Features
Standardized evaluation of AI reasoning in therapeutic decision-making
Curated datasets covering treatment selection, drug interactions, clinical guidelines
Task templates for multi-modal data integration (genomics, imaging, EHR)
Scalable framework for model comparison
Reproducible evaluation protocols
Open-source code and data
Supports fine-grained performance analysis per clinical domain
Includes baseline models and evaluation scripts
Community-contributed task extensions
NeurIPS 2025 workshop integration
Real-world data from millions of oncology patients globally
Flatiron Telescope AI platform for rapid oncology insights
LLM-based thematic analysis of clinical trial discussions
ML models predicting rapid progression in HR+/HER2- metastatic breast cancer
Real-world biomarker testing and outcomes studies
Point-of-care clinical decision support
Regulatory-grade real-world evidence generation
Cancer-specific data abstraction and curation
Custom study design and analytics services
Data quality assurance and validation processes
Multi-cancer type cohort identification
Publication support – over 2,000 peer-reviewed papers
49+ research acceptances at ASCO 2026
Integration with life sciences workflows
Professional services for research collaborations
Integrations
Electronic Health Record (EHR) systems
Laboratory information systems
Clinical trial management systems
Research data repositories
Genomic sequencing platforms
