MehradAria/ALL-Subtype-Classification
A Fast and Efficient CNN Model for B-ALL Diagnosis and its Subtypes Classification using Peripheral Blood Smear Images
This project helps hematologists and laboratory personnel quickly identify Acute Lymphoblastic Leukemia (ALL) and its subtypes from peripheral blood smear images. It takes an image of a blood smear and outputs a diagnosis, indicating whether ALL is present and, if so, which subtype. This tool is designed for medical professionals involved in initial cancer screening and diagnosis.
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Use this if you need a fast and efficient way to screen for ALL and classify its subtypes from blood smear images, reducing diagnostic errors and speeding up treatment decisions.
Not ideal if you are looking for a complete diagnostic solution that replaces all invasive medical tests, as this model serves as an initial screening and assistive tool.
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Jupyter Notebook
License
MIT
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Last pushed
Nov 19, 2023
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