Xiaohui Lin

发表

A support vector machine-recursive feature elimination feature selection method based on artificial contrast variables and mutual information.

Xiaohui Lin, Fufang Yang, Li-na Zhou, 2012, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

A random forest of combined features in the classification of cut tobacco based on gas chromatography fingerprinting.

Xin Lu, Xiaohui Lin, Quancai Wang, 2010, Talanta.

Stable isotope-assisted lipidomics combined with nontargeted isotopomer filtering, a tool to unravel the complex dynamics of lipid metabolism.

Xiaohui Lin, Guowang Xu, H. Häring, 2013, Analytical chemistry.

Ion fusion of high-resolution LC-MS-based metabolomics data to discover more reliable biomarkers.

Xiaohui Lin, Li-na Zhou, Peiyuan Yin, 2014, Analytical chemistry.

A method for handling metabonomics data from liquid chromatography/mass spectrometry: combinational use of support vector machine recursive feature elimination, genetic algorithm and random forest for feature selection

Liang Tang, Peiyuan Yin, Guowang Xu, 2011, Metabolomics.

Serum metabolomics reveals the deregulation of fatty acids metabolism in hepatocellular carcinoma and chronic liver diseases

Xin Lu, Lina Zhou, Peiyuan Yin, 2012, Analytical and Bioanalytical Chemistry.

Application of L-EDA in metabonomics data handling: global metabolite profiling and potential biomarker discovery of epithelial ovarian cancer prognosis

J. Chen, Yang Zhang, Xiaohua Wu, 2011, Metabolomics.

A modified k-TSP algorithm and its application in LC-MS-based metabolomics study of hepatocellular carcinoma and chronic liver diseases.

Lina Zhou, Peiyuan Yin, Guowang Xu, 2014, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

A weighted relative difference accumulation algorithm for dynamic metabolomics data: long-term elevated bile acids are risk factors for hepatocellular carcinoma

Xin Lu, Xiaohui Lin, Li-na Zhou, 2015, Scientific Reports.

Diagnostic Performance of Sex-Specific Modified Metabolite Patterns in Urine for Screening of Prediabetes

Xiaohui Lin, A. Fritsche, M. Hoene, 2022, Frontiers in Endocrinology.

Ion-Pair Selection Method for Pseudotargeted Metabolomics Based on SWATH MS Acquisition and Its Application in Differential Metabolite Discovery of Type 2 Diabetes.

Chao Li, Xin Lu, Lina Zhou, 2018, Analytical chemistry.

Optimization of large-scale pseudotargeted metabolomics method based on liquid chromatography-mass spectrometry.

Xin Lu, Lina Zhou, Peiyuan Yin, 2016, Journal of chromatography. A.

Classification and differential metabolite discovery of liver diseases based on plasma metabolic profiling and support vector machines.

Xiaohui Lin, Peiyuan Yin, Guowang Xu, 2011, Journal of separation science.

The Robust Classification Model Based on Combinatorial Features

Lina Zhou, Weihong Yao, Xingyuan Wang, 2019, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

In-depth characterization of nitrogen heterocycles of petroleum by liquid chromatography-energy-resolved high resolution tandem mass spectrometry.

Xin Lu, Xiaohui Lin, Guowang Xu, 2022, Talanta.

Characterization of nitrogen-containing compounds in petroleum fractions by online reversed-phase liquid chromatography-electrospray ionization Orbitrap mass spectrometry

Xiaohui Lin, Xin Lu, Guowang Xu, 2021 .

A Novel Method for Constructing Classification Models by Combining Different Biomarker Patterns

Bing Liu, Xiaohui Lin, Fengmei Tao, 2020, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Defining disease-related modules based on weighted miRNA synergistic network

Xiaohui Lin, Xin Lu, Guowang Xu, 2023, Comput. Biol. Medicine.

Comprehensive Profiling by Non-targeted Stable Isotope Tracing Capillary Electrophoresis-Mass Spectrometry: A New Tool Complementing Metabolomic Analyses of Polar Metabolites.

Xiaohui Lin, Peiyuan Yin, Guowang Xu, 2019, Chemistry.

A data processing pipeline for petroleomics based on liquid chromatography-high resolution mass spectrometry.

Xin Lu, Xiaohui Lin, Guowang Xu, 2022, Journal of chromatography. A.

Data analysis methods for defining biomarkers from omics data

Xiaohui Lin, Guowang Xu, Zhenbo Gao, 2021, Analytical and Bioanalytical Chemistry.

A new data analysis method based on feature linear combination

Chao Li, Ping Luo, Jue Wang, 2019, J. Biomed. Informatics.

Analyzing omics data by pair‐wise feature evaluation with horizontal and vertical comparisons

Lina Zhou, Xin Huang, Benzhe Su, 2018, Journal of pharmaceutical and biomedical analysis.

A Computational Method of Defining Potential Biomarkers based on Differential Sub-Networks

Weihong Yao, Xiaohui Lin, Xin Huang, 2017, Scientific Reports.

A novel approach to transforming a non-targeted metabolic profiling method to a pseudo-targeted method using the retention time locking gas chromatography/mass spectrometry-selected ions monitoring.

Xiaohui Lin, Xin Lu, Guowang Xu, 2012, Journal of chromatography. A.

A data preprocessing strategy for metabolomics to reduce the mask effect in data analysis

Xin Lu, Jun Yang, Xiaohui Lin, 2015, Front. Mol. Biosci..

A New Strategy for Analyzing Time-Series Data Using Dynamic Networks: Identifying Prospective Biomarkers of Hepatocellular Carcinoma

Xiaohui Lin, Xin Huang, Peiyuan Yin, 2016, Scientific Reports.

Prognosis prediction of hepatocellular carcinoma after surgical resection based on serum metabolic profiling from gas chromatography-mass spectrometry

Xiaohui Lin, Guowang Xu, Yexiong Tan, 2021, Analytical and Bioanalytical Chemistry.

Selecting Feature Subsets Based on SVM-RFE and the Overlapping Ratio with Applications in Bioinformatics

Chao Li, Meng Fan, Yanhui Zhang, 2017, Molecules.

Metabolomics Identifies Biomarker Pattern for Early Diagnosis of Hepatocellular Carcinoma: from Diethylnitrosamine Treated Rats to Patients

Xiaohui Lin, Peiyuan Yin, Hongyang Wang, 2015, Scientific Reports.

Plasma metabolomics profiling of maintenance hemodialysis based on capillary electrophoresis - time of flight mass spectrometry

Xin Lu, Xiaohui Lin, Guowang Xu, 2017, Scientific Reports.

Novel Method for Comprehensive Annotation of Plant Glycosides Based on Untargeted LC-HRMS/MS Metabolomics.

Xiaohui Lin, Xin Lu, Xiaoshan Sun, 2022, Analytical chemistry.

A new feature selection algorithm based on relevance, redundancy and complementarity

Chao Li, Xiaohui Lin, Zhenbo Gao, 2020, Comput. Biol. Medicine.

The feature selection algorithm based on feature overlapping and group overlapping

Lishuang Li, Weihong Yao, Xiaohui Lin, 2016, 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

A new feature selection method based on symmetrical uncertainty and interaction gain

Xiao Luo, Xiaohui Lin, Weijie Ren, 2019, Comput. Biol. Chem..

Metabolome‐Genome‐Wide Association Study (mGWAS) Reveals Novel Metabolites Associated with Future Type 2 Diabetes Risk and Susceptibility Loci in a Case‐Control Study in a Chinese Prospective Cohort

Tangchun Wu, Xiaohui Lin, Guowang Xu, 2021, Global challenges.

Liquid chromatography mass spectrometry-based nontargeted metabolomics predicts prognosis of hepatocellular carcinoma after curative resection.

Xiaohui Lin, Xin Lu, Guowang Xu, 2020, Journal of proteome research.

A Computational Method of Defining Potential Biomarkers based on Differential Sub-Networks

Xiaohui Lin, Peiyuan Yin, Chunxiu Hu, 2017, Scientific Reports.

A novel analysis method for biomarker identification based on horizontal relationship: identifying potential biomarkers from large-scale hepatocellular carcinoma metabolomics data

Ping Luo, Xiaohui Lin, Lina Zhou, 2019, Analytical and Bioanalytical Chemistry.

Ensemble unsupervised feature selection based on permutation and R-value

Xin Huang, Yuansheng Yang, Xiaomei Wang, 2015, 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).

Screening and Determination of Potential Risk Substances Based on Liquid Chromatography-High-Resolution Mass Spectrometry.

Xin Lu, Guowang Xu, Xin Lu, 2018, Analytical chemistry.

Deep Neural Network Pretrained by Weighted Autoencoders and Transfer Learning for Retention Time Prediction of Small Molecules.

Xin Lu, Xiaohui Lin, Guowang Xu, 2021, Analytical chemistry.

Retention time prediction for small samples based on integrating molecular representations and adaptive network.

Xiaohui Lin, Guowang Xu, Xiaoxiao Wang, 2023, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

A graph density-based strategy for features fusion from different peak extract software to achieve more metabolites in metabolic profiling from high-resolution mass spectrometry.

Xiaohui Lin, Xin Lu, Guowang Xu, 2020, Analytica chimica acta.

Removal of false positive features to generate authentic peak table for high-resolution mass spectrometry-based metabolomics study.

Xin Lu, Xiaohui Lin, Guowang Xu, 2019, Analytica chimica acta.

An alignment algorithm for LC-MS-based metabolomics dataset assisted by MS/MS information.

Xin Lu, Xiaohui Lin, Hongwei Kong, 2017, Analytica chimica acta.

A Novel Strategy for Large-Scale Metabolomics Study by Calibrating Gross and Systematic Errors in Gas Chromatography-Mass Spectrometry.

Xin Lu, Xin Huang, Yanli Li, 2016, Analytical chemistry.

DA-SRN: Omics data analysis based on the sample network optimization for complex diseases

Xiaohui Lin, Xiaoxi Wang, Benzhe Su, 2023, Comput. Biol. Medicine.

Dynamic Network Construction for Identifying Early Warning Signals Based On a Data-Driven Approach: Early Diagnosis Biomarker Discovery for Gastric Cancer

Xiaohui Lin, Benzhe Su, Xin Huang, 2022, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

A Feature Selection Method Based on Feature Grouping and Genetic Algorithm

Xin Huang, Xiaomei Wang, Jue Wang, 2015, IScIDE.

A novel ensemble classifier based on multiple diverse classification methods

Hai Wei, Weijian Zhang, Lishuang Li, 2014, 2014 11th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).

A new feature selection method based on feature distinguishing ability and network influence

Xiaohui Lin, Huiwei Zhou, Benzhe Su, 2022, J. Biomed. Informatics.

Plasma metabolomics profiling of maintenance hemodialysis based on capillary electrophoresis - time of flight mass spectrometry

Xin Lu, Xiaohui Lin, Guowang Xu, 2017, Scientific Reports.

A Structure-Guided Molecular Network Strategy for Global Untargeted Metabolomics Data Annotation.

Xin Lu, Xiaohui Lin, Guowang Xu, 2023, Analytical chemistry.

Recursive Feature Selection Based on Minimum Redundancy Maximum Relevancy

Yuansheng Yang, Haiyan Li, Xiaohui Lin, 2010, 2010 3rd International Symposium on Parallel Architectures, Algorithms and Programming.

A learning method of Bayesian network structure

Ping Ma, Xiaolan Li, Xiaohui Lin, 2012, 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery.

A novel analysis method for biomarker identification based on horizontal relationship: identifying potential biomarkers from large-scale hepatocellular carcinoma metabolomics data

Jin-Hu Fan, Xiaohui Lin, Peiyuan Yin, 2019, Analytical and Bioanalytical Chemistry.

Novel Stable Isotope-Resolved Metabolomics Method for a Small Number of Cells Using Chip-Based Nanoelectrospray Mass Spectrometry.

Xiaohui Lin, Xin Lu, Guowang Xu, 2021, Analytical chemistry.

A support vector machine-recursive feature elimination feature selection method based on artificial contrast variables and mutual information.

Xiaohui Lin, Fufang Yang, Peiyuan Yin, 2012, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

Identifying the potential miRNA biomarkers based on multi-view networks and reinforcement learning for diseases

Xiaohui Lin, Benzhe Su, Xin Huang, 2023, Briefings Bioinform..