Research
Knowledge graphs, developmental biology, AI/ML, physics and biophysics.
Making discoveries from complex biological data
We use knowledge graphs and developmental biology to study birth defects, childhood cancer and human disease.
Our work connects genetic findings with molecular processes, cell types and developmental stages. We bring together evidence from biomedical datasets, models of normal development and the research literature to investigate how these relationships change in disease.
Preprints
Early research, not yet peer reviewed.
- MOSAICGraph embeddings from diffusion operators and persistent spectral components.
- ddkg.agentA portable Agent Skill for translating biomedical questions into DDKG-aware Cypher queries.
Explore the lab
Research, people and publications
People
Meet the lab and explore individual profiles.
Publications
Selected papers and preprints from the lab.
In the news
MIT Technology Review
This scientist is helping build a missing map of childhood
A profile of Deanne Taylor’s work on pediatric cell atlases.
Contact
Contact
For questions about a project or a potential research collaboration, contact Dr. Taylor.