Artificial Intelligence for Medicine and Science @ Harvard

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60 repositories

COMPASS
Public
Generalizable AI predicts immunotherapy outcomes across cancers and treatments
immunology immunotherapy generalization multimodal-learning therapeutics concept-bottleneck-models
Jupyter Notebook
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MIT License
•9•69•2•0•Updated Jan 5, 2026Jan 5, 2026
ToolUniverse
Public
Democratizing AI scientists with ToolUniverse
agents autonomous-agents ai-agents tool-use lrm ai-scientists llms reasoning-agent ai-for-science automated-science
Python
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Apache License 2.0
•124•798•9•10•Updated Jan 4, 2026Jan 4, 2026
mims-harvard.github.io
Public
Lab website
therapeutics generative-ai biomedical-ai agentic-ai multimodal-ai
HTML
•0•1•0•0•Updated Jan 2, 2026Jan 2, 2026
StratCP
Public
Error controlled decisions for safe use of medical foundation models
calibration ai-safety oncology conformal-prediction medical-ai ophtalmology foundation-models vision-language-model ai-implementation
Python
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MIT License
•0•1•0•0•Updated Jan 2, 2026Jan 2, 2026
Medea
Public
Medea: An omics AI agent for therapeutic discovery
omics immunotherapy ai-agents target-discovery tool-use therapeutics synthetic-lethality foundation-models agentic-ai ai-scientist
Python
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Apache License 2.0
•1•7•0•0•Updated Dec 29, 2025Dec 29, 2025
PROTON
Public
Graph AI generates neurological hypotheses validated in molecular, organoid, and clinical systems
drug-repurposing alzheimers-disease parkinsons-disease neurology organoids bipolar-disorder ai-for-science graph-ai
Jupyter Notebook
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MIT License
•7•13•0•0•Updated Dec 27, 2025Dec 27, 2025
CUREBench
Public
CUREBench @ NeurIPS 2025: Benchmarking AI reasoning for therapeutic decision-making at scale
agents therapeutics large-language-models agentic-ai reasoning-language-models neurips-2025
Python
•32•124•11•1•Updated Dec 6, 2025Dec 6, 2025
ProCyon
Public
ProCyon: A multimodal foundation model for protein phenotypes
biology proteins phenotypes foundation-models generative-ai generalist-model biomedical-ai
Python
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MIT License
•14•54•0•0•Updated Nov 25, 2025Nov 25, 2025
Phyla
Public
Phyla: Towards a Foundation Model for Phylogenetic Inference
phylogenetics state-space-model ai-for-science ai-for-biology
Python
•4•27•1•0•Updated Nov 20, 2025Nov 20, 2025
CONCERT
Public
CONCERT predicts niche-aware perturbation responses in spatial transcriptomics
omics spatial-models perturbations spatial-transcriptomics virtual-cell generative-ai
Jupyter Notebook
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MIT License
•0•12•1•0•Updated Nov 13, 2025Nov 13, 2025
COMPASS-web
Public
Web Companion for Generalizable AI predicts immunotherapy outcomes across cancers and treatments
immunology immunotherapy generalization multimodal-learning therapeutics concept-bottleneck-models
Jupyter Notebook
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MIT License
•1•5•0•0•Updated Oct 5, 2025Oct 5, 2025
PDGrapher
Public
Combinatorial prediction of therapeutic perturbations using causally-inspired neural networks
drug-discovery causal-inference geometric-deep-learning perturbations graph-neural-networks therapeutics
Jupyter Notebook
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MIT License
•27•101•6•1•Updated Oct 3, 2025Oct 3, 2025
ATOMICA
Public
Learning Universal Representations of Intermolecular Interactions with ATOMICA
proteins molecular-structures ions peptides nucleic-acids geometric-deep-learning atomistic-modelling small-molecules molecular-interactions
Python
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MIT License
•28•193•1•0•Updated Sep 14, 2025Sep 14, 2025
ClinVec
Public
ClinVec: Unified Embeddings of Clinical Codes Enable Knowledge-Grounded AI in Medicine
embeddings representation-learning multimodality precision-medicine medical-ai graph-transformer clinical-ai
Jupyter Notebook
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MIT License
•11•73•2•1•Updated Aug 13, 2025Aug 13, 2025
medlog
Public
A protocol for event-level logging of clinical AI.
MIT License
•1•13•0•0•Updated Aug 8, 2025Aug 8, 2025
Madrigal
Public
Madrigal: Multimodal AI predicts clinical outcomes of drug combinations from preclinical data
deep-learning pharmacology precision-medicine multimodal-learning drug-combination therapeutics llm
Jupyter Notebook
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MIT License
•8•38•1•0•Updated Jul 31, 2025Jul 31, 2025
TxAgent
Public
TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools
agents precision-medicine tool-use therapeutics reasoning-agent reasoning-language-models
Python
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MIT License
•90•582•10•0•Updated Jul 30, 2025Jul 30, 2025
MedTok
Public
[ICML'25] MedTok: Multimodal Medical Code Tokenizer
tokenizer multimodal ehr-data medical-coding llms medical-llm medical-foundation-model
Python
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MIT License
•2•33•2•0•Updated Jul 20, 2025Jul 20, 2025
TDC
Public
Therapeutics Commons (TDC): Multimodal Foundation for Therapeutic Science
machine-learning bioinformatics medicine deep-learning chemistry cheminformatics biology artificial-intelligence benchmarks drug-discovery
Jupyter Notebook
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MIT License
•202•1.2k•57•1•Updated Jul 13, 2025Jul 13, 2025
SHEPHERD
Public
SHEPHERD: Few shot learning for phenotype-driven diagnosis of patients with rare genetic diseases
deep-learning embeddings knowledge-graph patients graph-neural-networks graph-representation-learning rare-disease medical-diagnosis
HTML
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MIT License
•28•77•12•0•Updated Jul 1, 2025Jul 1, 2025
PhylaNeurips
Public
Python
•0•4•0•0•Updated Jun 24, 2025Jun 24, 2025
KUL-KT
Public
MIT License
•0•0•0•0•Updated May 9, 2025May 9, 2025
AIM2
Public
Artificial Intelligence in Medicine II
medicine artificial-intelligence representation-learning agents precision-medicine multimodal-learning medical-ai foundation-models llms generative-ai
HTML
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Other
•1•3•0•0•Updated Apr 28, 2025Apr 28, 2025
SPECTRA
Public
SPECTRA: Spectral framework for evaluation of biomedical AI models
benchmarking protein-structure protein-sequences benchmark-framework geometric-deep-learning protein-language-model foundation-models large-language-models
Jupyter Notebook
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MIT License
•7•41•1•2•Updated Mar 7, 2025Mar 7, 2025
KGARevion
Public
KGARevion: AI Agent for Knowledge-Intensive Biomedical QA
knowledge-graph ai-agents medical-qa-datasets medical-qa
Python
•15•40•3•0•Updated Mar 4, 2025Mar 4, 2025
CLEF
Public
Controllable Sequence Editing for Counterfactual Generation
patients sequence-models ehr-data counterfactuals conditional-generation cellular-reprogramming generative-ai
Python
•2•8•1•0•Updated Feb 17, 2025Feb 17, 2025
PINNACLE
Public
Contextual AI models for single-cell protein biology
proteins context-aware contextual geometric-deep-learning graph-neural-networks therapeutics
Python
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MIT License
•26•96•1•1•Updated Feb 14, 2025Feb 14, 2025
UniTS
Public
A unified multi-task time series model.
time-series eeg ecg forecasting classification imputation multi-task zero-shot anomaly-detection few-shot
Python
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MIT License
•86•605•25•0•Updated Sep 26, 2024Sep 26, 2024
G-Meta
Public
Graph meta learning via local subgraphs (NeurIPS 2020)
machine-learning deep-learning transfer-learning meta-learning few-shot-learning graph-neural-networks massive-interactomics
Python
•29•126•4•1•Updated Jul 25, 2024Jul 25, 2024
PrimeKG
Public
Precision Medicine Knowledge Graph (PrimeKG)
bioinformatics dataset knowledge-graph nlp-machine-learning graph-machine-learning precision-medicine therapeutics network-medicine
Jupyter Notebook
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MIT License
•133•685•5•0•Updated May 27, 2024May 27, 2024