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diseaseclassification

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shub-garg / Hybrid-Lung-Segmentation-Disease-Classification-and-Severity-Localization

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A project for lung disease detection and analysis using deep learning. It includes lung segmentation, disease classification, and severity localization with Grad-CAM for visual explanations. This repository provides code, datasets, and documentation for replication and further research.

opencv machine-learning deep-learning tensorflow cv keras computervision medicalimageanalysis lung-segmentation unet-image-segmentation covid-19 gradcam-visualization diseaseclassification coatnet
  • Updated Jun 20, 2024
  • Jupyter Notebook

AdityaPandey-DEV / disease-classification-ml

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This project implements various machine learning algorithms to classify diseases such as diabetes, brain stroke, and heart disease. It compares the performance of these models, providing insights into their effectiveness, along with an interactive visualization dashboard and a RESTful API for model training and evaluation.

react visualization flask datascience healthcare machinelearning apidevelopment diseaseclassification modelcomparison
  • Updated May 21, 2025
  • JavaScript

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