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Research

Current & Past Projects

Simple graphic representing the tree of life
Macroevolution
Bat skulls
3D Morphometrics
Team: A. Murat Maga, Sara Rolfe, Chi Zhang

Visit Imageomics GitHub

Our approach 

Knowledge from biological ontologies,

leveraging the structure they impose,

together with multiple imaging formats and other data

to fuel the development of next generation of Knowledge-Guided Machine Learning models that are more interpretable, transferable, robust, and label- and sample-efficient,

expanding the role of ML in addressing the most challenging biology problems, forming a virtuous cycle.