Data Mining Algorithms To Analyze Medical Data

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 biochemical …

Detecting diseases in medical prescriptions using data …

https://biodatamining.biomedcentral.com/articles/10.1186/s13040-022-00314-w

Our aim in this paper is to use data mining methods to find knowledge in a dataset of medical prescriptions that can be effective in improving the diagnostic …

Intelligent mining algorithm for complex medical data …

https://link.springer.com/article/10.1007/s12652-020-02239-w

The medical data mining accuracy of the algorithm in literature Miholca and Onica is up to 75.3%, the medical data mining accuracy in the algorithm in …

Different Data Mining Approaches Based Medical Text …

https://www.hindawi.com/journals/jhe/2021/1285167/

Data Mining at FDA -- White Paper | FDA

https://www.fda.gov/science-research/data-mining/data-mining-fda-white-paper

MedWatcher Social is an exploratory data mining tool to detect adverse events related to medical products, using publicly available data on social media (Twitter, Facebook, …

A bibliometric analysis and visualization of medical data …

https://journals.lww.com/md-journal/Fulltext/2020/05290/A_bibliometric_analysis_and_visualization_of.56.aspx

The blue cluster has Rojas E (2016, Process mining in healthcare: A literature review) and Rakesh Agrawal (1993, Mining association rules between sets of …

Major applications of data mining in medical - ScienceDirect

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

Main key factors involved in this data mining for healthcare are: • Optimized performance of various methods to get facility of medical care • Effective modern …

A Review on Data Mining Techniques and Challenges in Medical …

https://www.ijert.org/a-review-on-data-mining-techniques-and-challenges-in-medical-field

Data mining is a technique used for managing enormous quantities of data. In these instances, analysis becomes harder when dealing with huge volume of data. To …

Research on Application of Data Mining Algorithm in …

https://www.hindawi.com/journals/bmri/2022/7262010/

Compare and analyze the performance of different classifiers and optimize them. 3. Method 3.1. Ultrasound Diagnosis Method The detection instrument is a GE …

Comparative Study of Data Mining Algorithms in Medical Data

https://www.ijert.org/comparative-study-of-data-mining-algorithms-in-medical-data

The application of data mining on medical data can foreground new, useful and potentially lifesaving knowledge. Data mining in medical analysis helps to increase …