ML
Publications
- Randomized controlled trial of gut decontamination in pediatric patients undergoing allogeneic hematopoietic cell transplantation
- Microbiota dynamics in a randomized trial of gut decontamination during allogeneic hematopoietic cell transplantation
- Deep learning for diagnosing patients with rare genetic diseases
- Metapaths: similarity search in heterogeneous knowledge graphs via meta-paths
- Contextualizing protein representations using deep learning on protein networks and single-cell data
- TDC-2: Multimodal Foundation for Therapeutic Science
- Contextual AI models for single-cell protein biology
- Few shot learning for phenotype-driven diagnosis of patients with rare genetic diseases
- Current and future directions in network biology
- Signals in the Cells: Multimodal and Contextualized Machine Learning Foundations for Therapeutics
- Generalizable AI predicts immunotherapy outcomes across cancers and treatments