Goal: Using deep learning to detect and classify the breast cancer metastasis, and reconstruct the tumor probability heat map.
Partnered with Tianqi Lou
Code: Inception V3 and VGG16 Multi-zoom level Model
Presentation Slide: Presentation Slides
Data: Image sourced from CAMELYON16: https://camelyon16.grand-challenge.org. Method inspired from Liu et al. (2017) paper: https://arxiv.org/abs/1703.02442.