Tao Zou
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View article: Guidewire-driven deployment of high density ECoG arrays for large area brain-computer interface
Guidewire-driven deployment of high density ECoG arrays for large area brain-computer interface Open
Electrocorticographic brain computer interfaces are powerful emergent technologies for advancing basic neuroscience research and targeted clinical interventions. However, existing devices require trade-offs between coverage area, electrode…
View article: Generalized score matching
Generalized score matching Open
View article: K-Means clustering interpretation using recency, frequency, and monetary factor for retail customers segmentation
K-Means clustering interpretation using recency, frequency, and monetary factor for retail customers segmentation Open
View article: Transient response and analytical solution of burst phenomenon in long distance water pipeline
Transient response and analytical solution of burst phenomenon in long distance water pipeline Open
The rapid detection and localisation of pipe burst incidents in water pipe systems are crucial for timely repair, minimisation of leakage, and assurance of water supply security. However, previous researches have insufficiently emphasised …
View article: Penalized Sparse Covariance Regression with High Dimensional Covariates
Penalized Sparse Covariance Regression with High Dimensional Covariates Open
Covariance regression offers an effective way to model the large covariance\nmatrix with the auxiliary similarity matrices. In this work, we propose a\nsparse covariance regression (SCR) approach to handle the potentially\nhigh-dimensional…
View article: Cokrig-and-Regress for Spatially Misaligned Environmental Data
Cokrig-and-Regress for Spatially Misaligned Environmental Data Open
Spatially misaligned data, where the response and covariates are observed at different spatial locations, commonly arise in many environmental studies. Much of the statistical literature on handling spatially misaligned data has been devot…
View article: Generalized Score Matching
Generalized Score Matching Open
Score matching is an estimation procedure that has been developed for statistical models whose probability density function is known up to proportionality but whose normalizing constant is intractable, so that maximum likelihood is difficu…
View article: Hepatitis B virus X protein mediated epigenetic alterations in the pathogenesis of hepatocellular carcinoma
Hepatitis B virus X protein mediated epigenetic alterations in the pathogenesis of hepatocellular carcinoma Open
Chronic hepatitis B virus (HBV) infection is a worldwide health problem. Hepatitis B virus X protein (HBx), a pleiotropic regulatory protein encoded by HBV, is necessary for the transcription of HBV covalently closed circular DNA (cccDNA) …
View article: Covariance Model with General Linear Structure and Divergent Parameters
Covariance Model with General Linear Structure and Divergent Parameters Open
For estimating the large covariance matrix with a limited sample size, we propose the covariance model with general linear structure (CMGL) by employing the general link function to connect the covariance of the continuous response vector …
View article: Mutual Influence Regression Model
Mutual Influence Regression Model Open
In this article, we propose the mutual influence regression model (MIR) to establish the relationship between the mutual influence matrix of actors and a set of similarity matrices induced by their associated attributes. This model is able…
View article: Generalized Score Matching for Regression
Generalized Score Matching for Regression Open
Many probabilistic models that have an intractable normalizing constant may be extended to contain covariates. Since the evaluation of the exact likelihood is difficult or even impossible for these models, score matching was proposed to av…
View article: Gut Microbiota-Derived Inflammation-Related Serum Metabolites as Potential Biomarkers for Major Depressive Disorder
Gut Microbiota-Derived Inflammation-Related Serum Metabolites as Potential Biomarkers for Major Depressive Disorder Open
These findings suggested that the disturbance of phyla Firmicutes might be involved in the onset of depression by regulating host's inflammatory response, and these potential biomarkers could be useful for future investigating the objectiv…
View article: Associations between disordered gut microbiota and changes of neurotransmitters and short-chain fatty acids in depressed mice
Associations between disordered gut microbiota and changes of neurotransmitters and short-chain fatty acids in depressed mice Open
Mounting evidence suggests that gut microbiota can play an important role in pathophysiology of depression, but its specific molecular mechanisms are still unclear. This study was conducted to explore the associations between changes in ne…
View article: Phosphate removal combined with acetate supplementation enhances lipid production from water hyacinth by Cutaneotrichosporon oleaginosum
Phosphate removal combined with acetate supplementation enhances lipid production from water hyacinth by Cutaneotrichosporon oleaginosum Open
View article: A Newly Authenticated Compound from Traditional Chinese Medicine Decoction Induces Melanogenesis in B16‐F10 Cells by Increasing Tyrosinase Activity
A Newly Authenticated Compound from Traditional Chinese Medicine Decoction Induces Melanogenesis in B16‐F10 Cells by Increasing Tyrosinase Activity Open
Vitiligo is a kind of skin dysfunction on melanogenesis. The highly prevalent, chronic, and distinctive complexion changes on patients have imposed enormous psychic and economic burden on both individuals and society. Traditional Chinese M…