CraigMyles/cggm-mammography-classification
Chinese Mammography Database (CMMD dataset) Deep Learning Classification Pipeline
This project helps medical researchers and data scientists working with mammography images to automatically classify breast masses. It takes raw mammography scans and associated patient data from the Chinese Mammography Database (CMMD), processes them, and then applies deep learning models to predict whether a mass is benign or malignant. This tool is for researchers developing or evaluating AI models for breast cancer detection.
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Use this if you are a medical researcher or data scientist wanting to analyze or build predictive models using the CMMD dataset for mammography classification.
Not ideal if you need a clinical diagnostic tool, or if you are working with different mammography datasets other than CMMD.
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16
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2
Language
Jupyter Notebook
License
MIT
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Last pushed
Mar 15, 2022
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