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Title: :  PARAMETER BASED DISEASE PREDICTION AND RECOMMENDATION
PaperId: :  23212
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-23212
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sonali Vishram GunjalPadmashri Dr.Vitthalrao Vikhe Patil Institute of Technology and Engineering (Polytechnic) Pravaranagar-413736
Darshan Prashant RakaPadmashri Dr.Vitthalrao Vikhe Patil Institute of Technology and Engineering (Polytechnic) Pravaranagar-413736
Rohit Macchindra PawarPadmashri Dr.Vitthalrao Vikhe Patil Institute of Technology and Engineering (Polytechnic) Pravaranagar-413736
Vaibhav Balasaheb HalnorPadmashri Dr.Vitthalrao Vikhe Patil Institute of Technology and Engineering (Polytechnic) Pravaranagar-413736
Uday Pravin AmbrePadmashri Dr.Vitthalrao Vikhe Patil Institute of Technology and Engineering (Polytechnic) Pravaranagar-413736

Abstract

Cloud Computing and Big Data
Disease, Suggestion, Healthcare, Android App
Hospital recommendation System is considered as an important factor in health care Sector for managing the administrative, financial and clinical aspects of a hospital. Due to data mining progress in biomedical and healthcare communities, accurate study of medical data benefits early disease recognition, patient care and community services. When the quality of medical data is incomplete the exactness of study is reduced. Moreover, different regions exhibit unique appearances of certain regional diseases, which may results in weakening the prediction of disease outbreaks. In the proposed system, it provides machine learning algorithms for effective prediction of various disease occurrences in diseasefrequent societies. It experiment the altered estimate models over real-life hospital data collected. To overcome the difficulty of incomplete data, it use a latent factor model to rebuild the missing data. It experiment on a regional chronic illness of cerebral infarction. Using structured and unstructured data from hospital it use Machine Learning Decision Tree algorithm. It predicts probable diseases and hospitals by mining data sets. To the best of our knowledge in the area of medical big data analytics none of the existing work focused on both data types. Compared to several typical estimate algorithms, the calculation exactness of our proposed algorithm reaches 94.8% with a convergence speed which is faster than that of the Decision tree disease risk prediction algorithm.

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IJARIIE Sonali Vishram Gunjal, Darshan Prashant Raka, Rohit Macchindra Pawar, Vaibhav Balasaheb Halnor, and Uday Pravin Ambre. "PARAMETER BASED DISEASE PREDICTION AND RECOMMENDATION" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 3240-3248
MLA Sonali Vishram Gunjal, Darshan Prashant Raka, Rohit Macchindra Pawar, Vaibhav Balasaheb Halnor, and Uday Pravin Ambre. "PARAMETER BASED DISEASE PREDICTION AND RECOMMENDATION." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 3240-3248.
APA Sonali Vishram Gunjal, Darshan Prashant Raka, Rohit Macchindra Pawar, Vaibhav Balasaheb Halnor, & Uday Pravin Ambre. (2024). PARAMETER BASED DISEASE PREDICTION AND RECOMMENDATION. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 3240-3248.
Chicago Sonali Vishram Gunjal, Darshan Prashant Raka, Rohit Macchindra Pawar, Vaibhav Balasaheb Halnor, and Uday Pravin Ambre. "PARAMETER BASED DISEASE PREDICTION AND RECOMMENDATION." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 3240-3248.
Oxford Sonali Vishram Gunjal, Darshan Prashant Raka, Rohit Macchindra Pawar, Vaibhav Balasaheb Halnor, and Uday Pravin Ambre. 'PARAMETER BASED DISEASE PREDICTION AND RECOMMENDATION', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 3240-3248. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/PARAMETER_BASED_DISEASE__PREDICTION_AND_RECOMMENDATION_ijariie23212.pdf (Accessed : ).
Harvard Sonali Vishram Gunjal, Darshan Prashant Raka, Rohit Macchindra Pawar, Vaibhav Balasaheb Halnor, and Uday Pravin Ambre. (2024) 'PARAMETER BASED DISEASE PREDICTION AND RECOMMENDATION', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 3240-3248IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/PARAMETER_BASED_DISEASE__PREDICTION_AND_RECOMMENDATION_ijariie23212.pdf (Accessed : )
IEEE Sonali Vishram Gunjal, Darshan Prashant Raka, Rohit Macchindra Pawar, Vaibhav Balasaheb Halnor, and Uday Pravin Ambre, "PARAMETER BASED DISEASE PREDICTION AND RECOMMENDATION," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 3240-3248, Mar-App 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/PARAMETER_BASED_DISEASE__PREDICTION_AND_RECOMMENDATION_ijariie23212.pdf [Accessed : ].
Turabian Sonali Vishram Gunjal, Darshan Prashant Raka, Rohit Macchindra Pawar, Vaibhav Balasaheb Halnor, and Uday Pravin Ambre. "PARAMETER BASED DISEASE PREDICTION AND RECOMMENDATION." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 ().
Vancouver Sonali Vishram Gunjal, Darshan Prashant Raka, Rohit Macchindra Pawar, Vaibhav Balasaheb Halnor, and Uday Pravin Ambre. PARAMETER BASED DISEASE PREDICTION AND RECOMMENDATION. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(2) : 3240-3248. Available from: https://ijariie.com/AdminUploadPdf/PARAMETER_BASED_DISEASE__PREDICTION_AND_RECOMMENDATION_ijariie23212.pdf
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