Developing AI-driven analytical tools for digital pathology imaging data
The adoption of digital pathology has enabled the curation of large repositories of gigapixel whole-slide images (WSIs), which are invaluable for examining cellular morphology and its changes during embryonic development or disease progression. Many existing methods utilize well-trained deep neural networks to extract image features from histology images, which are then used for downstream analysis. [...]