Author

Xiao-Yan Xie

2 papers indexed here

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Open access Mar 2026

Evaluating Consistency and Accuracy of GPT-4 Omni to Analyze Thyroid Ultrasound Features and ACR TR Categories to Aid Report Generation

Introduction: Multimodal large language models, including GPT-4 Omni (GPT-4o), have been applied for facilitating the healthcare process, but their capacity to interpret thyroid sonography images to aid report generation, as well as ways for improvements, are unclear. Methods: 120 thyroid nodules were retrospectively i...

Ze-Bang Yang, Tong-Yi Huang, Lei Huang et al. · Current medical imaging · 1 citation

#artificial intelligence Preprint Jan 2026

IDRBench: Benchmarking the Interactive Capabilities of Deep Research Agents

IDRBench is introduced, a benchmark for evaluating interactive deep research with controlled opportunities for clarification, and shows that access to clarification alone does not guarantee better outcomes: success depends on what agents ask and how effectively they incorporate the resulting feedback.

Yingchaojie Feng, Qiang Huang, Xiao-Yan Xie et al. · 2 citations