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Machine learning advances the integration of covariates in population pharmacokinetic models: Valproic acid as an example

Frontiers in pharmacology, 2022-10, Vol.13, p.994665-994665

2022

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A machine learning approach to personalized dose adjustment of lamotrigine using noninvasive clinical parameters

Scientific reports, 2021-03, Vol.11 (1), p.5568-5568, Article 5568

2021

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Bibliometric and Visual Analysis of Research on the Links Between the Gut Microbiota and Depression From 1999 to 2019

Frontiers in psychiatry, 2021-01, Vol.11, p.587670-587670

2021

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Knowledge atlas of the involvement of glutamate and GABA in alcohol use disorder: A bibliometric and scientometric analysis

Frontiers in psychiatry, 2022-08, Vol.13, p.965142-965142

2022

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Bibliometric analysis of global research on the role of apolipoprotein E in Alzheimer's disease

Heliyon, 2023-07, Vol.9 (7), p.e17987-e17987, Article e17987

2023

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An interpretable stacking ensemble learning framework based on multi-dimensional data for real-time prediction of drug concentration: The example of olanzapine

Frontiers in pharmacology, 2022-09, Vol.13, p.975855-975855

2022

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Development of mass spectrometry-based relatively quantitative targeted method for amino acids and neurotransmitters: Applications in the diagnosis of major depression

Journal of pharmaceutical and biomedical analysis, 2021-02, Vol.194, p.113773-113773, Article 113773

2021

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Bone-Derived Modulators That Regulate Brain Function: Emerging Therapeutic Targets for Neurological Disorders

Frontiers in cell and developmental biology, 2021-06, Vol.9, p.683457-683457

2021

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Integrating machine learning with electronic health record data to facilitate detection of prolactin level and pharmacovigilance signals in olanzapine-treated patients

Frontiers in endocrinology (Lausanne), 2022-10, Vol.13, p.1011492-1011492

2022

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Kynurenine pathway changes in late-life depression

Journal of affective disorders, 2018-08, Vol.235, p.76-81

2018

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Comprehensive Bibliometric Analysis of the Kynurenine Pathway in Mood Disorders: Focus on Gut Microbiota Research

Frontiers in pharmacology, 2021-06, Vol.12, p.687757-687757

2021

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Case Report: Predicting the Range of Lamotrigine Concentration Using Pharmacokinetic Models Based on Monte Carlo Simulation: A Case Study of Antiepileptic Drug-Related Leukopenia

Frontiers in pharmacology, 2021-07, Vol.12

2021

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Kynurenine pathway changes in late-life depression with memory deficit

Psychiatry research, 2018-11, Vol.269, p.45-49

2018

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A Bibliometric and Visual Analysis of Single Nucleotide Polymorphism Studies in Depression

Current neuropharmacology, 2024-01, Vol.22 (2), p.302-322, Article 302

2024

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Tacrolimus pharmacokinetics in pediatric nephrotic syndrome: A combination of population pharmacokinetic modelling and machine learning approaches to improve individual prediction

Frontiers in pharmacology, 2022-11, Vol.13, p.942129-942129

2022

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Development and validation of an LC-MS/MS method by one-step precipitation for cinacalcet in human plasma

Heliyon, 2023-06, Vol.9 (6), p.e17230-e17230, Article e17230

2023

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Population pharmacokinetics model for escitalopram in Chinese psychiatric patients: effect of CYP2C19 and age

Frontiers in pharmacology, 2022-07, Vol.13, p.964758-964758

2022

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Joint population pharmacokinetic modeling of venlafaxine and O-desmethyl venlafaxine in healthy volunteers and patients to evaluate the impact of morbidity and concomitant medication

Frontiers in pharmacology, 2022-12, Vol.13, p.978202-978202

2022

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Proteomics and weighted gene correlated network analysis reveal glutamatergic synapse signaling in diazepam treatment of alcohol withdrawal

Frontiers in pharmacology, 2023-01, Vol.13, p.1111758-1111758

2023

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Population pharmacokinetic approach to guide personalized sertraline treatment in Chinese patients

Heliyon, 2024-02, Vol.10 (3), p.e25231-e25231, Article e25231

2024

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Estimation of Mycophenolic Acid Exposure in Heart Transplant Recipients by Population Pharmacokinetic and Limited Sampling Strategies

Frontiers in pharmacology, 2021-11, Vol.12, p.748609

2021

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Combining Metabolomics and Interpretable Machine Learning to Reveal Plasma Metabolic Profiling and Biological Correlates of Alcohol-Dependent Inpatients: What About Tryptophan Metabolism Regulation?

Frontiers in molecular biosciences, 2021-11, Vol.8, p.760669-760669

2021

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Simultaneous determination of nitrendipine and hydrochlorothiazide in spontaneously hypertensive rat plasma using HPLC with on-line solid-phase extraction

Journal of chromatography. B, Analytical technologies in the biomedical and life sciences, 2011-11, Vol.879 (30), p.3459-3464

2011

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MALDI-TOF MS-based SNP assay used to determine the appropriate antidepression for Chinese patients

Journal of pharmaceutical and biomedical analysis, 2025-01, Vol.252, p.116460, Article 116460

2025

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Placebo effect model in asthma clinical studies: longitudinal meta-analysis of forced expiratory volume in 1 second

European journal of clinical pharmacology, 2012-08, Vol.68 (8), p.1157-1166

2012

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Machine learning advances the integration of covariates in population pharmacokinetic models: Valproic acid as an example

A machine learning approach to personalized dose adjustment of lamotrigine using noninvasive clinical parameters

Bibliometric and Visual Analysis of Research on the Links Between the Gut Microbiota and Depression From 1999 to 2019

Knowledge atlas of the involvement of glutamate and GABA in alcohol use disorder: A bibliometric and scientometric analysis

Bibliometric analysis of global research on the role of apolipoprotein E in Alzheimer's disease

An interpretable stacking ensemble learning framework based on multi-dimensional data for real-time prediction of drug concentration: The example of olanzapine

Development of mass spectrometry-based relatively quantitative targeted method for amino acids and neurotransmitters: Applications in the diagnosis of major depression

Bone-Derived Modulators That Regulate Brain Function: Emerging Therapeutic Targets for Neurological Disorders

Integrating machine learning with electronic health record data to facilitate detection of prolactin level and pharmacovigilance signals in olanzapine-treated patients

Kynurenine pathway changes in late-life depression

Comprehensive Bibliometric Analysis of the Kynurenine Pathway in Mood Disorders: Focus on Gut Microbiota Research

Case Report: Predicting the Range of Lamotrigine Concentration Using Pharmacokinetic Models Based on Monte Carlo Simulation: A Case Study of Antiepileptic Drug-Related Leukopenia

Kynurenine pathway changes in late-life depression with memory deficit

A Bibliometric and Visual Analysis of Single Nucleotide Polymorphism Studies in Depression

Tacrolimus pharmacokinetics in pediatric nephrotic syndrome: A combination of population pharmacokinetic modelling and machine learning approaches to improve individual prediction

Development and validation of an LC-MS/MS method by one-step precipitation for cinacalcet in human plasma

Population pharmacokinetics model for escitalopram in Chinese psychiatric patients: effect of CYP2C19 and age

Joint population pharmacokinetic modeling of venlafaxine and O-desmethyl venlafaxine in healthy volunteers and patients to evaluate the impact of morbidity and concomitant medication

Proteomics and weighted gene correlated network analysis reveal glutamatergic synapse signaling in diazepam treatment of alcohol withdrawal

Population pharmacokinetic approach to guide personalized sertraline treatment in Chinese patients

Estimation of Mycophenolic Acid Exposure in Heart Transplant Recipients by Population Pharmacokinetic and Limited Sampling Strategies

Combining Metabolomics and Interpretable Machine Learning to Reveal Plasma Metabolic Profiling and Biological Correlates of Alcohol-Dependent Inpatients: What About Tryptophan Metabolism Regulation?

Simultaneous determination of nitrendipine and hydrochlorothiazide in spontaneously hypertensive rat plasma using HPLC with on-line solid-phase extraction

MALDI-TOF MS-based SNP assay used to determine the appropriate antidepression for Chinese patients

Placebo effect model in asthma clinical studies: longitudinal meta-analysis of forced expiratory volume in 1 second

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