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Chronic Kidney Disease Prediction Model #876

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merged 2 commits into from
Nov 10, 2024

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Varunshiyam
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Chronic kidney disease (CKD) is a global health challenge with significant morbidity and mortality. Early diagnosis is crucial for effective treatment and slowing disease progression. However, manual analysis of patient health metrics can be time-consuming and prone to human error. This project addresses the need for an automated, accurate, and efficient system to predict CKD from patient data. By employing machine learning techniques, the system helps:

  • Streamline Diagnosis: Providing faster, data-driven insights for healthcare professionals.
  • Improve Accuracy: Reducing the variability and potential inaccuracies in manual assessments.
  • Assist in Preventative Care: Enabling early intervention strategies to mitigate disease impact.

Fixes: #873

Proposed Changes

This project aims to predict chronic kidney disease (CKD) using advanced machine learning models. Leveraging a dataset that includes patient health metrics, the project implements various algorithms to achieve accurate classification of CKD. The primary objective is to create a robust model that can assist in early detection, contributing to better patient outcomes and proactive management of the disease.

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👋 Thank you for opening this pull request! We appreciate your contribution to improving this project. Your PR is under review, and we'll get back to you shortly.
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@UppuluriKalyani UppuluriKalyani merged commit 7e6fa6e into UppuluriKalyani:main Nov 10, 2024
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🎉🎉 Thank you for your contribution! Your PR #876 has been merged! 🎉🎉

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Chronic Kidney Disease Prediction Model
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