[PDF] Top 20 Mining risk patterns in medical data
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Mining risk patterns in medical data
... a data set contains 100 abnormal cases and 9900 normal ...all patterns in the abnormal ...for medical prac- ...skewed data, from our experiences it is still short of solving the ... See full document
6
Data Mining Techniques on Medical Data for Finding Locally Frequent Diseases
... Data mining is a process of analyzing massive data in various perspectives in order to bring about trends or patterns that lead to business intelligence ...[32]. Data mining ... See full document
9
Performance of Classification in Medical Data Mining
... between data records in a cluster ...hidden patterns in the mined ...patient data that could be used to extract useful ...and data mining techniques to help healthcare professionals in ... See full document
7
Data mining in health and medical information
... the risk of missing diagnosis of myocardial infarction and although they may have a high sensitivity, the specificity of their diagnoses is relatively low and results in unnecessary hospital ...survival ... See full document
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A framework for trend mining with application to medical data
... the data is mined by sliding a “window" through the temporal ...temporal data mining (TDM) (Lin et ...between patterns in time-stamped ...sequential patterns; this was then extended ... See full document
279
The Effective Procession of Apriori Algorithm Prescribed Data Mining on Medical Data
... input data we entered in the model at beginning. If the data has inconsistencies or some cleaning issues then result will not generate ...and data preprocessing consume 85% of the total project ...of ... See full document
5
Locating previously unknown patterns in data-mining results: a dual data- and knowledge-mining method
... dual mining method eliminates the need to develop a specific representation language for biomedicine, to elicit user's ...knowledge. Medical terminology is a large field, and using domain knowledge ... See full document
13
Mining Sequential Risk Patterns for Early Assessment of COPD
... Data pre-processing is a huge stage to avoid the blunders or inclination in the analytical results. Since there exist some diagnostic (ICD-9) codes that show up comprehensively without novel properties to our ... See full document
7
An Improved Data mining Model for Predicting Medical Issues
... The data mining techniques enable us to analyze and recover the different patterns which can helpful for providing assistance in decision making, prediction, classification, categorization and many ... See full document
9
On mining latent treatment patterns from electronic medical records
... experimental data were collected from the cardiology department at the Chinese PLA Gen- eral ...the risk of unstable angina is high, the population of unstable angina is huge, especially for elderly people ... See full document
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Medical Data Mining Life Cycle and its Role in Medical Domain
... collected data is transformed in the form of cluster by using computer graphics; it is easy to locate trends of any particular ...many medical applications. Clustering the medical data into ... See full document
5
Mining of medical data to identify risk factors of heart disease using frequent itemset
... on data mining and optimization may predict diseases ...pattern mining algorithms on data streams to understand various advantages and disadvantages, so they provides a way of using new ... See full document
7
PREDICTIVE DATA MINING FRAMEWORK FOR MEDICAL DATA
... divides data samples into target ...each data points. For example, patient can be classified as ―high risk‖ or ―low risk‖ patient on the basis of their disease pattern using data ... See full document
6
Mining Effective Patterns From Text Data- A Survey
... level patterns and a respective specificity in the training ...training data is available to assess the quality of ...the patterns after deriving them and clean close sequential patterns, ... See full document
5
MEDICAL DATA MINING: A REVIEW
... Data Mining refers to the mining of useful and interesting patterns from large data ...1980s data mining has made remarkable progress because of its use in industry, ... See full document
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Application of data mining techniques for medical data classification: a review
... In data mining, categorization is formulated to make a forecast of the memberships in a group for data ...of data to determine data connections in huge ...features, medical ... See full document
6
Data mining approach for exploring socioeconomic patterns in cancer
... Data mining methods have become a widely-used research tool for medical researchers to identify and use patterns and relationships among a large number of ...the data item ...particular ... See full document
7
Medical Data Mining Applications and its Uses
... diseases: Medical practitioners can identify patterns and outliers better by using data mining method rather than just by looking at the tabulated ...help medical experts in early ... See full document
7
Data Warehouse and Mining Tools and Technology in Medical Science
... of data is increasing dramatically. Analyzing this huge amount of data to extract the novel and usable information or knowledge is very complicated and time consuming ...task. Data mining ... See full document
14
Review of Medical Image Mining Using Data Mining
... Data mining is a field of research in the branch of computer ...through data to identify patterns and establish relationship among large data ...set. Data mining is the ... See full document
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