Hongdong Li
Hongdong Li
Central South University(current), Univ Michigan (prev), Institute for Systems Biology (Seattle)
Verified email at - Homepage
Cited by
Cited by
Key wavelengths screening using competitive adaptive reweighted sampling method for multivariate calibration
HD Li, YZ Liang, QS Xu, DS Cao
Analytica chimica acta 648 (1), 77-84, 2009
Rare coding variants in PLCG2, ABI3, and TREM2 implicate microglial-mediated innate immunity in Alzheimer's disease.
R Sims, SJ van der Lee, AC Naj, C Bellenguez, N Badarinarayan, ...
Nature genetics 49 (9), 1373, 2017
Random frog: an efficient reversible jump Markov Chain Monte Carlo-like approach for variable selection with applications to gene selection and disease classification
HD Li, QS Xu, YZ Liang
Analytica Chimica Acta 740, 20-26, 2012
Support vector machines and its applications in chemistry
HD Li, YZ Liang, QS Xu
Chemometrics and Intelligent Laboratory Systems 95 (2), 188-198, 2009
A strategy that iteratively retains informative variables for selecting optimal variable subset in multivariate calibration
YH Yun, WT Wang, ML Tan, YZ Liang, HD Li, DS Cao, HM Lu, QS Xu
Analytica chimica acta 807, 36-43, 2014
An efficient method of wavelength interval selection based on random frog for multivariate spectral calibration
YH Yun, HD Li, LRE Wood, W Fan, JJ Wang, DS Cao, QS Xu, YZ Liang
Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 111, 31-36, 2013
A new strategy of outlier detection for QSAR/QSPR
DS Cao, YZ Liang, QS Xu, HD Li, X Chen
Journal of Computational Chemistry 31 (3), 592-602, 2010
Human whole genome genotype and transcriptome data for Alzheimer’s and other neurodegenerative diseases
M Allen, MM Carrasquillo, C Funk, BD Heavner, F Zou, CS Younkin, ...
Scientific data 3 (1), 1-10, 2016
An overview of variable selection methods in multivariate analysis of near-infrared spectra
YH Yun, HD Li, BC Deng, DS Cao
TrAC Trends in Analytical Chemistry 113, 102-115, 2019
Model population analysis for variable selection
HD Li, YZ Liang, QS Xu, DS Cao
Journal of Chemometrics 24 (7‐8), 418-423, 2010
libPLS: an integrated library for partial least squares regression and linear discriminant analysis
HD Li, QS Xu, YZ Liang
Chemometrics and Intelligent Laboratory Systems 176, 34-43, 2018
Model-population analysis and its applications in chemical and biological modeling
HD Li, YZ Liang, QS Xu, DS Cao
Trends in Analytical Chemistry, 2012
Recipe for Uncovering Predictive Genes using Support Vector Machines based on Model Population Analysis
H Li, Y Liang, Q Xu, D Cao, B Tan, B Deng, C Lin
Computational Biology and Bioinformatics, IEEE/ACM Transactions on, 1-1, 2011
Uncover the path from PCR to PLS via elastic component regression
HD Li, YZ Liang, QS Xu
Chemometrics and Intelligent Laboratory Systems 104 (2), 341-346, 2010
Variable Complementary Network: a novel approach for identifying biomarkers and their mutual associations
HD Li, QS Xu, W Zhang, YZ Liang
Metabolomics 8, 1218-1226, 2012
The boosting: A new idea of building models
DS Cao, QS Xu, YZ Liang, LX Zhang, HD Li
Chemometrics and Intelligent Laboratory Systems 100 (1), 1-11, 2010
Conserved brain myelination networks are altered in Alzheimer's and other neurodegenerative diseases
M Allen, X Wang, JD Burgess, J Watzlawik, DJ Serie, CS Younkin, ...
Alzheimer's & dementia 14 (3), 352-366, 2018
The emerging era of genomic data integration for analyzing splice isoform function
HD Li, R Menon, GS Omenn, Y Guan
Trends Genet 30 (8), 340-347, 2014
Crowdsourced assessment of common genetic contribution to predicting anti-TNF treatment response in rheumatoid arthritis
SK Sieberts, F Zhu, J García-García, E Stahl, A Pratap, G Pandey, ...
Nature communications 7 (1), 12460, 2016
Systematically Differentiating Functions for Alternatively Spliced Isoforms through Integrating RNA-seq Data
R Eksi, HD Li, R Menon, Y Wen, GS Omenn, MK Kretzler, Y Guan
PLoS Comput Biol 9 (11), e1003314, 2013
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