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Zhangsheng Yu

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Articles 115
Citations 1695
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Recent Articles
1.
Yang Z, Wei T, Liang Y, Yuan X, Gao R, Xia Y, et al.
Nat Commun . 2025 Mar; 16(1):2366. PMID: 40064883
Computational pathology, utilizing whole slide images (WSIs) for pathological diagnosis, has advanced the development of intelligent healthcare. However, the scarcity of annotated data and histological differences hinder the general application...
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Liu L, Wang J, Li W, Gao J, Li W, Li Y, et al.
Gen Psychiatr . 2025 Feb; 38(1):e101747. PMID: 39944776
No abstract available.
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Xia Y, Zhou J, Xun X, Johnston L, Wei T, Gao R, et al.
NPJ Precis Oncol . 2024 Nov; 8(1):263. PMID: 39551847
Accurate treatment response assessment using serial CT scans is essential in oncological clinical trials. However, oncologists' assessment following the Response Evaluation Criteria in Solid Tumors (RECIST) guideline is subjective, time-consuming,...
5.
Cui Y, Lin Q, Yuan X, Jiang F, Ma S, Yu Z
Brief Bioinform . 2024 Oct; 25(6). PMID: 39406521
Mediation analysis has been widely utilized to identify potential pathways connecting exposures and outcomes. However, there remains a lack of analytical methods for high-dimensional mediation analysis in longitudinal data. To...
6.
Xia Y, Zhou J, Xun X, Zhang J, Wei T, Gao R, et al.
Insights Imaging . 2024 Aug; 15(1):214. PMID: 39186192
Objectives: To develop a deep learning model combining CT scans and clinical information to predict overall survival in advanced hepatocellular carcinoma (HCC). Methods: This retrospective study included immunotherapy-treated advanced HCC...
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Yuan X, Ma Y, Gao R, Cui S, Wang Y, Fa B, et al.
Nat Commun . 2024 Jul; 15(1):5700. PMID: 38972896
Identifying spatially variable genes (SVGs) is crucial for understanding the spatiotemporal characteristics of diseases and tissue structures, posing a distinctive challenge in spatial transcriptomics research. We propose HEARTSVG, a distribution-free,...
8.
Sun X, Ma S, Guo Y, Chen C, Pan L, Cui Y, et al.
Ecotoxicol Environ Saf . 2024 Jun; 281:116638. PMID: 38944013
Studies have highlighted a possible link between air pollution and cerebral small vessel disease (CSVD) imaging markers. However, the exact association and effects of polygenic risk score (PRS) defined genetic...
9.
Chen X, Chen J, Zhao X, Mu R, Tan H, Yu Z
Neuropsychiatr Dis Treat . 2024 Jun; 20:1191-1200. PMID: 38855383
The coronavirus disease-2019 pandemic resulted in a major increase in depression and anxiety disorders worldwide, which increased the demand for mental health services. However, clinical interventions for treating mental disorders...
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Zhou J, Xia Y, Xun X, Yu Z
J Imaging Inform Med . 2024 May; 38(1):380-393. PMID: 38740661
Accurate treatment outcome assessment is crucial in clinical trials. However, due to the image-reading subjectivity, there exist discrepancies among different radiologists. The situation is common in liver cancer due to...