Search Results - "Guo, Shuxia"
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Chemometric analysis in Raman spectroscopy from experimental design to machine learning–based modeling
Published in Nature protocols (01-12-2021)“…Raman spectroscopy is increasingly being used in biology, forensics, diagnostics, pharmaceutics and food science applications. This growth is triggered not…”
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Exploring the Steps of Infrared (IR) Spectral Analysis: Pre-Processing, (Classical) Data Modelling, and Deep Learning
Published in Molecules (Basel, Switzerland) (30-09-2023)“…Infrared (IR) spectroscopy has greatly improved the ability to study biomedical samples because IR spectroscopy measures how molecules interact with infrared…”
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Modified PCA and PLS: Towards a better classification in Raman spectroscopy–based biological applications
Published in Journal of chemometrics (01-04-2020)“…Raman spectra of biological samples often exhibit variations originating from changes of spectrometers, measurement conditions, and cultivation conditions…”
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Effect of Glucagon-like Peptide-1 Receptor Agonists on Lipid Profiles Among Type 2 Diabetes: A Systematic Review and Network Meta-analysis
Published in Clinical therapeutics (2015)“…Abstract Purpose The goal of this study was to assess the effect of glucagon-like peptide-1 receptor agonists (GLP-1 RAs) on lipid profiles in patients with…”
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The Marcinkiewicz–Zygmund-Type Strong Law of Large Numbers with General Normalizing Sequences under Sublinear Expectation
Published in Mathematics (Basel) (01-12-2023)“…In this paper we study the Marcinkiewicz–Zygmund-type strong law of large numbers with general normalizing sequences under sublinear expectation. Specifically,…”
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Monitoring Deuterium Uptake in Single Bacterial Cells via Two-Dimensional Raman Correlation Spectroscopy
Published in Analytical chemistry (Washington) (01-06-2021)“…Raman-stable isotope labeling using heavy water (Raman-D2O) is attracting great interest as a fast technique with various applications ranging from the…”
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Parabolic Equation Modeling of Electromagnetic Wave Propagation over Rough Sea Surfaces
Published in Sensors (Basel, Switzerland) (12-03-2019)“…The parabolic equation is an efficient numerical solution for electromagnetic wave propagation. In order to address the difficulties in predicting…”
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Efficacy of Procyanidins against In Vivo Cellular Oxidative Damage: A Systematic Review and Meta-Analysis
Published in PloS one (01-10-2015)“…In this study, the efficacy of proanthocyanidins (PCs) against oxidative damage was systematically reviewed to facilitate their use in various applications. A…”
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Effect of Nano-Titanium Dioxide on Blood-Testis Barrier and MAPK Signaling Pathway in Male Mice
Published in Biological trace element research (01-08-2021)“…Some studies have found that nano-sized titanium dioxide (nano-TiO 2 ) has adverse effects on the male reproductive system. Blood-testis barrier (BTB), as one…”
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Comparison of the effects of imputation methods for missing data in predictive modelling of cohort study datasets
Published in BMC medical research methodology (16-02-2024)“…Missing data is frequently an inevitable issue in cohort studies and it can adversely affect the study's findings. We assess the effectiveness of eight…”
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Study on the prediction model of atherosclerotic cardiovascular disease in the rural Xinjiang population based on survival analysis
Published in BMC public health (01-06-2023)“…With the increase in aging and cardiovascular risk factors, the morbidity and mortality of atherosclerotic cardiovascular disease (ASCVD), represented by…”
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SNAP: a structure-based neuron morphology reconstruction automatic pruning pipeline
Published in Frontiers in neuroinformatics (14-06-2023)“…Neuron morphology analysis is an essential component of neuron cell-type definition. Morphology reconstruction represents a bottleneck in high-throughput…”
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External validation of three atherosclerotic cardiovascular disease risk equations in rural areas of Xinjiang, China
Published in BMC public health (29-09-2020)“…To externally validate the Prediction for ASCVD Risk in China (PAR) risk equation for predicting the 5-year atherosclerotic cardiovascular disease (ASCVD) risk…”
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14
Analysis of Raman modes in Mn-doped ZnO nanocrystals
Published in Physica status solidi. B. Basic research (01-10-2009)“…Mn‐doped ZnO was synthesized using a co‐precipitation technique. X‐ray diffraction (XRD) measurements and photoluminescence (PL) spectra show that Mn ions are…”
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Gallbladder disease is associated with the risk of cardiovascular disease among Uyghurs in Xinjiang: a prospective cohort study
Published in BMC public health (04-02-2023)“…Gallbladder disease (GBD) can increase the risk of cardiovascular disease (CVD). However, GBD has rarely been reported in the less developed, rural areas of…”
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Demonstration of Carbon Catabolite Repression in Naphthalene Degrading Soil Bacteria via Raman Spectroscopy Based Stable Isotope Probing
Published in Analytical chemistry (Washington) (02-08-2016)“…Carbon catabolite repression (CCR) is a regulatory phenomenon occurring in both lower organisms like bacteria and higher organisms like yeast, which allows…”
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Validation of non-invasive indicators in the screening of metabolic dysfunction-associated fatty liver disease: a cross-sectional study among Uighurs in rural Xinjiang
Published in European journal of medical research (02-12-2023)“…Abstract Background Metabolic dysfunction-associated fatty liver disease (MAFLD) is the most common chronic liver disease in China. Our study aimed to evaluate…”
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Influence of defects on magnetism of Co-doped ZnO
Published in Journal of magnetism and magnetic materials (01-03-2012)“…Two kinds of Zn0.97Co0.03O powders were prepared by precursor thermal decomposition under different conditions. One grown at low temperature has a positive…”
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Risk of coronary heart disease in the rural population in Xinjiang: A nested case-control study in China
Published in PloS one (04-03-2020)“…Coronary heart disease (CHD) is a chronic complex disease caused by a combination of factors such as lifestyle behaviors and environmental and genetic factors…”
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CARS Imaging Advances Early Diagnosis of Cardiac Manifestation of Fabry Disease
Published in International journal of molecular sciences (11-05-2022)“…Vibrational spectroscopy can detect characteristic biomolecular signatures and thus has the potential to support diagnostics. Fabry disease (FD) is a lipid…”
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