SHAKED
Prospective evaluation of an LLM clinical decision support system in the Rambam Emergency Department (Nature Medicine, under revision).
Synthesizer
Multi-model framework (113,000 evaluations) demonstrating that LLMs generate disease-typical rather than patient-specific clinical data, with a human validation study by three board-certified neurologists.
Structured Retrieval
Showing that retrieval-augmented generation closes the performance gap between low-cost and frontier clinical language models (JAMIA, under review).
MedBAR Safety Framework
A medical AI safety evaluation platform grounded in autonomous-vehicle methodology, with domain-specific playbooks for ACS, sepsis, stroke, PE, and medication safety.
DETECT Score
Machine-learning screening tool for domestic violence detection from ED triage data, with a novel two-layer leakage identification method.
Efgartigimod in Myasthenic Crisis
First prospective comparison of efgartigimod with plasma exchange for myasthenic crisis, with 12-month follow-up.
LLMs for 3D Brain Imaging
81-study scoping review mapping the use of large language models and foundation models for brain CT and MRI analysis.