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kidney-disease

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A rule-based algorithm enabled the automatic extraction of disease labels from tens of thousands of radiology reports. These weak labels were used to create deep learning models to classify multiple diseases for three different organ systems in body CT.

  • Updated May 5, 2021
  • Python

This project aims to develop a comprehensive classification system for chronic kidney disease (CKD) to address the growing healthcare challenge in Egypt. By leveraging machine learning and deep learning techniques, we seek to analyze patient data to predict the presence of CKD and facilitate early diagnosis and intervention.

  • Updated May 19, 2024
  • Jupyter Notebook

Codes for my project called " Fatty Liver Classification and Scaling: from 0 to 2 using CNN." In this project, I've created my own neural network and trained it with the images of the kidneys with the fat level scaling from 0 to 2. With each given new data to the network, the programme indicates which level of fatness the liver is categorized.

  • Updated Feb 15, 2022
  • Jupyter Notebook

This is a web application that aims to help with the diagnosis of various diseases such as breast cancer, chronic kidney disease, coronary heart disease, liver disease, and diabetes mellitus by analyzing different parameters. The application employs machine learning models on the backend, which is a technique of integrating several ML models

  • Updated Apr 11, 2023
  • Jupyter Notebook

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