Research

We build AI that helps clinicians care for patients and helps researchers bring new treatments to patients faster. Our work spans two connected areas.

TDC organizes datasets, tasks, tools and leaderboards across therapeutic machine learning

How LEADS training data was collected, linked and turned into tasks

HALO generates records with visit-level and code-level modules

AI for Healthcare

We build trustworthy AI that learns from health records, biosignals, molecules and medical literature to support clinicians, patients and scientists.

Clinical prediction & decision support
Large language models for medicine
AI for drug discovery
Biosignals: EEG, ECG and sleep
Synthetic health data & privacy

Explore AI for Healthcare

TrialGPT retrieves trials, checks each criterion, then ranks trials for a patient

TrialMind covers search, screening, data extraction, and evidence synthesis

TrialPanorama gathers trial records from fifteen global sources into a linked database

AI for Clinical Trials

We build AI that helps design better trials, find the right patients, and turn published evidence into decisions faster.

Designing trials and predicting their outcomes
Matching patients to the right trials
Synthesizing clinical evidence with LLM agents
Open data and benchmarks for trial AI

Explore AI for Clinical Trials