Research
Current Projects

Heliconius wing patterns
Team: Tanya Berger-Wolf, Harry Chao, Anuj Karpatne, Daniel Rubenstein, Yu Su, Reshma Ramesh Babu, Jihyung Kil, Christopher Lawrence, Luke Song, Yael Stochel

Patterns2Genes
Team: Tanya Berger-Wolf, Tessa Cotron, Daniel Rubenstein, Scott Wolf

Fishes
Team: Henry L. Bart Jr., Anuj Karpatne, Paula Mabee, Meghan Balk, Kelly Diamond, Mohannad Elhamod, M. Maruf

Macroevolution
Team: Josef Uyeda, Nicholas Bone, Bailey Howell, Diego Porto

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.