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  • 张洪
  • 教授
  • +86-551-63601890
  • zhangh@ustc.edu.cn
  • 统计与金融系
  • 概率与统计
English
  • Ancient DNA and multimethod dating confirm the late arrival of anatomically modern humans in southern China , PNAS (Proceedings of the National Academy of Sciences of the United States of America) , 2021 , 118(8)e2019158118
  • Analysis of least absolute deviation , Biometrika , 2008 , 95(1): 107-122
  • An efficient and computationally robust statistical method for analyzing case-control mother-offspring pair genetic association studies , Annals of Applied Statistics , 2020 , 14(2): 560-584
  • Adjustment of non-confounding covariates in case-control genetic associaiton studies , Annals of Applied Statistics , 2018 , 12(1): 200-221
  • Factor-analysis modeling and prediction for regressions with imaging biomarkers , Statistics in Medicine , 2023 , 42: 3616-3635
  • A new semiparametric transformation approach to disease diagnosis with multiple biomarkers , Statistics in Medicine , 2019 , 38: 1386-1398
  • PLNseq: a multivariate Poisson lognormal distribution for high-throughput matched RNA-sequencing read count data , Statistics in Medicine , 2015 , 34: 1577-1589
  • A copula-model based semiparametric interaction test under the case-control design , Statistica Sinica , 2013 , 23: 1505-1521
  • Semiparametric inference on the penetrances of rare genetic mutations based on a case-family design , Journal of Statistical Planning and Inference , 2013 , 143: 368-377
  • contamDE-lm: linear model-based differential gene expression analysis using next-generation RNA-seq data from contaminated tumor samples , Bioinformatics , 2020 , 36(8): 2492-2499
  • Transformed low-rank ANOVA models for high-dimensional variable selection , Statistical Methods in Medical Research , 2019 , 28(4): 1230-1246
  • armDNA: A functional beta model for detecting age-related genomewide DNA methylation marks , Statistical Methods in Medical Research , 2018 , 27(9): 2627-2640
  • contamDE: Differential expression analysis of RNA-seq data for contaminated tumor samples , Bioinformatics , 2016 , 32(5): 705-712
  • Asymptotic properties of maximum likelihood estimator for two-step logit models , Statistics and Probability Letters , 2014 , 85: 135-143
  • Estimating the proportion of true null hypotheses in nonparametric exponential mixture model with application to the leukemia gene expression data , Communications in Statistics- Simulation and Computation , 2012 , 41: 1580-1592
  • Testing multiple gene interactions by the ordered combinatorial partitioning method in case-control studies , Bioinformatics , 2010 , 26(15): 1871-1878
  • Forecasting confirmed cases of the COVID-19 pandemic with a migration-based epidemiological model , Statistics and Its Interface , 2021 , 14(2): 59-71
  • A hybrid parametric and empirical likelihood model for evaluating interactions in case-control studies , Statistics and Its Interface , 2016 , 9: 147-158
  • Family based association study with complex survey data , Statistics and Its Interface , 2014 , 7: 167-176
  • Robust and powerful gene-environment interaction tests using rare genetic variants in case-control studies , Statistics and Its Interface , 2014 , 17: 51-62
  • Detecting essential and removable interactions in genome-wide association studies , Statistics and Its Interface , 2009 , 2(2): 161-170
  • Optimization of deep learning models for the prediction of gene mutations using unsupervised clustering , The Journal of Pathology: Clinical Research , 2023 , 9(1): 3-17
  • Methods and software to analyze gene-environment interactions under a case-mother - control-mother design with partially missing child genotype , Human Heredity , 2023 , 88: 38-49
  • FinBERT-MRC: financial named entity recognition using BERT under the machine reading comprehension paradigm , Neural Processing Letters , 2023 , 55: 7393-7413
  • Prognostic significance of tumor-infiltrating lymphocytes determined using deep learning on colorectal cancer pathology images , JCO Precision Oncology , 2023 , 7e2200522
  • Predicting microsatellite instability and key biomarkers in colorectal cancer from H&E-stained images: Achieving SOTA predictive performance with fewer data using Swin Transformer , The Journal of Pathology: Clinical Research , 2023 , 9(3): 223-235
  • Estimation of genetic heritabilities of human traits in case-control studies , Annals of Human Genetics , 2023 , 87(3): 91-103
  • DPSeq: A Novel and Efficient Digital Pathology Classifier for Predicting Cancer Biomarkers using Sequencer Architecture, The American Journal of Pathology , The American Journal of Pathology , 2023 , 19312
  • A robust and lightweight deep attention multi-instance learning algorithm for predicting genetic alterations , Computerized Medical Imaging and Graphics , 2023 , 105102189
  • Causal effects of gut microbiota on erectile dysfunction: a two-sample Mendelian randomization study , Frontiers in Microbiology , 2023 , 141257114
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