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Author

Hui-Lin Zhang

2 papers indexed here

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Review Oct 2026

A Concept-informed Interpretable Artificial Intelligence Framework for Breast Ultrasound Diagnosis

Most existing artificial intelligence systems for breast ultrasound rely primarily on image-driven prediction, with limited incorporation of the knowledge from the Breast Imaging Reporting and Data System (BI-RADS) and the intermediate assessment processes underlying radiologists'workflow, thereby constraining their in...

Sheng-Zhou Zhong, Zi-Yi Wang, Lian-Fu Li et al. · 0 citations
Open access Oct 2026

Integrating Mendelian randomization with single-cell and spatial transcriptomics to investigate gut microbiota-associated genetic signals and molecular characteristics in prostate cancer

Prostate cancer (PRAD) represents one of the most prevalent malignancies among men globally. Accumulating evidence implicates gut microbiota dysbiosis in the initiation and progression of prostate cancer; however, the causal relationship and underlying molecular mechanisms remain incompletely elucidated. This study...

Chen-Jie Qiu, Hui-Lin Zhang, Zong-Min Du et al. · 0 citations

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