In this presentation, Stephen Wong shows the application of ML/DL powers digital pathology beyond diagnosis and into treatment and research. He explores how label-free imaging optical biopsy would have the potential to alleviate issues such as phototoxicity and photobleaching, and its integration with effective ML/DL and endoscopy techniques will lead to in vivo digital pathology. Coupling pathologic image analysis with omics studies will expand the scope of digital pathology for understanding disease mechanism.

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