Benchmark RadarAI BENCHMARK PROFILE
EarlyDx
EarlyDx is a benchmark for open-ended early diagnosis from emergency department encounters in MIMIC-IV, using admission-time records and LLM-auditor-supervised free-text labels.
- Released
- 2026-07-30
- Readiness
- Paper only
- Primary field
- Health & Life Sciences
Why it matters
It addresses evaluation of diagnosis prediction under realistic admission constraints, which existing closed-set benchmarks miss.
Motivation
Clinical diagnosis at hospital admission must be made rapidly from limited, incomplete evidence.
Primary resources
Benchmark Radar records only publicly supported details and links back to primary sources for verification.