Works by Degui Zhi

Results: 89

Oxidative Modifications of Protein Tyrosyl Residues Are Increased in Plasma of Human Subjects with Interstitial Lung Disease.

Published in:

2016

By:

Pennathur, Subramaniam;
Vivekanandan-Giri, Anuradha;
Locy, Morgan L.;
Kulkarni, Tejaswini;
Degui Zhi;
Lixia Zeng;
Byun, Jaeman;
de Andrade, Joao A.;
Thannickal, Victor J.;
Zhi, Degui;
Zeng, Lixia

Publication type:

journal article

Public Perception Analysis of Tweets During the 2015 Measles Outbreak: Comparative Study Using Convolutional Neural Network Models.

Published in:

2018

By:

Jingcheng Du;
Lu Tang;
Yang Xiang;
Degui Zhi;
Jun Xu;
Hsing-Yi Song;
Cui Tao;
Du, Jingcheng;
Tang, Lu;
Xiang, Yang;
Zhi, Degui;
Xu, Jun;
Song, Hsing-Yi;
Tao, Cui

Publication type:

journal article

Discovery of runs-of-homozygosity diplotype clusters and their associations with diseases in UK Biobank.

Published in:

eLife, 2024, p. 1, doi. 10.7554/eLife.816981

By:

Naseri, Ardalan;
Degui Zhi;
Shaojie Zhang

Publication type:

Article

Genome‐wide meta‐analysis of SNP and antihypertensive medication interactions on left ventricular traits in African Americans.

Published in:

Molecular Genetics & Genomic Medicine, 2019, v. 7, n. 10, p. N.PAG, doi. 10.1002/mgg3.788

By:

Do, Anh N.;
Zhao, Wei;
Baldridge, Abigail S.;
Raffield, Laura M.;
Wiggins, Kerri L.;
Shah, Sanjiv J.;
Aslibekyan, Stella;
Tiwari, Hemant K.;
Limdi, Nita;
Zhi, Degui;
Sitlani, Colleen M.;
Taylor, Kent D.;
Psaty, Bruce M.;
Sotoodehnia, Nona;
Brody, Jennifer A.;
Rasmussen‐Torvik, Laura J.;
Lloyd‐Jones, Donald;
Lange, Leslie A.;
Wilson, James G.;
Smith, Jennifer A.

Publication type:

Article

AliWABA: alignment on the web through an A-Bruijn approach.

Published in:

Nucleic Acids Research, 2006, v. 34, n. 11, p. w613, doi. 10.1093/nar/gkl288

By:

Jones, Neil C.;
Zhi, Degui;
Raphael, Benjamin J.

Publication type:

Article

Advancing Pancreatic Cancer Prediction with a Next Visit Token Prediction Head on Top of Med-BERT.

Published in:

Cancers, 2025, v. 17, n. 3, p. 516, doi. 10.3390/cancers17030516

By:

He, Jianping;
Rasmy, Laila;
Zhi, Degui;
Tao, Cui

Publication type:

Article

Multi-allelic positional Burrows-Wheeler transform.

Published in:

BMC Bioinformatics, 2019, v. 20, n. 11, p. 1, doi. 10.1186/s12859-019-2821-6

By:

Naseri, Ardalan;
Zhi, Degui;
Zhang, Shaojie

Publication type:

Article

Association of Body Mass Index with DNA Methylation and Gene Expression in Blood Cells and Relations to Cardiometabolic Disease: A Mendelian Randomization Approach.

Published in:

2017

By:

Mendelson, Michael M.;
Marioni, Riccardo E.;
Joehanes, Roby;
Liu, Chunyu;
Hedman, Åsa K.;
Aslibekyan, Stella;
Demerath, Ellen W.;
Guan, Weihua;
Zhi, Degui;
Yao, Chen;
Huan, Tianxiao;
Willinger, Christine;
Chen, Brian;
Courchesne, Paul;
Multhaup, Michael;
Irvin, Marguerite R.;
Cohain, Ariella;
Schadt, Eric E.;
Grove, Megan L.;
Bressler, Jan

Publication type:

journal article

APOL1 nephropathy risk variants are associated with altered high-density lipoprotein profiles in African Americans.

Published in:

Nephrology Dialysis Transplantation, 2016, v. 31, n. 4, p. 602, doi. 10.1093/ndt/gfv229

By:

Gutiérrez, Orlando M.;
Judd, Suzanne E.;
Irvin, Marguerite R.;
Degui Zhi;
Limdi, Nita;
Palmer, Nicholette D.;
Rich, Stephen S.;
Sale, Michèle M.;
Freedman, Barry I.

Publication type:

Article

PRKCZ methylation is associated with sunlight exposure in a North American but not a Mediterranean population.

Published in:

Chronobiology International: The Journal of Biological & Medical Rhythm Research, 2014, v. 31, n. 9, p. 1034, doi. 10.3109/07420528.2014.944266

By:

Aslibekyan, Stella;
Dashti, Hassan S.;
Tanaka, Toshiko;
Sha, Jin;
Ferrucci, Luigi;
Zhi, Degui;
Bandinelli, Stefania;
Borecki, Ingrid B.;
Absher, Devin M.;
Arnett, Donna K.;
Ordovas, Jose M.

Publication type:

Article

Contrastive learning with transformer for adverse endpoint prediction in patients on DAPT post-coronary stent implantation.

Published in:

Frontiers in Cardiovascular Medicine, 2025, p. 1, doi. 10.3389/fcvm.2024.1460354

By:

Li, Fang;
Sun, Zenan;
abdelhameed, Ahmed;
Duan, Tiehang;
Rasmy, Laila;
Hu, Xinyue;
He, Jianping;
Dang, Yifang;
Feng, Jingna;
Li, Jianfu;
Wang, Yichen;
Lyu, Tianchen;
Braun, Naomi;
Pham, Si;
Gharacholou, Michael;
Fairweather, DeLisa;
Zhi, Degui;
Bian, Jiang;
Tao, Cui

Publication type:

Article

An Exome-Wide Sequencing Study of the GOLDN Cohort Reveals Novel Associations of Coding Variants and Fasting Plasma Lipids.

Published in:

Frontiers in Genetics, 2019, p. N.PAG, doi. 10.3389/fgene.2019.00158

By:

Geng, Xin;
Irvin, Marguerite R.;
Hidalgo, Bertha;
Aslibekyan, Stella;
Srinivasasainagendra, Vinodh;
An, Ping;
Frazier-Wood, Alexis C.;
Tiwari, Hemant K.;
Dave, Tushar;
Ryan, Kathleen;
Ordovas, Jose M.;
Straka, Robert J.;
Feitosa, Mary F.;
Hopkins, Paul N.;
Borecki, Ingrid;
Province, Michael A.;
Mitchell, Braxton D.;
Arnett, Donna K.;
Zhi, Degui

Publication type:

Article

Vasopressor treatment and mortality following nontraumatic subarachnoid hemorrhage: a nationwide electronic health record analysis.

Published in:

Neurosurgical Focus, 2020, v. 48, n. 5, p. 1, doi. 10.3171/2020.2.FOCUS191002

By:

Williams, George;
Maroufy, Vahed;
Rasmy, Laila;
Brown, Derek;
Duo Yu;
Hai Zhu;
Talebi, Yashar;
Xueying Wang;
Thomas, Emy;
Gen Zhu;
Yaseen, Ashraf;
Miao, Hongyu;
Novelo, Luis Leon;
Degui Zhi;
DeSantis, Stacia M.;
Zhu, Hongjian;
Yamal, Jose-Miguel;
Aguilar, David;
Hulin Wu

Publication type:

Article

A genome-wide association study in catfish reveals the presence of functional hubs of related genes within QTLs for columnaris disease resistance.

Published in:

BMC Genomics, 2015, v. 16, n. 1, p. 1, doi. 10.1186/s12864-015-1409-4

By:

Xin Geng;
Jin Sha;
Shikai Liu;
Lisui Bao;
Jiaren Zhang;
Ruijia Wang;
Jun Yao;
Chao Li;
Jianbin Feng;
Fanyue Sun;
Luyang Sun;
Chen Jiang;
Yu Zhang;
Ailu Chen;
Dunham, Rex;
Degui Zhi;
Zhanjiang Liu

Publication type:

Article

Detecting transcription of ribosomal protein pseudogenes in diverse human tissues from RNA-seq data.

Published in:

BMC Genomics, 2012, v. 13, n. 1, p. 412, doi. 10.1186/1471-2164-13-412

By:

Tonner, Peter;
Srinivasasainagendra, Vinodh;
Shaojie Zhang;
Degui Zhi

Publication type:

Article

A unified GMDR method for detecting gene-gene interactions in family and unrelated samples with application to nicotine dependence.

Published in:

Human Genetics, 2014, v. 133, n. 2, p. 139, doi. 10.1007/s00439-013-1361-9

By:

Chen, Guo-Bo;
Liu, Nianjun;
Klimentidis, Yann;
Zhu, Xiaofeng;
Zhi, Degui;
Wang, Xujing;
Lou, Xiang-Yang

Publication type:

Article

Lipid changes due to fenofibrate treatment are not associated with changes in DNA methylation patterns in the GOLDN study.

Published in:

Frontiers in Genetics, 2015, p. 1, doi. 10.3389/fgene.2015.00304

By:

Das, Mithun;
Irvin, M. Ryan;
Jin Sha;
Aslibekyan, Stella;
Hidalgo, Bertha;
Perry, Rodney T.;
Degui Zhi;
Tiwari, Hemant K.;
Absher, Devin;
Ordovas, Jose M.;
Arnett, Donna K.;
Prata, Maria J.;
Pearson, John Frederick

Publication type:

Article

A hidden Markov model for haplotype inference for present-absent data of clustered genes using identified haplotypes and haplotype patterns.

Published in:

Frontiers in Genetics, 2014, v. 5, p. 1, doi. 10.3389/fgene.2014.00267

By:

Jihua Wu;
Guo-Bo Chen;
Degui Zhi;
Nianjun Liu;
Kui Zhang

Publication type:

Article

A hidden Markov model for haplotype inference for present-absent data of clustered genes using identified haplotypes and haplotype patterns.

Published in:

Frontiers in Genetics, 2014, v. 5, p. 1, doi. 10.3389/fgene.2014.00267

By:

Jihua Wu;
Guo-Bo Chen;
Degui Zhi;
Nianjun Liu;
Kui Zhang

Publication type:

Article

Heritable DNA Methylation in CD4+ Cells among Complex Families Displays Genetic and Non-Genetic Effects.

Published in:

PLoS ONE, 2016, v. 11, n. 10, p. 1, doi. 10.1371/journal.pone.0165488

By:

Day, Kenneth;
Waite, Lindsay L.;
Alonso, Arnald;
Irvin, Marguerite R.;
Degui Zhi;
Thibeault, Krista S.;
Aslibekyan, Stella;
Hidalgo, Bertha;
Borecki, Ingrid B.;
Ordovas, Jose M.;
Arnett, Donna K.;
Tiwari, Hemant K.;
Absher, Devin M.

Publication type:

Article

An Optimal Bahadur-Efficient Method in Detection of Sparse Signals with Applications to Pathway Analysis in Sequencing Association Studies.

Published in:

PLoS ONE, 2016, v. 11, n. 7, p. 1, doi. 10.1371/journal.pone.0152667

By:

Dai, Hongying;
Wu, Guodong;
Wu, Michael;
Zhi, Degui

Publication type:

Article

Association of DNA Methylation at CPT1A Locus with Metabolic Syndrome in the Genetics of Lipid Lowering Drugs and Diet Network (GOLDN) Study.

Published in:

PLoS ONE, 2016, v. 11, n. 1, p. 1, doi. 10.1371/journal.pone.0145789

By:

Das, Mithun;
Sha, Jin;
Hidalgo, Bertha;
Aslibekyan, Stella;
Do, Anh N.;
Zhi, Degui;
Sun, Dianjianyi;
Zhang, Tao;
Li, Shengxu;
Chen, Wei;
Srinivasan, Sathanur R.;
Tiwari, Hemant K.;
Absher, Devin;
Ordovas, Jose M.;
Berenson, Gerald S.;
Arnett, Donna K.;
Irvin, Marguerite R.

Publication type:

Article

Gene2vec: distributed representation of genes based on co-expression.

Published in:

BMC Genomics, 2019, v. 20, n. 1, p. 1, doi. 10.1186/s12864-018-5370-x

By:

Du, Jingcheng;
Jia, Peilin;
Dai, Yulin;
Tao, Cui;
Zhao, Zhongming;
Zhi, Degui

Publication type:

Article

The International Conference on Intelligent Biology and Medicine (ICIBM) 2018: genomics with bigger data and wider applications.

Published in:

BMC Genomics, 2019, v. 20, n. 1, p. 1, doi. 10.1186/s12864-018-5369-3

By:

Wu, Zhijin;
Yan, Jingwen;
Wang, Kai;
Liu, Xiaoming;
Guo, Yan;
Zhi, Degui;
Ruan, Jianhua;
Zhao, Zhongming

Publication type:

Article

Personalized genealogical history of UK individuals inferred from biobank-scale IBD segments.

Published in:

BMC Biology, 2021, v. 19, n. 1, p. 1, doi. 10.1186/s12915-021-00964-y

By:

Naseri, Ardalan;
Tang, Kecong;
Geng, Xin;
Shi, Junjie;
Zhang, Jing;
Shakya, Pramesh;
Liu, Xiaoming;
Zhang, Shaojie;
Zhi, Degui

Publication type:

Article

The International Conference on Intelligent Biology and Medicine (ICIBM) 2018: bioinformatics towards translational applications.

Published in:

2018

By:

Liu, Xiaoming;
Xie, Lei;
Wu, Zhijin;
Wang, Kai;
Zhao, Zhongming;
Ruan, Jianhua;
Zhi, Degui

Publication type:

Proceeding

RAFFI: Accurate and fast familial relationship inference in large scale biobank studies using RaPID.

Published in:

PLoS Genetics, 2021, v. 17, n. 1, p. 1, doi. 10.1371/journal.pgen.1009315

By:

Naseri, Ardalan;
Shi, Junjie;
Lin, Xihong;
Zhang, Shaojie;
Zhi, Degui

Publication type:

Article

Cyclosporine-mediated allograft fibrosis is associated with micro- RNA-21 through AKT signaling.

Published in:

Transplant International, 2015, v. 28, n. 2, p. 232, doi. 10.1111/tri.12471

By:

Chen, Jianguo;
Zmijewska, Anna;
Zhi, Degui;
Mannon, Roslyn B.

Publication type:

Article

Unsupervised deep representation learning enables phenotype discovery for genetic association studies of brain imaging.

Published in:

Communications Biology, 2024, v. 7, n. 1, p. 1, doi. 10.1038/s42003-024-06096-7

By:

Patel, Khush;
Xie, Ziqian;
Yuan, Hao;
Islam, Sheikh Muhammad Saiful;
Xie, Yaochen;
He, Wei;
Zhang, Wanheng;
Gottlieb, Assaf;
Chen, Han;
Giancardo, Luca;
Knaack, Alexander;
Fletcher, Evan;
Fornage, Myriam;
Ji, Shuiwang;
Zhi, Degui

Publication type:

Article

Epigenome-wide study identifies novel methylation loci associated with body mass index and waist circumference.

Published in:

Obesity (19307381), 2015, v. 23, n. 7, p. 1493, doi. 10.1002/oby.21111

By:

Aslibekyan, Stella;
Demerath, Ellen W.;
Mendelson, Michael;
Zhi, Degui;
Guan, Weihua;
Liang, Liming;
Sha, Jin;
Pankow, James S.;
Liu, Chunyu;
Irvin, Marguerite R.;
Fornage, Myriam;
Hidalgo, Bertha;
Lin, Li‐An;
Stanton Thibeault, Krista;
Bressler, Jan;
Tsai, Michael Y.;
Grove, Megan L.;
Hopkins, Paul N.;
Boerwinkle, Eric;
Borecki, Ingrid B.

Publication type:

Article

Collective effects of long-range DNA methylations predict gene expressions and estimate phenotypes in cancer.

Published in:

Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-60845-2

By:

Kim, Soyeon;
Park, Hyun Jung;
Cui, Xiangqin;
Zhi, Degui

Publication type:

Article

Differential gene expression landscape of co-existing cervical pre-cancer lesions using RNA-seq.

Published in:

Frontiers in Oncology, 2014, v. 4, p. 1, doi. 10.3389/fonc.2014.00339

By:

Royse, Kathryn E.;
Skibola, Christine F.;
Shrestha, Sadeep;
Zhi, Degui;
Srinivasasainagendra, Vinodh;
KellyVaughan, Laura;
Conner, Michael G.;
Clodfelder-Miller, Buffie;
Crossman, David K.;
Levy, Shawn

Publication type:

Article

Evaluation of association tests for rare variants using simulated data sets in the Genetic Analysis Workshop 17 data.

Published in:

BMC Proceedings, 2011, v. 5, n. Suppl 9, p. 1, doi. 10.1186/1753-6561-5-S9-S86

By:

Wenan Chen;
Xi Gao;
Jiexun Wang;
Chuanyu Sun;
Wen Wan;
Degui Zhi;
Nianjun Liu;
Xiangning Chen;
Guimin Gao

Publication type:

Article

Genome-wide admixture and association study of subclinical atherosclerosis in the Women’s Interagency HIV Study (WIHS).

Published in:

PLoS ONE, 2017, v. 12, n. 12, p. 1, doi. 10.1371/journal.pone.0188725

By:

Shendre, Aditi;
Wiener, Howard W.;
Irvin, Marguerite R.;
Aouizerat, Bradley E.;
Overton, Edgar T.;
Lazar, Jason;
Liu, Chenglong;
Hodis, Howard N.;
Limdi, Nita A.;
Weber, Kathleen M.;
Gange, Stephen J.;
Zhi, Degui;
Floris-Moore, Michelle A.;
Ofotokun, Ighovwerha;
Qi, Qibin;
Hanna, David B.;
Kaplan, Robert C.;
Shrestha, Sadeep

Publication type:

Article

Toward a standard formal semantic representation of the model card report.

Published in:

BMC Bioinformatics, 2022, v. 23, n. 1, p. 1, doi. 10.1186/s12859-022-04797-6

By:

Amith, Muhammad Tuan;
Cui, Licong;
Zhi, Degui;
Roberts, Kirk;
Jiang, Xiaoqian;
Li, Fang;
Yu, Evan;
Tao, Cui

Publication type:

Article

Joint haplotype phasing and genotype calling of multiple individuals using haplotype informative reads.

Published in:

Bioinformatics, 2013, v. 29, n. 19, p. 2427, doi. 10.1093/bioinformatics/btt418

By:

Zhang, Kui;
Zhi, Degui

Publication type:

Article

Genotype calling from next-generation sequencing data using haplotype information of reads.

Published in:

Bioinformatics, 2012, v. 28, n. 7, p. 938, doi. 10.1093/bioinformatics/bts047

By:

Zhi, Degui;
Wu, Jihua;
Liu, Nianjun;
Zhang, Kui

Publication type:

Article

Length bias correction for RNA-seq data in gene set analyses.

Published in:

Bioinformatics, 2011, v. 27, n. 5, p. 662, doi. 10.1093/bioinformatics/btr005

By:

Gao, Liyan;
Fang, Zhide;
Zhang, Kui;
Zhi, Degui;
Cui, Xiangqin

Publication type:

Article

Alignment-free local structural search by writhe decomposition.

Published in:

Bioinformatics, 2010, v. 26, n. 9, p. 1176, doi. 10.1093/bioinformatics/btq127

By:

Zhi, Degui;
Shatsky, Maxim;
Brenner, Steven E.;
Tramontano, Anna

Publication type:

Article

Deep sequencing of RYR3 gene identifies rare and common variants associated with increased carotid intima-media thickness (cIMT) in HIV-infected individuals.

Published in:

Journal of Human Genetics, 2015, v. 60, n. 2, p. 63, doi. 10.1038/jhg.2014.104

By:

Zhi, Degui;
Shendre, Aditi;
Scherzer, Rebecca;
Irvin, Marguerite R;
Perry, Rodney T;
Levy, Shawn;
Arnett, Donna K;
Grunfeld, Carl;
Shrestha, Sadeep

Publication type:

Article

A Genome-Wide Association Study Identi?es Multiple Regions Associated with Head Size in Cat?sh.

Published in:

G3: Genes | Genomes | Genetics, 2016, v. 6, n. 10, p. 3389, doi. 10.1534/g3.116.032201

By:

Xin Geng;
Shikai Liu;
Jun Yao;
Lisui Bao;
Jiaren Zhang;
Chao Li;
Ruijia Wang;
Jin Sha;
Peng Zeng;
Degui Zhi;
Zhanjiang Liu

Publication type:

Article

Decreased Bioenergetic Health Index in monocytes isolated from the pericardial fluid and blood of post-operative cardiac surgery patients.

Published in:

Bioscience Reports, 2015, v. 35, n. 4, p. 1, doi. 10.1042/BSR20150161

By:

Kramer, Philip A.;
Chacko, Balu K.;
George, David J.;
Zhi, Degui;
Wei, Chih-Cheng;
Dell’Italia, Louis J.;
Melby, Spencer J.;
George, James F.;
Darley-Usmar, Victor M.

Publication type:

Article

The International Conference on Intelligent Biology and Medicine (ICIBM) 2018: systems biology on diverse data types.

Published in:

BMC Systems Biology, 2018, v. 12, n. 8, p. N.PAG, doi. 10.1186/s12918-018-0648-9

By:

Wang, Kai;
Liu, Xiaoming;
Guo, Yan;
Wu, Zhijin;
Zhi, Degui;
Ruan, Jianhua;
Zhao, Zhongming

Publication type:

Article

The Bioenergetic Health Index: a new concept in mitochondrial translational research.

Published in:

Clinical Science, 2014, v. 127, n. 6, p. 367, doi. 10.1042/CS20140101

By:

CHACKO, Balu K.;
KRAMER, Philip A.;
RAVI, Saranya;
BENAVIDES, Gloria A.;
MITCHELL, Tanecia;
DRANKA, Brian P.;
FERRICK, David;
SINGAL, Ashwani K.;
BALLINGER, Scott W.;
BAILEY, Shannon M.;
HARDY, Robert W.;
Jianhua ZHANG;
Degui ZHI;
DARLEY-USMAR, Victor M.

Publication type:

Article

The Bioenergetic Health Index: a new concept in mitochondrial translational research.

Published in:

Clinical Science, 2014, v. 127, n. 5, p. 367, doi. 10.1042/CS20140101

By:

CHACKO, Balu K.;
KRAMER, Philip A.;
RAVI, Saranya;
BENAVIDES, Gloria A.;
MITCHELL, Tanecia;
DRANKA, Brian P.;
FERRICK, David;
SINGAL, Ashwani K.;
BALLINGER, Scott W.;
BAILEY, Shannon M.;
HARDY, Robert W.;
ZHANG, Jianhua;
ZHI, Degui;
DARLEY-USMAR, Victor M.

Publication type:

Article

Time-sensitive clinical concept embeddings learned from large electronic health records.

Published in:

2019

By:

Xiang, Yang;
Xu, Jun;
Si, Yuqi;
Li, Zhiheng;
Rasmy, Laila;
Zhou, Yujia;
Tiryaki, Firat;
Li, Fang;
Zhang, Yaoyun;
Wu, Yonghui;
Jiang, Xiaoqian;
Zheng, Wenjin Jim;
Zhi, Degui;
Tao, Cui;
Xu, Hua

Publication type:

journal article

Representing and comparing protein structures as paths in three-dimensional space.

Published in:

BMC Bioinformatics, 2006, v. 7, p. 460, doi. 10.1186/1471-2105-7-460

By:

Degui Zhi;
Sri Krishna, S;
Cao, Haibo;
Pevzner, Pavel;
Godzik, Adam

Publication type:

Article

FiMAP: A fast identity-by-descent mapping test for biobank-scale cohorts.

Published in:

PLoS Genetics, 2023, v. 19, n. 12, p. 1, doi. 10.1371/journal.pgen.1011057

By:

Chen, Han;
Naseri, Ardalan;
Zhi, Degui

Publication type:

Article

Recombination-Associated Sequence Homogenization of Neighboring Alu Elements: Signature of Nonallelic Gene Conversion.

Published in:

Molecular Biology & Evolution, 2010, v. 27, n. 10, p. 2300, doi. 10.1093/molbev/msq116

By:

Aleshin, Alexey;
Zhi, Degui

Publication type:

Article

Gravidas with class III obesity: evaluating the abdominal skin microbiota above and below the panniculus (.).

Published in:

2016

By:

Edwards, Rodney K.;
Kumar, Ranjit;
Zhi, Degui;
Szychowski, Jeffrey;
Subramaniam, Akila;
Lefkowitz, Elliot J.;
Morrow, Casey

Publication type:

journal article