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Insights on Research Data Management

Flywheel for Oncology Demo: Developing AI Classification of Breast Cancer Risk

Flywheel's medical imaging data and AI platform accelerates research by helping you curate analysis-ready data. In this video, we demonstrate testing a trained classification model on mammograms to categorize breast tissue density, a key cancer risk factor. We import data, pre-process it, and classify mammograms using our AI model. Next, we gather radiologist annotations with the Reader Workflows module. Finally, with dynamic reports, we compare machine learning outputs with expert labels to refine our model. Watch to learn how Flywheel helps you streamline the management, curation and analysis of breast cancer data sets.