Author

Hui-Lin Zhang

3 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

Background 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. Thi...

Chen-Jie Qiu, Hui-Lin Zhang, Z. Du et al. · Frontiers in Cellular and In... · 0 citations

Open access Sep 2026

A four-gene signature identifies TKI-induced persister cells and uncovers a ZLN005-induced pyroptotic vulnerability via the GSDME pathway in EGFR-mutant lung cancer

Public transcriptomic datasets from tumour cell-based models treated with EGFR inhibitors or other targeted agents within the receptor tyrosine kinase (RTK)/RAS/MAPK pathway were integrated with machine-learning-based feature selection, survival analysis and Cancer Dependency Map-based pharmacogenomic screening to defi...

Wen-Wen Chang, Jia-Xin Yuan, Hui-Lin Zhang et al. · Molecular Medicine Reports · 0 citations