https://github.com/uni-creator/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/uni-creator/lungcancerclassification
ai-in-healthcare-and-biology biomedical-ai cancer-classification deeplearning histopathology image-classification lung-cancer-classification machine-learning medical-imaging neural-networks streamlit tensorflow
Last synced: about 1 month ago
JSON representation
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/uni-creator/lungcancerclassification
- Owner: Uni-Creator
- License: apache-2.0
- Created: 2025-03-21T05:28:21.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-03-21T06:12:37.000Z (over 1 year ago)
- Last Synced: 2025-03-21T07:23:02.180Z (over 1 year ago)
- Topics: ai-in-healthcare-and-biology, biomedical-ai, cancer-classification, deeplearning, histopathology, image-classification, lung-cancer-classification, machine-learning, medical-imaging, neural-networks, streamlit, tensorflow
- Language: Jupyter Notebook
- Homepage:
- Size: 38.4 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0