HEALTHCURE MEDICAL SOLUTION USING MACHINE LEARNING
Abstract & Details
Research Area
ARTIFICIAL INTELLIGENCE AND DATA SCIENCE
Keywords
Healthcare diagnostics
Disease detection
Machine learning
Convolutional Neural Networks
XGBoost.
Abstract
The primary objective of this project is to develop a comprehensive medical disease detection system utilizing Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and ensemble learning techniques. Our aim is to automate the detection of various diseases including Covid-19, brain tumors, Alzheimer's and pneumonia, replacing manual diagnostic methods with accurate and efficient deep learning models. The project involves designing customized CNN and RNN architectures, preprocessing medical images and patient data, and training the models using labeled datasets. If
successful, this project has the potential to revolutionize medical diagnosis, improve patient outcomes, and enhance healthcare accessibility through advanced machine learning techniques.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | SUCHITH V | BANNARI AMMAN INSTITUTE OF TECHNOLOGY |
| 2 | SUJITH V | BANNARI AMMAN INSTITUTE OF TECHNOLOGY |
| 3 | HARISH A S | BANNARI AMMAN INSTITUTE OF TECHNOLOGY |
| 4 | BENITA GRACIA THANGAM J | BANNARI AMMAN INSTITUTE OF TECHNOLOGY |
How to Cite
Use the following formats to cite this article in your research.
APA Style
V, SUCHITH, V, SUJITH, S, HARISH A, & J, BENITA GRACIA THANGAM (2024). HEALTHCURE MEDICAL SOLUTION USING MACHINE LEARNING. International Journal of Advance Research and Innovative Ideas In Education, 10(2), 2312-2321.
MLA Style
V, SUCHITH, et al. "HEALTHCURE MEDICAL SOLUTION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 2, 2024, pp. 2312-2321.
IEEE Style
SUCHITH V, SUJITH V, HARISH A S, and BENITA GRACIA THANGAM J, "HEALTHCURE MEDICAL SOLUTION USING MACHINE LEARNING," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 2, pp. 2312-2321, 2024.
Vancouver Style
V SUCHITH, V SUJITH, S HARISH A, J BENITA GRACIA THANGAM. HEALTHCURE MEDICAL SOLUTION USING MACHINE LEARNING. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(2):2312-2321.
Harvard Style
V, SUCHITH, V, SUJITH, S, HARISH A, & J, BENITA GRACIA THANGAM (2024) 'HEALTHCURE MEDICAL SOLUTION USING MACHINE LEARNING', International Journal of Advance Research and Innovative Ideas In Education, 10(2), pp. 2312-2321.
Chicago Style
V, SUCHITH, et al. "HEALTHCURE MEDICAL SOLUTION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 10, no. 2 (2024): 2312-2321.
Turabian Style
V, SUCHITH, et al. "HEALTHCURE MEDICAL SOLUTION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 10, no. 2 (2024): 2312-2321.
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