Medical Data Mining Based On Association Rules

Data mining in clinical big data: the frequently used …

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

Data-mining based on association rules identifies association rules in a two-step process: 1) all high frequency items in the collection are listed and 2) frequent association rules are generated based on the high frequency items . Therefore, before …

Medical Data Mining Based on Association Rules

https://pdfs.semanticscholar.org/78d2/37cebde0d77d78c2dc1c6fa17d4d66b6b417.pdf

were presented over time. A trial of medical data mining was made on 285 cases of breast disease patients in HIS (Hospital Information System) using Association Rules …

Medical Data Mining Based on Association Rules

https://www.researchgate.net/publication/47508189_Medical_Data_Mining_Based_on_Association_Rules

Doddi et al [8] have investigated the application of association rules in medical data. Hu [9] utilized the association rules technique (using an Im- proved A …

Association Rule Mining in Healthcare Analytics

https://link.springer.com/chapter/10.1007/978-3-319-61845-6_4

Artificial neural network based prediction model has also been developed using this association mining rules, which in turn out performed the MELD score …

Association Rules and Data Mining in Hospital Infection …

https://academic.oup.com/jamia/article/5/4/373/730126

Mining association rules from clinical databases: an …

https://pubmed.ncbi.nlm.nih.gov/11604957/

Data mining is the process of discovering interesting knowledge, such as patterns, associations, changes, anomalies and significant structures, from large amounts of data …

Medical Data Mining Based on Association Rules

https://www.semanticscholar.org/paper/Medical-Data-Mining-Based-on-Association-Rules-Hu/78d237cebde0d77d78c2dc1c6fa17d4d66b6b417

Based on Improved Apriori algorithm, data mining for breast-cancers is carried out for the relationship between breast-cancer recurrences and other attributes by making use of …

Mining for association rules in medical data - ResearchGate

https://www.researchgate.net/publication/229044937_Mining_for_association_rules_in_medical_data

Abstract. Association rules are logical propositions of the form ϕ ≈ ψ that are fre-quently observed in a given set of data. An analyst can express hypotheses in the …

Association Rule Mining and Medical …

https://www.researchgate.net/publication/271157500_Association_Rule_Mining_and_Medical_Application_A_Detailed_Survey

Abstract. Association rule mining is one of the well established fields in data mining. This paper has surveyed the research papers in this field from 1993 to …

Implementing Association Rules in Medical Diagnosis …

https://www.researchgate.net/publication/287975524_Implementing_Association_Rules_in_Medical_Diagnosis_test_data

In this work, the apriori algorithm is used to find the association rule between medical diagnosis test data. In the experimental analysis, the proposed method is …