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Kai-Yan Feng · SciRah

Researcher profile · Semantic Scholar

Kai-Yan Feng

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Kai-Yan Feng — researcher profile on SciRah

h-index: 23
Works: 85
Citations: 1,318

Most-cited papers

Prediction of Pharmacological and Xenobiotic Responses to Drugs Based on Time Course Gene Expression Profiles
Tao Huang, Weiren Cui, Lele Hu, Kai-Yan Feng +2 more
2009PLoS ONE75 citations Open access
Semantic Scholar
Analysis and prediction of protein stability based on interaction network, gene ontology, and KEGG pathway enrichment scores.
Fei Huang, Min Fu, Jiarui Li, Lei Chen +3 more
2023Biochimica et Biophysica Acta - Proteins and Proteomics69 citations
Semantic Scholar
Prediction of protein-protein interactions based on PseAA composition and hybrid feature selection.
Liang Liu, Yudong Cai, Wen-Cong Lu, Kai-Yan Feng +2 more
2009Biochemical and Biophysical Research Communications - BBRC66 citations
Semantic Scholar
Extracting important information from Chinese Operation Notes with natural language processing methods
Hui Wang, Weide Zhang, Qiang Zeng, Zuofeng Li +2 more
2014Journal of Biomedical Informatics61 citations Open access
Semantic Scholar
Identification of gene expression signatures across different types of neural stem cells with the Monte‐Carlo feature selection method
Lei Chen, Jiarui Li, Yu-Hang Zhang, Kai-Yan Feng +5 more
2018Journal of Cellular Biochemistry58 citations
Semantic Scholar
Identification of leukemia stem cell expression signatures through Monte Carlo feature selection strategy and support vector machine
Jiarui Li, Lin Lu, Yu-Hang Zhang, Yaochen Xu +6 more
2019Cancer Gene Therapy52 citations Open access
Semantic Scholar
Predicting Heart Cell Types by Using Transcriptome Profiles and a Machine Learning Method
ShiJian Ding, De-Ling Wang, Xian-Chao Zhou, Lei Chen +5 more
2022Life41 citations Open access
Semantic Scholar
Identification of the Gene Expression Rules That Define the Subtypes in Glioma
Yu-Dong Cai, Shiqi Zhang, Yu-Hang Zhang, Xiaoyong Pan +4 more
2018Journal of Clinical Medicine39 citations Open access
Semantic Scholar
Predicting the types of metabolic pathway of compounds using molecular fragments and sequential minimal optimization.
Lei Chen, C. Chu, Kai-Yan Feng
2016Combinatorial chemistry & high throughput screening39 citations
Semantic Scholar
A novel computational approach to predict transcription factor DNA binding preference.
Yudong Cai, Jianfeng He, Xinlei Li, Lin Lu +4 more
2009Journal of Proteome Research39 citations
Semantic Scholar
Identifying Patients with Atrioventricular Septal Defect in Down Syndrome Populations by Using Self-Normalizing Neural Networks and Feature Selection
Xiaoyong Pan, Xiaohua Hu, Yu-Hang Zhang, Kai-Yan Feng +4 more
2018Genes35 citations Open access
Semantic Scholar
Prediction of tyrosine sulfation with mRMR feature selection and analysis.
Shen Niu, Tao Huang, Kai-Yan Feng, Yudong Cai +1 more
2010Journal of Proteome Research35 citations
Semantic Scholar
Machine learning analysis of CD4+ T cell gene expression in diverse diseases: insights from cancer, metabolic, respiratory, and digestive disorders.
Huiping Liao, Qing-Lan Ma, Lei Chen, Wei Guo +6 more
2024Cancer Genetics31 citations
Semantic Scholar
Predicting Citrullination Sites in Protein Sequences Using mRMR Method and Random Forest Algorithm.
Qing Zhang, Xi-Jun Sun, Kai-Yan Feng, Shao-Peng Wang +4 more
2017Combinatorial chemistry & high throughput screening29 citations
Semantic Scholar
Feasibility study of semiconductor sequencing for noninvasive prenatal detection of fetal aneuploidy.
Yuan Yuan, F. Jiang, Sang Hua, B. Du +11 more
2013Clinical Chemistry29 citations
Semantic Scholar
Prediction of Lysine Malonylation Sites Based on Pseudo Amino Acid.
Qi-Lin Xiang, Kai-Yan Feng, B. Liao, Yue-Wu Liu +1 more
2017Combinatorial chemistry & high throughput screening28 citations
Semantic Scholar
Identification of key genes associated with persistent immune changes and secondary immune activation responses induced by influenza vaccination after COVID-19 recovery by machine learning methods
Jing-Xin Ren, Xian-Chao Zhou, Ke Huang, Lei Chen +4 more
2023Comput. Biol. Medicine25 citations
Semantic Scholar
Computationally identifying virulence factors based on KEGG pathways.
Weiren Cui, Lei Chen, Tao Huang, Q. Gao +6 more
2013Molecular Biosystems25 citations
Semantic Scholar
Identification of COVID-19-Specific Immune Markers Using a Machine Learning Method
Hao Li, Fei Huang, Huiping Liao, Zhan-Dong Li +3 more
2022Frontiers in Molecular Biosciences24 citations Open access
Semantic Scholar
Identification of Cell Markers and Their Expression Patterns in Skin Based on Single-Cell RNA-Sequencing Profiles
Xian-Chao Zhou, ShiJian Ding, De-Ling Wang, Lei Chen +4 more
2022Life24 citations Open access
Semantic Scholar
Identifying COVID-19 Severity-Related SARS-CoV-2 Mutation Using a Machine Learning Method
Fei Huang, Lei Chen, Wei Guo, Xian-Chao Zhou +3 more
2022Life24 citations Open access
Semantic Scholar
Identifying and Analyzing Novel Epilepsy-Related Genes Using Random Walk with Restart Algorithm
Wei Guo, Dongmei Shang, Jing Cao, Kai-Yan Feng +4 more
2017BioMed Research International24 citations Open access
Semantic Scholar
Identification of Genes Associated with the Impairment of Olfactory and Gustatory Functions in COVID-19 via Machine-Learning Methods
Jing-Xin Ren, Yu-Hang Zhang, Wei Guo, Kai-Yan Feng +3 more
2023Life23 citations Open access
Semantic Scholar
Patterns of Gene Expression Profiles Associated with Colorectal Cancer in Colorectal Mucosa by Using Machine Learning Methods.
Jing-Xin Ren, Lei Chen, Wei Guo, Kai-Yan Feng +2 more
2023Combinatorial chemistry & high throughput screening22 citations
Semantic Scholar
Identifying COVID-19-Specific Transcriptomic Biomarkers with Machine Learning Methods
Lei Chen, Zhan-Dong Li, Tao Zeng, Yu-Hang Zhang +3 more
2021BioMed Research International22 citations Open access
Semantic Scholar
Prediction of membrane protein types in a hybrid space.
P. Jia, Ziliang Qian, Kai-Yan Feng, Wen-Cong Lu +2 more
2008Journal of Proteome Research20 citations
Semantic Scholar
Identification of key gene expression associated with quality of life after recovery from COVID-19
Jing-Xin Ren, Qian Gao, Xian-Chao Zhou, Lei Chen +4 more
2023Medical and Biological Engineering and Computing19 citations
Semantic Scholar
Identifying MicroRNA Markers That Predict COVID-19 Severity Using Machine Learning Methods
Jing-Xin Ren, Wei Guo, Kai-Yan Feng, Tao Huang +1 more
2022Life17 citations Open access
Semantic Scholar
Identification of Pan-Cancer Biomarkers Based on the Gene Expression Profiles of Cancer Cell Lines
ShiJian Ding, Hao Li, Yu-Hang Zhang, Xian-Chao Zhou +5 more
2021Frontiers in Cell and Developmental Biology17 citations Open access
Semantic Scholar
Prediction of peptidase category based on functional domain composition.
Xiao-Chun Xu, Dong Yu, Wei Fang, Yu-Shao Cheng +4 more
2008Journal of Proteome Research16 citations
Semantic Scholar
Recognizing SARS-CoV-2 infection of nasopharyngeal tissue at the single-cell level by machine learning method.
Yu-Sheng Bao, Qing-Lan Ma, Lei Chen, Kai-Yan Feng +3 more
2024Molecular Immunology15 citations
Semantic Scholar
Primary Tumor Site Specificity is Preserved in Patient-Derived Tumor Xenograft Models
Lei Chen, Xiaoyong Pan, Yu-Hang Zhang, Xiaohua Hu +3 more
2019Frontiers in Genetics15 citations Open access
Semantic Scholar
Identification of Methylation Signatures and Rules for Sarcoma Subtypes by Machine Learning Methods
Jing-Xin Ren, Xian-Chao Zhou, Wei Guo, Kai-Yan Feng +2 more
2022BioMed Research International14 citations Open access
Semantic Scholar
Discriminating Origin Tissues of Tumor Cell Lines by Methylation Signatures and Dys-Methylated Rules
Shiqi Zhang, Tao Zeng, Bin Hu, Yu-Hang Zhang +6 more
2020Frontiers in Bioengineering and Biotechnology14 citations Open access
Semantic Scholar
Investigation and Prediction of Human Interactome Based on Quantitative Features
Xiaoyong Pan, Tao Zeng, Yu-Hang Zhang, Lei Chen +3 more
2020Frontiers in Bioengineering and Biotechnology14 citations Open access
Semantic Scholar
Immune responses of different COVID-19 vaccination strategies by analyzing single-cell RNA sequencing data from multiple tissues using machine learning methods
Hao Li, Qing-Lan Ma, Jing-Xin Ren, Wei Guo +4 more
2023Frontiers in Genetics13 citations Open access
Semantic Scholar
Identification of COVID-19 severity biomarkers based on feature selection on single-cell RNA-Seq data of CD8+ T cells
Jian Lu, Mei Meng, Xian-Chao Zhou, ShiJian Ding +4 more
2022Frontiers in Genetics12 citations Open access
Semantic Scholar
Cooperativity among Short Amyloid Stretches in Long Amyloidogenic Sequences
Lele Hu, Weiren Cui, Zhi-Song He, Xiaohe Shi +3 more
2012PLoS ONE11 citations Open access
Semantic Scholar
Prediction of Protein Modification Sites of Pyrrolidone Carboxylic Acid Using mRMR Feature Selection and Analysis
Lulu Zheng, Shen Niu, Pei Hao, Kai-Yan Feng +2 more
2011PLoS ONE11 citations Open access
Semantic Scholar
Identification of Protein–Protein Interaction Associated Functions Based on Gene Ontology
Yu-Hang Zhang, Fei-Ming Huang, Jia-bo Li, WenFeng Shen +4 more
2024The Protein Journal10 citations
Semantic Scholar
Prediction of S-Nitrosylation Modification Sites Based on Kernel Sparse Representation Classification and mRMR Algorithm
Guohua Huang, Lin Lu, Kai-Yan Feng, Jun Zhao +6 more
2014BioMed Research International10 citations Open access
Semantic Scholar
Prediction of protein amidation sites by feature selection and analysis
Weiren Cui, Shen Niu, Lulu Zheng, Lele Hu +6 more
2013Zeitschrift für Induktive Abstammungs- und Vererbungslehre10 citations
Semantic Scholar
Machine Learning‐Driven Discovery of Essential Binding Preference in Anti‐CRISPR Proteins
Qing-Lan Ma, Yu-Hang Zhang, Lei Chen, Yu-Sheng Bao +4 more
2025PROTEOMICS - Clinical Applications8 citations
Semantic Scholar
Identification of genes related to immune enhancement caused by heterologous ChAdOx1–BNT162b2 vaccines in lymphocytes at single-cell resolution with machine learning methods
Jing Li, Fei Huang, Qing-Lan Ma, Wei Guo +3 more
2023Frontiers in Immunology8 citations Open access
Semantic Scholar
Unveiling Immune Response Mechanisms in Mpox Infection Through Machine Learning Analysis of Time Series Gene Expression Data
Qing-Lan Ma, Xian-Chao Zhou, Lei Chen, Kai-Yan Feng +4 more
2025Life7 citations Open access
Semantic Scholar
Detecting Brain Structure-Specific Methylation Signatures and Rules for Alzheimer’s Disease
Zhan-Dong Li, Wei-feng Guo, Tao Zeng, Jie Yin +3 more
2022Frontiers in Neuroscience7 citations Open access
Semantic Scholar
Network-Based Method for Identifying Co-Regeneration Genes in Bone, Dentin, Nerve and Vessel Tissues
Lei Chen, Hongying Pan, Yu-Hang Zhang, Kai-Yan Feng +3 more
2017Genes7 citations Open access
Semantic Scholar
Identifying transcriptional signatures of leukocytes in tissue and blood for multicancer diagnosis by using machine learning methods.
Qing-Lan Ma, Jing-Xin Ren, Lei Chen, Wei Guo +5 more
2026Cancer Genetics6 citations
Semantic Scholar
Machine Learning in Identifying Marker Genes for Congenital Heart Diseases of Different Cardiac Cell Types
Qing-Lan Ma, Yu-Hang Zhang, Wei Guo, Kai-Yan Feng +2 more
2024Life6 citations Open access
Semantic Scholar
Machine Learning Reveals Impacts of Smoking on Gene Profiles of Different Cell Types in Lung
Qing-Lan Ma, Yulong Shen, Wei Guo, Kai-Yan Feng +2 more
2024Life6 citations Open access
Semantic Scholar

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