MULTIPLE DISEASE PREDICTION USING MACHINE LEARNING APPROACH

SUDARSAN K; AAGASH SETHUPATHI N; VISHAL A.S; NISHA DEVI K

MULTIPLE DISEASE PREDICTION USING MACHINE LEARNING APPROACH

April 2024

Vol-10, Issue-2

Paper ID: 23072

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer science

Keywords

Medical disease detection Convolutional Neural Networks Recurrent Neural Networks Ensemble learning Deep learning Performance evaluation Healthcare Patient outcomes

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

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Author Information

#	Name	Institute / Affiliation
1	SUDARSAN K	BANNARI AMMAN INSTITUTE OF TECHNOLOGY
2	AAGASH SETHUPATHI N	BANNARI AMMAN INSTITUTE OF TECHNOLOGY
3	VISHAL A.S	BANNARI AMMAN INSTITUTE OF TECHNOLOGY
4	NISHA DEVI K	BANNARI AMMAN INSTITUTE OF TECHNOLOGY

How to Cite

Use the following formats to cite this article in your research.

APA Style

K, SUDARSAN, N, AAGASH SETHUPATHI, A.S, VISHAL, & K, NISHA DEVI (2024). MULTIPLE DISEASE PREDICTION USING MACHINE LEARNING APPROACH. International Journal of Advance Research and Innovative Ideas In Education, 10(2), 2454-2463.

MLA Style

K, SUDARSAN, et al. "MULTIPLE DISEASE PREDICTION USING MACHINE LEARNING APPROACH." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 2, 2024, pp. 2454-2463.

IEEE Style

SUDARSAN K, AAGASH SETHUPATHI N, VISHAL A.S, and NISHA DEVI K, "MULTIPLE DISEASE PREDICTION USING MACHINE LEARNING APPROACH," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 2, pp. 2454-2463, 2024.

Vancouver Style

K SUDARSAN, N AAGASH SETHUPATHI, A.S VISHAL, K NISHA DEVI. MULTIPLE DISEASE PREDICTION USING MACHINE LEARNING APPROACH. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(2):2454-2463.

Harvard Style

K, SUDARSAN, N, AAGASH SETHUPATHI, A.S, VISHAL, & K, NISHA DEVI (2024) 'MULTIPLE DISEASE PREDICTION USING MACHINE LEARNING APPROACH', International Journal of Advance Research and Innovative Ideas In Education, 10(2), pp. 2454-2463.

Chicago Style

K, SUDARSAN, et al. "MULTIPLE DISEASE PREDICTION USING MACHINE LEARNING APPROACH." International Journal of Advance Research and Innovative Ideas In Education 10, no. 2 (2024): 2454-2463.

Turabian Style

K, SUDARSAN, et al. "MULTIPLE DISEASE PREDICTION USING MACHINE LEARNING APPROACH." International Journal of Advance Research and Innovative Ideas In Education 10, no. 2 (2024): 2454-2463.