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NucleiScan AI is an advanced AI-powered breast cancer diagnostics platform designed to assist medical professionals and diagnostic specialists by combining deep learning analysis with clinical decision support.

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๐Ÿš€ ๐๐ฎ๐œ๐ฅ๐ž๐ข๐’๐œ๐š๐ง ๐€๐ˆ

NucleiScan AI is an advanced AI-powered breast cancer diagnostics platform designed to assist pathologists and oncologists by combining deep learning analysis with clinical decision support. To develop an AI-powered clinical assistant that accurately analyzes nuclear features in breast tissue images to support early cancer detection and assist healthcare professionals in making faster, more informed diagnostic decisions

โš™๏ธ ๐“๐ž๐œ๐ก ๐’๐ญ๐š๐œ๐ค:

๐Ÿ”— Streamlit โ€“ for building the interactive web interface

๐Ÿ“ˆ Scikit-learn โ€“ used Logistic Regression for classification

โšก Groq API โ€“ for lightning-fast model inference

๐Ÿ”ฅ Firebase โ€“ manages chat history and session storage

๐Ÿ—‚๏ธ GitHub โ€“ for version control and code sharing

๐Ÿง  This solution emphasizes the use of AI during the build process and is open-source for the community to build upon.

The real-world problem

How the solution works

The AI-driven impact

๐ŸŒ Visit: https://nucleiscanai.streamlit.app/

๐Ÿ“ GitHub Repo: https://github.com/fachiny17/NucleiScan_AI

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NucleiScan AI is an advanced AI-powered breast cancer diagnostics platform designed to assist medical professionals and diagnostic specialists by combining deep learning analysis with clinical decision support.

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