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Updated: Jan 14, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
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Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems

Published on: June 13, 2025

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伪标签和以知识为导向的对比学习用于放射学报告生成

Fan Ye1, Xuan Hu1, Yihao Ding1

  • 1School of Computer Science and Technology, Anhui University, Hefei, 230601, Anhui Province, China.

Journal of biomedical informatics
|October 24, 2025
PubMed
概括

这项研究引入了一种新的放射学报告生成 (RRG) 框架,可以提高语义一致性和临床准确性. 通过更好地将图像特征与文本描述对齐,PKCL框架增强了诊断解释.

关键词:
临床知识图表临床知识图表跨模式的学习学习.多标签的对比学习学习.放射学报告的生成变压器 变压器 变压器

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