https://github.com/anufax99/lungcancerclassification
This repository contains a deep learning-based cancer type prediction system using a trained convolutional neural network (CNN). The model is deployed using Streamlit, allowing users to upload medical images and receive predictions with a probability distribution displayed in a pie chart.
https://github.com/anufax99/lungcancerclassification
ai-in-healthcare-and-biology biomedical-ai cancer-classification histopathology image-classification lidc-dataset lung-cancer-classification lung-cancer-detection machine-learning medical-imaging neural-networks pylidc streamlit tensorflow
Last synced: about 2 months ago
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This repository contains a deep learning-based cancer type prediction system using a trained convolutional neural network (CNN). The model is deployed using Streamlit, allowing users to upload medical images and receive predictions with a probability distribution displayed in a pie chart.
- Host: GitHub
- URL: https://github.com/anufax99/lungcancerclassification
- Owner: anufax99
- License: mit
- Created: 2025-03-26T02:29:33.000Z (about 2 months ago)
- Default Branch: main
- Last Pushed: 2025-03-26T04:29:31.000Z (about 2 months ago)
- Last Synced: 2025-03-26T04:29:39.812Z (about 2 months ago)
- Topics: ai-in-healthcare-and-biology, biomedical-ai, cancer-classification, histopathology, image-classification, lidc-dataset, lung-cancer-classification, lung-cancer-detection, machine-learning, medical-imaging, neural-networks, pylidc, streamlit, tensorflow
- Language: Jupyter Notebook
- Size: 38.4 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0