Breast cancer detection from mammograms

CNN and attention-based models with image metadata integration.

Penn State, Jan 2023 to May 2023

Applied CNN and attention-based models (ResNet, DenseNet, DeiT) to mammogram analysis on the Kaggle RSNA dataset, adding each image’s metadata to the model’s inputs.

Project report