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Chemometric analysis in Raman spectroscopy from experimental design to machine learning–based modeling

Nature protocols, 2021-12, Vol.16 (12), p.5426-5459

2021

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Exploring the Steps of Infrared (IR) Spectral Analysis: Pre-Processing, (Classical) Data Modelling, and Deep Learning

Molecules (Basel, Switzerland), 2023-09, Vol.28 (19), p.6886

2023

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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

Clinical therapeutics, 2015, Vol.37 (1), p.225-241.e8

2015

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Modified PCA and PLS: Towards a better classification in Raman spectroscopy–based biological applications

Journal of chemometrics, 2020-04, Vol.34 (4), p.n/a

2020

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The Marcinkiewicz–Zygmund-Type Strong Law of Large Numbers with General Normalizing Sequences under Sublinear Expectation

Mathematics (Basel), 2023-12, Vol.11 (23), p.4734

2023

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Raman Based Molecular Imaging and Analytics: A Magic Bullet for Biomedical Applications!?

Analytical chemistry (Washington), 2016-01, Vol.88 (1), p.133-151

2016

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Monitoring Deuterium Uptake in Single Bacterial Cells via Two-Dimensional Raman Correlation Spectroscopy

Analytical chemistry (Washington), 2021-06, Vol.93 (21), p.7714-7723

2021

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Parabolic Equation Modeling of Electromagnetic Wave Propagation over Rough Sea Surfaces

Sensors (Basel, Switzerland), 2019-03, Vol.19 (5), p.1252

2019

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Comparison of the effects of imputation methods for missing data in predictive modelling of cohort study datasets

BMC medical research methodology, 2024-02, Vol.24 (1), p.41-41, Article 41

2024

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Efficacy of Procyanidins against In Vivo Cellular Oxidative Damage: A Systematic Review and Meta-Analysis

PloS one, 2015-10, Vol.10 (10), p.e0139455-e0139455

2015

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Effect of Nano-Titanium Dioxide on Blood-Testis Barrier and MAPK Signaling Pathway in Male Mice

Biological trace element research, 2021-08, Vol.199 (8), p.2961-2971

2021

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Study on the prediction model of atherosclerotic cardiovascular disease in the rural Xinjiang population based on survival analysis

BMC public health, 2023-06, Vol.23 (1), p.1041-11, Article 1041

2023

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External validation of three atherosclerotic cardiovascular disease risk equations in rural areas of Xinjiang, China

BMC public health, 2020-09, Vol.20 (1), p.1471-1471, Article 1471

2020

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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

European journal of medical research, 2023-12, Vol.28 (1), p.1-555, Article 555

2023

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Gallbladder disease is associated with the risk of cardiovascular disease among Uyghurs in Xinjiang: a prospective cohort study

BMC public health, 2023-02, Vol.23 (1), p.242-242, Article 242

2023

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SNAP: a structure-based neuron morphology reconstruction automatic pruning pipeline

Frontiers in neuroinformatics, 2023-06, Vol.17, p.1174049-1174049

2023

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Metabolic Dysfunction-Associated Fatty Liver Disease Is Associated with the Risk of Incident Cardiovascular Disease: A Prospective Cohort Study in Xinjiang

Nutrients, 2022-06, Vol.14 (12), p.2361

2022

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Analysis of Raman modes in Mn-doped ZnO nanocrystals

Physica status solidi. B. Basic research, 2009-10, Vol.246 (10), p.2329-2332

2009

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Risk of coronary heart disease in the rural population in Xinjiang: A nested case-control study in China

PloS one, 2020-03, Vol.15 (3), p.e0229598

2020

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Demonstration of Carbon Catabolite Repression in Naphthalene Degrading Soil Bacteria via Raman Spectroscopy Based Stable Isotope Probing

Analytical chemistry (Washington), 2016-08, Vol.88 (15), p.7574-7582

2016

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Correction: An integrated surgical training program for hepatic cystic echinococcosis in Xinjiang of China

PLoS neglected tropical diseases, 2022-06, Vol.16 (6), p.e0010551-e0010551

2022

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Impact of the baseline insulin resistance surrogates and their longitudinal trajectories on cardiovascular disease (coronary heart disease and stroke): a prospective cohort study in rural China

Frontiers in endocrinology (Lausanne), 2023, Vol.14, p.1259062-1259062

2023

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Influence of defects on magnetism of Co-doped ZnO

Journal of magnetism and magnetic materials, 2012-03, Vol.324 (5), p.782-785

2012

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Smart imaging to empower brain-wide neuroscience at single-cell levels

Brain informatics, 2022-12, Vol.9 (1), p.10-14, Article 10

2022

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CARS Imaging Advances Early Diagnosis of Cardiac Manifestation of Fabry Disease

International journal of molecular sciences, 2022-05, Vol.23 (10), p.5345

2022

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Chemometric analysis in Raman spectroscopy from experimental design to machine learning–based modeling

Exploring the Steps of Infrared (IR) Spectral Analysis: Pre-Processing, (Classical) Data Modelling, and Deep Learning

Effect of Glucagon-like Peptide-1 Receptor Agonists on Lipid Profiles Among Type 2 Diabetes: A Systematic Review and Network Meta-analysis

Modified PCA and PLS: Towards a better classification in Raman spectroscopy–based biological applications

The Marcinkiewicz–Zygmund-Type Strong Law of Large Numbers with General Normalizing Sequences under Sublinear Expectation

Raman Based Molecular Imaging and Analytics: A Magic Bullet for Biomedical Applications!?

Monitoring Deuterium Uptake in Single Bacterial Cells via Two-Dimensional Raman Correlation Spectroscopy

Parabolic Equation Modeling of Electromagnetic Wave Propagation over Rough Sea Surfaces

Comparison of the effects of imputation methods for missing data in predictive modelling of cohort study datasets

Efficacy of Procyanidins against In Vivo Cellular Oxidative Damage: A Systematic Review and Meta-Analysis

Effect of Nano-Titanium Dioxide on Blood-Testis Barrier and MAPK Signaling Pathway in Male Mice

Study on the prediction model of atherosclerotic cardiovascular disease in the rural Xinjiang population based on survival analysis

External validation of three atherosclerotic cardiovascular disease risk equations in rural areas of Xinjiang, China

Validation of non-invasive indicators in the screening of metabolic dysfunction-associated fatty liver disease: a cross-sectional study among Uighurs in rural Xinjiang

Gallbladder disease is associated with the risk of cardiovascular disease among Uyghurs in Xinjiang: a prospective cohort study

SNAP: a structure-based neuron morphology reconstruction automatic pruning pipeline

Metabolic Dysfunction-Associated Fatty Liver Disease Is Associated with the Risk of Incident Cardiovascular Disease: A Prospective Cohort Study in Xinjiang

Analysis of Raman modes in Mn-doped ZnO nanocrystals

Risk of coronary heart disease in the rural population in Xinjiang: A nested case-control study in China

Demonstration of Carbon Catabolite Repression in Naphthalene Degrading Soil Bacteria via Raman Spectroscopy Based Stable Isotope Probing

Correction: An integrated surgical training program for hepatic cystic echinococcosis in Xinjiang of China

Impact of the baseline insulin resistance surrogates and their longitudinal trajectories on cardiovascular disease (coronary heart disease and stroke): a prospective cohort study in rural China

Influence of defects on magnetism of Co-doped ZnO

Smart imaging to empower brain-wide neuroscience at single-cell levels

CARS Imaging Advances Early Diagnosis of Cardiac Manifestation of Fabry Disease

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