Search Results - "Wu, Mingcong"
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ZINBMM: a general mixture model for simultaneous clustering and gene selection using single-cell transcriptomic data
Published in Genome Biology (11-09-2023)“…Clustering is a critical component of single-cell RNA sequencing (scRNA-seq) data analysis and can help reveal cell types and infer cell lineages. Despite…”
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Journal Article -
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Statistical Inferences for Complex Dependence of Multimodal Imaging Data
Published in Journal of the American Statistical Association (02-04-2024)“…Statistical analysis of multimodal imaging data is a challenging task, since the data involves high-dimensionality, strong spatial correlations and complex…”
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Journal Article -
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Molecular imaging of atherosclerotic plaque with lipid nanobubbles as targeted ultrasound contrast agents
Published in Colloids and surfaces, B, Biointerfaces (01-05-2020)“…[Display omitted] •The surface of these nanobubbles which functionalized with anti-VEGFR-2 ligands can selectively attach to atherosclerotic plaque.•The…”
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Central limit theorems for high dimensional dependent data
Published 24-03-2023“…Bernoulli 2024, Vol. 30, pp. 712-742 Motivated by statistical inference problems in high-dimensional time series data analysis, we first derive non-asymptotic…”
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Joint identification of spatially variable genes via a network-assisted Bayesian regularization approach
Published 06-07-2024“…Identifying genes that display spatial patterns is critical to investigating expression interactions within a spatial context and further dissecting biological…”
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Identification of Influencing Factors on Self-reported Count Data with Multiple Potential Inflated Values
Published 27-09-2023“…The Online Chauffeured Service Demand (OCSD) research is an exploratory market study of designated driver services in China. Researchers are interested in the…”
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Journal Article -
7
Statistical inferences for complex dependence of multimodal imaging data
Published 06-03-2023“…Statistical analysis of multimodal imaging data is a challenging task, since the data involves high-dimensionality, strong spatial correlations and complex…”
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Journal Article -
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Research on Referee's Enforcement Stability in Chinese Football Association Super League Based on DEA Method
Published in 2019 11th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC) (01-08-2019)“…Football sport is becoming more popular and influential in China than ever. In addition to performance of teams, level of referee's law enforcement also plays…”
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Conference Proceeding -
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Link Prediction Based on Random Forest in Signed Social Networks
Published in 2018 10th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC) (01-08-2018)“…The social network considering both positive (like, support, trust, etc.) and negative (dislike, opposition, distrust, etc.) relationships is called signed…”
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Conference Proceeding