Synopsis of recent research by authors named "ShuJun Xia"
- ShuJun Xia's recent research primarily focuses on the application of large language models (LLMs) in medical imaging and structured report generation, demonstrating their efficacy in transforming free-text ultrasound reports into structured formats and generating BI-RADS classifications.
- Xia has also explored innovative ultrasound techniques, such as super-resolution imaging and viscosity imaging, to enhance the diagnostic capabilities for breast lesions and thyroid nodules, indicating a shift towards integrating advanced imaging methods in clinical practice.
- Additionally, the research delves into the intersection of artificial intelligence with traditional clinical practices, evaluating the accuracy of LLMs in responding to frequently asked questions about benign prostatic hyperplasia, highlighting the potential for AI to support patient education and clinical decision-making.
