry-benefits-examples/

Data mining tools utilize classification algorithms when data needs to be categorized into several groups based on set criteria. For instance, classifiers can help …

Data Mining Techniques for Medical Data: A …

https://www.researchgate.net/publication/318130038_Data_Mining_Techniques_for_Medical_Data_A_Review

The classification task of data mining is generally used in healthcare industries [9]. ... Prediction and Detection of Diabetes using Machine Learning …

Selected techniques for data mining in medicine - PubMed

https://pubmed.ncbi.nlm.nih.gov/10225344/

This paper presents selected data mining techniques that can be applied in medicine, and in particular some machine learning techniques including the mechanisms that make them …

The impact of data mining techniques on …

https://www.researchgate.net/publication/220390320_The_impact_of_data_mining_techniques_on_medical_diagnostics

Medical data mining has great potential for exploring the hidden patterns in the data sets of the medical domain. These patterns can be utilized for clinical …