‘*’ Those authors contributed equally.
‘*’ Those authors contributed equally.
Latest News
Jun 2025: Few shot learning for rare disease diagnosis
New paper in npj Digital Medicine: Few shot learning for phenotype-driven diagnosis of patients with rare genetic diseases.
Jun 2025: One Patient, Many Contexts: Scaling Medical AI
Jun 2025: ToolUniverse - 211+ Tools for "AI Scientist" Agents
ToolUniverse now offers access to over 211 cutting-edge biological and medical tools, all integrated with Model Context Protocol (MCP). Any “AI Scientist” agent can tap into these tools for biomedical research. [Tutorial] [ToolUniverse] [TxAgent]
May 2025: What Perturbation Can Reverse Disease Effects?
In press at Nature Biomedical Engineering: PDGrapher AI predicts chemicals to reverse disease phenotypic effects — with applications to drug target identification.
May 2025: Decision Transformers for Cell Reprogramming
New preprint: Decision transformers for generating reach-avoid policies in sequential decision making — with applications from robotics to cell reprogramming.
May 2025: COMPASS: Immunotherapy Outcome Prediction
Apr 2025: ATOMICA - A Universal Model of Molecular Interactions
Mar 2025: On Biomedical AI in Harvard Gazette
Read about AI in medicine in the latest Harvard Gazette and New York Times.
Mar 2025: TxAgent: AI Agent for Therapeutic Reasoning
TxAgent is an AI agent for therapeutic reasoning that consolidates 211 tools from trusted sources, including all US FDA-approved drugs since 1939 and validated clinical insights. [Project website] [TxAgent] [ToolUniverse]
Mar 2025: Multimodal AI predicts clinical outcomes of drug combinations from preclinical data
Mar 2025: KGARevion: AI Agent for Knowledge-Intensive Biomedical QA
KGARevion is an AI agent designed for complex biomedical QA that integrates the non-codified knowledge of LLMs with the structured, codified knowledge found in knowledge graphs. [ICLR 2025 publication]
Feb 2025: MedTok: Unlocking Medical Codes for GenAI
Meet MedTok, a multimodal medical code tokenizer that transforms how AI understands structured medical data. By integrating textual descriptions and relational contexts, MedTok enhances tokenization for transformer-based models—powering everything from EHR foundation models to medical QA. [Project website]
Feb 2025: What If You Could Rewrite Biology? Meet CLEF
What if we could anticipate molecular and medical changes before they happen? Introducing CLEF, an approach for counterfactual generation in biological and medical sequence models. [Project website]
Feb 2025: Digital Twins as Global Health and Disease Models
New paper on the role of digital twins as global health and disease learning models for preventive and personalized medicine.
Jan 2025: LLM and KG+LLM agent papers at ICLR
New papers on test-time interventions in language models and knowledge graph based LLM agents accepted to ICLR. [KGARevion]
Jan 2025: Artificial Intelligence in Medicine 2
Excited to share our new graduate course on Artificial Intelligence in Medicine 2.
Jan 2025: ProCyon AI Highlighted by Kempner
Thanks to Kempner Institute for highlighting our latest research, ProCyon, our protein-text foundation model for modeling protein functions.
Jan 2025: AI Design of Proteins for Therapeutics
New Voices piece in Cell Systems: How will computational protein design change biotechnology and therapeutic development?
Dec 2024: Foundation Model for Protein Phenotypes
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