AI based Disease Detection using Machine Learning | Python Projects 2023

Описание: AI based Disease Detection using Machine Learning | Python Projects 2025
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ABSTRACT
The study employs advanced machine learning algorithms to analyze the complex interactions between various factors contributing to the onset of multiple diseases. By leveraging the power of artificial intelligence, our models aim to identify patterns and correlations across different diseases, enabling a holistic and early detection approach.

The research encompasses a range of prevalent diseases, including but not limited to heart disease, liver disease, breast cancer, and diabetes. Through the development and validation of integrated machine learning models, we aim to provide a versatile and accurate diagnostic tool for healthcare professionals. This approach holds the potential to revolutionize disease detection by offering a comprehensive understanding of an individual's health status, facilitating timely interventions and personalized treatment plans.

Our findings highlight the feasibility and effectiveness of using machine learning to address the complexity of multi-disease detection. The implications of this research extend beyond individual disease silos, emphasizing a holistic perspective that aligns with the evolving landscape of precision medicine. As healthcare moves towards a more proactive and personalized paradigm, the integration of machine learning in multi-disease detection stands as a promising avenue for improving patient outcomes and optimizing healthcare resources.

00:00:00 Introduction
00:01:15 About the Project
00:04:19 What is Disease Detection?
00:04:53 PPT Explanation
00:08:14 Advantages Of Project
00:11:05 Proposed System
00:12:16 Modules of the Project
00:14:02 Rrandom Forest Algorithm
00:18:49 Environments and Tools For Project
00:20:46 Project Demo


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