Pengyi Yang

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Jean Yee Hwa YangUniversity of SydneyDirección de correo verificada de sydney.edu.au
David E JamesThe University of SydneyDirección de correo verificada de sydney.edu.au
Sean HumphreyMurdoch Children’s Research InstituteDirección de correo verificada de mcri.edu.au
Raja JothiSenior Investigator, National Institutes of HealthDirección de correo verificada de mail.nih.gov
Daniel J. FazakerleyInstitute of Metabolic Science, University of CambridgeDirección de correo verificada de cam.ac.uk
Hani Jieun KimThe University of SydneyDirección de correo verificada de sydney.edu.au
Albert Y. ZomayaPeter Nicol Russell Chair Professor of Computer Science, Sydney UniversityDirección de correo verificada de sydney.edu.au
James Geoffrey BurchfieldThe University of SydneyDirección de correo verificada de sydney.edu.au
Benjamin ParkerUniversity of MelbourneDirección de correo verificada de unimelb.edu.au
Bing Bing ZhouSchool of Information Technologies, The University of SydneyDirección de correo verificada de sydney.edu.au
Yue CaoThe University of SydneyDirección de correo verificada de sydney.edu.au
Andrew OldfieldResearcher, IGHDirección de correo verificada de igh.cnrs.fr
Senthilkumar CinghuSenior Advisor, Lilly Genetic Medicine,Eli Lilly and Company,Boston.Dirección de correo verificada de niehs.nih.gov
Taiyun KimBioinformatician / Data Scientist, University of SydneyDirección de correo verificada de sydney.edu.au
Rima ChaudhuriUniversity of SydneyDirección de correo verificada de sydney.edu.au
Shila GhazanfarSenior Lecturer, ARC DECRA Fellow, The University of SydneyDirección de correo verificada de sydney.edu.au
Ellis PatrickUniversity of SydneyDirección de correo verificada de sydney.edu.au
Di XiaoThe University of SydneyDirección de correo verificada de sydney.edu.au
Jacqueline StöckliThe University of SydneyDirección de correo verificada de sydney.edu.au
Guang YangSenior Research Associate, School of Biotechnology and Biomolecular Sciences, UNSWDirección de correo verificada de unsw.edu.au

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Pengyi Yang

Unit Head at CMRI; Charles Perkins Centre, Associate Professor, University of Sydney

Dirección de correo verificada de sydney.edu.au - Página principal

Computational systems biology Stem cell engineering


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
A review of ensemble methods in bioinformatics P Yang, Y Hwa Yang, B Bing Zhou, A Y Zomaya Current Bioinformatics 5 (4), 296-308, 2010	609*	2010
Dynamic adipocyte phosphoproteome reveals that Akt directly regulates mTORC2 SJ Humphrey, G Yang, P Yang, DJ Fazakerley, J Stöckli, JY Yang, ... Cell metabolism 17 (6), 1009-1020, 2013	460	2013
Global phosphoproteomic analysis of human skeletal muscle reveals a network of exercise-regulated kinases and AMPK substrates NJ Hoffman, BL Parker, R Chaudhuri, KH Fisher-Wellman, M Kleinert, ... Cell metabolism 22 (5), 922-935, 2015	436	2015
Ensemble deep learning in bioinformatics Y Cao, TA Geddes, JYH Yang, P Yang@ Nature Machine Intelligence 2 (9), 500-508, 2020	304	2020
DNMT1 is essential for mammary and cancer stem cell maintenance and tumorigenesis R Pathania, S Ramachandran, S Elangovan, R Padia, P Yang, S Cinghu, ... Nature communications 6 (1), 6910, 2015	263	2015
Histone-fold domain protein NF-Y promotes chromatin accessibility for cell type-specific master transcription factors AJ Oldfield, P Yang, AE Conway, S Cinghu, JM Freudenberg, ... Molecular cell 55 (5), 708-722, 2014	199	2014
Fip1 regulates mRNA alternative polyadenylation to promote stem cell self‐renewal B Lackford, C Yao, GM Charles, L Weng, X Zheng, EA Choi, X Xie, J Wan, ... The EMBO journal 33 (8), 878-889, 2014	189	2014
scMerge leverages factor analysis, stable expression, and pseudoreplication to merge multiple single-cell RNA-seq datasets Y Lin, S Ghazanfar, KYX Wang, ..., TP Speed, P Yang@, JYH Yang@ Proceedings of the National Academy of Sciences 116 (20), 9775-9784, 2019	167	2019
Impact of similarity metrics on single-cell RNA-seq data clustering T Kim, IR Chen, Y Lin, AYY Wang, JYH Yang, P Yang@ Briefings in bioinformatics 20 (6), 2316-2326, 2019	140	2019
Multi-omic profiling reveals dynamics of the phased progression of pluripotency P Yang, SJ Humphrey, S Cinghu, R Pathania, AJ Oldfield, D Kumar, ... Cell Systems 8 (5), 427-445. e10, 2019	138	2019
Mitochondrial CoQ deficiency is a common driver of mitochondrial oxidants and insulin resistance DJ Fazakerley, R Chaudhuri, P Yang, GJ Maghzal, KC Thomas, JR Krycer, ... Elife 7, e32111, 2018	129	2018
mTORC1 is a major regulatory node in the FGF21 signaling network in adipocytes AY Minard, SX Tan, P Yang, DJ Fazakerley, W Domanova, BL Parker, ... Cell reports 17 (1), 29-36, 2016	128	2016
An integrative systems genetic analysis of mammalian lipid metabolism BL Parker, AC Calkin, MM Seldin, MF Keating, EJ Tarling, P Yang, ... Nature 567 (7747), 187-193, 2019	127	2019
scClassify: sample size estimation and multiscale classification of cells using single and multiple reference Y Lin, Y Cao, HJ Kim, A Salim, TP Speed, DM Lin, P Yang@, JYH Yang@ Molecular Systems Biology 16 (6), e9389, 2020	126*	2020
Benchmarking clustering algorithms on estimating the number of cell types from single-cell RNA-sequencing data L Yu, Y Cao, JYH Yang, P Yang Genome biology 23 (1), 49, 2022	110	2022
Ensemble-based wrapper methods for feature selection and class imbalance learning P Yang, W Liu, BB Zhou, S Chawla, AY Zomaya Advances in Knowledge Discovery and Data Mining: 17th Pacific-Asia …, 2013	108	2013
Global redox proteome and phosphoproteome analysis reveals redox switch in Akt Z Su, J Burchfield, P Yang*, S Humphrey, G Yang, D Francis, S Yasmin, ... Nature Communications 10, 2019	107	2019
CiteFuse enables multi-modal analysis of CITE-seq data HJ Kim, Y Lin, TA Geddes, J Yang, P Yang@ Bioinformatics 36 (14), 4137-4143, 2020	100	2020
Sample subset optimization techniques for imbalanced and ensemble learning problems in bioinformatics applications P Yang, PD Yoo, J Fernando, BB Zhou, Z Zhang, AY Zomaya IEEE transactions on cybernetics 44 (3), 445-455, 2014	100	2014
A multi-filter enhanced genetic ensemble system for gene selection and sample classification of microarray data P Yang, BB Zhou, Z Zhang, AY Zomaya BMC bioinformatics 11, 1-12, 2010	98	2010

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