Daniel Rueckert

VERIDAH: solving enumeration anomaly–aware vertebra labeling across imaging sequences

Abstract Objectives Although the identification of enumeration anomalies has potential clinical implications for chronic back pain and operation planning, the thoracolumbar junction is poorly assessed and rarely described in clinical reports. Additionally, even though multiple de...

Skill-guided agentic reasoning enables longitudinal synthesis of myeloma records at expert-level concordance

Abstract Patients with multiple myeloma accumulate hundreds of clinical documents over years of sequential therapy, and every treatment decision depends on synthesis across that history. Whether large language model–based systems can match expert agreement on this task, and where...