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This application aims to early detection of lung cancer to give patients the best chance at recovery and survival using CNN Model.

License: MIT License

Python 100.00%
cancer-detection lung-cancer-detection machine-learning-project cnn-model python-tkinter-application cnn cnn-classification python deep-learning

lung-cancer-detection's Introduction

Lung-Cancer-Detection

This application aims to early detection of lung cancer to give patients the best chance at recovery and survival using CNN Model. Using a data set of thousands of high-resolution lung scans, this model will accurately determine when lesions in the lungs are cancerous. This will dramatically reduce the false positive rate that plagues the current detection technology, get patients earlier access to life-saving interventions, and give radiologists more time to spend with their patients.

Lung-Cancer-Detection

Contributors

Priyansh ShahHarshil RanaIshan ShahManan Shah

Dataset

We have taken 50 patients as a sample dataset for training and validation. Link is available below:

Sample Dataset Images: https://qnm8.sharepoint.com/:f:/g/Ep5GUq573mVHnE3PJavB738Bevue4plkiXyNkYfxHI-a-A?e=UVMWne

Sample Dataset CSV for above images: CSV File

Output Screenshots

OutputScreenshot-1

Demo Video

LungCancerDetection-Video.mp4

Similar Projects

Stroke Blood Clot Classification: https://github.com/Priyansh42/Stroke-Blood-Clot-Classification

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lung-cancer-detection's Issues

About The Dataset

Hello, I have a question about the dataset.
Where are the dataset from, and if I want to use it what should I cite for?

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