Litao Sun

Preoperative planning of venturi-like lymphaticovenous anastomosis for secondary lower extremity lymphedema using contrast-enhanced ultrasound

Venturi-like lymphaticovenous anastomosis (LVA), which utilizes venular branches as recipient veins, is hypothesized to be beneficial for maintaining postoperative anastomotic patency. This study assessed the impact of preoperative contrast-enhanced ultrasound lymphography (CEUS-...

From zero-shot to fine-tuning: optimize large language models for error detection of ultrasound reports

Abstract Background High workload and inconsistent quality of ultrasound report writing may lead to diagnostic errors. This study aims to ascertain whether fine-tuned open-source large language models (LLMs) can achieve promising performance for automated quality control of Chine...