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| 1 | Pulmonary hemorrhage in systemic lupus erythematosus 显示文摘 | Badsha H Teh CL Kong KO | 2004 | Semin Arthritis Rheum2004，33，6： | 1 |
| 2 | Low-dose pulse methyl prednisolone for systemic lupus erythematosus flares is effica cious and has a decreasedrisk of infectious complications显示文摘 | Badsha H Kong KO Lian TY | | 0，，08： | 1 |
| 3 | Pulmonary hemorrhage in systemic lupus erythematosus 显示文摘 | Badsha H Teh CL Kong KO | 2004 | Semin Arthritis Rheum2004，33，6： | 1 |
| 4 | Pulmonary hemorrhage in systemic lupus erythematosus显示文摘 | Badsha H Teh CL Kong KO | 2004 | Semin Arthritis Rheum2004，33，6： | 1 |
| 5 | Hospitalization of individuals with systemic lupus erythematosus: characteristics and predictors of outcome显示文摘 | Edwards C J Lian TY Badsha H | 2003 | Lupus2003，12，9： | 1 |
| 6 | Pulmonary hemorrhage in systemic lupus erythematosus 显示文摘 | Badsha H The CL Kong KO | 2004 | Semin Arthritis Rheum2004，33，6： | 1 |
| 7 | Pulmonary hemorrhage in systemic lupus erythematasus 显示文摘 | Badsha H Teh CL Kong KO | 2004 | Semin Arthritis Rheum2004，33，6： | 1 |
| 8 | Pulmonary hemorrhage in systemic lupus erythematosus显示文摘 | Badsha H Teh CL Kong KO | 2004 | Semin Arthritis Rheum2004，33，6： | 1 |
| 9 | Rheumatoid arthritis disease activity and vitamin D deficiency in an Asian resident population 显示文摘 | Quraishi MK Badsha H | 2016 | Int J Rheum Dis2016，19，4： | 1 |
| 10 | Low-dose pulse methylprednisolone for systemic lupus Erythematosus flares is efficacious and has a decreased risk of infectious complications显示文摘 | Badsha H Kong KO Lian TY | 2002 | Lupus2002，11，： | 1 |
| 11 | Pulmonary hemorrhage in systemic lupus erythematosus 显示文摘 | Badsha H The CL Kong KO | 2003 | Semin Arthritis Rheum2003，33，： | 1 |
| 12 | Low - dose pulse methylprednisolone for systemic lupus erythematosus flares is efficacious and has a decreased risk of infectious complications显示文摘 | Badsha H Kong KO Lian TY | 2002 | Lupus2002，11，8： | 1 |
| 13 | Imputation of single-cell gene expression with an autoencoder neural network显示文摘Background:Single-cell RNA-sequencing(scRNA-seq)is a rapidly evolving technology that enables measurement of gene expression levels at an unprecedented resolution.Despite the explosive growth in the number of cells that can be assayed by a single experiment,scRNA-seq still has several limitations,including high rates of dropouts,which result in a large number of genes having zero read count in the scRNA-seq data,and complicate downstream analyses.Methods:To overcome this problem,we treat zeros as missing values and develop nonparametric deep learning methods for imputation.Specifically,our LATE(Learning with AuToEncoder)method trains an autoencoder with random initial values of the parameters,whereas our TRANSLATE(TRANSfer learning with LATE)method further allows for the use of a reference gene expression data set to provide LATE with an initial set of parameter estimates.Results:On both simulated and real data,LATE and TRANSLATE outperform existing scRNA-seq imputation methods,achieving lower mean squared error in most cases,recovering nonlinear gene-gene relationships,and better separating cell types.They are also highly scalable and can efficiently process over 1 million cells in just a few hours on a GPU.Conclusions:We demonstrate that our nonparametric approach to imputation based on autoencoders is powerful and highly efficient. | Md.Bahadur Badsha Rui Li Boxiang Liu Yang ILi Min Xian Nicholas EBanovich Audrey Qiuyan Fu | 2020 | Quantitative Biology2020，8，1： | 1 |
| 14 | Pulmonary hemorrhage in systemic lupus erythematosus显示文摘 | Badsha H Teh CL Kong K0 | 2004 | Semin Arthritis Rheum2004，33，6： | 1 |
| 15 | Pulmonary hemorrhage in systemic lupus erythematosus显示文摘 | Badsha H Teh CL Kong KO | | 0，，： | 1 |
| 16 | Low-dose pulse methylprednisone for systemic lupus erythematosus flares is efficacious and has a decreased risk of infectious complications 显示文摘 | Badsha H Kong KO Lian TY | 2002 | Lupus2002，11，8： | 1 |
| 17 | Pulmonary hemorrhage in systemic lupus erythematosus 显示文摘 | Badsha H Teh CL Kong KO | 2004 | Semin Arthritis Rheum2004，33，6： | 1 |
| 18 | Intravenous pulses of methylprednisolone for systemic lupus erythematosus Semin显示文摘 | BADSHA H EDWARDS C J | 2003 | Arthritis Rheum2003，32，6： | 1 |
| 19 | Pulmonary hemorrhage in systemic lupus erythematosus显示文摘 | Badsha H Warner CL Kong KO | | 0，，06： | 1 |
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