Construct Cell Specific Networks from Single Cell Expression Xuran Wang, Carnegie Mellon University; Mingyao Li, University of Pennsylvania; Edward B. Lee, University of Pennsylvania; David Choi, Carnegie Mellon University; Kathryn Roeder, Carnegie Mellon University
NISC: Accurate Clustering Through Neural Network-Imputation for Single-Cell RNA-Seq Data with High Sparsity Xiang Zhang, University of Arizona; Siyang Cao, Department of Electrical & Computer Engineering, University of Arizona; Meng Lu, Interdisciplinary Program in Statistics and Data Science, University of Arizona; Nicholas Lytal, Interdisciplinary Program in Statistics and Data Science, University of Arizona; Lingling An, Interdisciplinary Program in Statistics and Data Science, University of Arizona
A Joint Deep Learning Model for Clustering and Denoising of ScRNA-Seq Data with Batch Effect Removal Justin Lakkis, Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania; David Wang, Graduate Group in Genomics and Computational Biology, University of Pennsylvania; Xiangjie Li, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College; Kui Wang, Department of Informatics Theory and Data Science, Nankai University; Gang Hu, School of Statistics and Data Science, Nankai University; Lyle Ungar, University of Pennsylvania; Mingyao Li, University of Pennsylvania
