Prediction of disease and suggestion of specialist using big data techniques
This paper mainly focuses to develop a model which provide medical assistance for people by predicting the disease and give suggestion of medical specialist using novel big data techniques, Analysis of patients symptoms and predicts the disease using map reduce technique and also based on the diseas...
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Format: | Tagungsbericht |
Sprache: | eng |
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Online-Zugang: | Volltext |
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Zusammenfassung: | This paper mainly focuses to develop a model which provide medical assistance for people by predicting the disease and give suggestion of medical specialist using novel big data techniques, Analysis of patients symptoms and predicts the disease using map reduce technique and also based on the disease prediction if the case is severe the model also suggests the doctor to consult from the own place and also suggest the drugs , Thus it avoids the people for self medication which may lead to wrong treatment and hence the model provides accurate prediction and thus solves common people problem. The proposed method performs better accuracy percentage compared to other existing methods like Decision tree and Naïve Bayes Method. |
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ISSN: | 0094-243X 1551-7616 |
DOI: | 10.1063/5.0074128 |