Author

Yong-Xin Li

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Open access Jul 2026

uFlowAM: an unsupervised framework for detection and visualization of abnormal intracardiac microflow on early-pregnancy fetal cardiac microflow imaging

In this CHD-enriched referral/risk-assessment cohort, uFlowAM detected abnormal early-pregnancy fetal cardiac microflow patterns and improved reader consistency and efficiency on selected fetal cardiac microflow views.

Yan Xia, Yarui Wei, Zhanru Lan et al. · Frontiers in Pediatrics · 0 citations

Open access Aug 2026

Decoding high-order clinical correlations: a knowledge-driven large language model framework for specialized medical decision-making

Embedding domain-specific knowledge into LLMs may improve performance on specialized exam-style thoracic-surgery questions on this text-only benchmark, however, the present 56-item evaluation does not establish clinical equivalence, diagnostic accuracy in practice, multimodal competence, or readiness for real-world clinical decision support.

Qian Li, Yongxin Li, Chao Ye et al. · Frontiers in Artificial Inte... · 0 citations