{"id":13829451,"url":"https://github.com/YogiOnBioinformatics/Bioimaging-Informatics-Machine-Learning-for-Cancerous-Breast-Cell-Detection","last_synced_at":"2025-07-09T10:30:46.639Z","repository":{"id":164114941,"uuid":"163472987","full_name":"YogiOnBioinformatics/Bioimaging-Informatics-Machine-Learning-for-Cancerous-Breast-Cell-Detection","owner":"YogiOnBioinformatics","description":"Worked with Dr. Shandong Wu at University of Pittsburgh to use software to improve outcomes for breast cancer risk detection. 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The purpose of the project was to use Bioimaging Informatics techniques along with Machine Learning techniques such as Fuzzy C-means Clustering (FCM) and Support Vector Machine (SVM) Segmentation to ultimately improve breast cancer risk detection. This was using mammographic images and running them through software in a MatLab environment. \n\n**Files**\n\n\n`First Experiences in Research Symposium Poster.png` \n\nThis is the final poster that was presented at the research symposium for the First Experiences in Research (link above) program. \n\n`Research Abstract.pdf`\n\nThis is the detailed version of the purpose behind the project and what was achieved in the final results. \n\n\n**Publication** \n\nThe research done in this project was based off of the following [publication](https://aapm.onlinelibrary.wiley.com/doi/abs/10.1118/1.4736530). \n\n\n**Contact Information** \n\n![interests](https://avatars1.githubusercontent.com/u/38919947?s=400\u0026u=49ab1365a14fac78a91e425efd583f7a2bcb3e25\u0026v=4)\n\nYogindra Raghav (YogiOnBioinformatics) \n\nyraghav97@gmail.com\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FYogiOnBioinformatics%2FBioimaging-Informatics-Machine-Learning-for-Cancerous-Breast-Cell-Detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FYogiOnBioinformatics%2FBioimaging-Informatics-Machine-Learning-for-Cancerous-Breast-Cell-Detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FYogiOnBioinformatics%2FBioimaging-Informatics-Machine-Learning-for-Cancerous-Breast-Cell-Detection/lists"}