Bioinformatics | Computational Biology | Genomics scGNN 2.0: a graph neural network tool for imputation and clustering of single-cell RNA-Seq data. October 17, 2022
Bioinformatics | Computational Biology | Genomics Single-cell specific and interpretable machine learning models for sparse scChIP-seq data imputation. July 22, 2022
Bioinformatics | Genomics NISC: Neural Network-Imputation for Single-Cell RNA Sequencing and Cell Type Clustering. May 20, 2022
Data Science | Industrial Engineering Imputation of Missing Values in Time Series Using an Adaptive-Learned Median-Filled Deep Autoencoder. May 4, 2022
Bioinformatics | Computational Biology | Genomics An Overview of Algorithms and Associated Applications for Single Cell RNA-Seq Data Imputation. March 14, 2022
Bioinformatics | Cell Biology | Computational Biology | Genomics High-throughput single-cell RNA-seq data imputation and characterization with surrogate-assisted automated deep learning. September 23, 2021
Data Science | Marine Biology A prediction and imputation method for marine animal movement data. August 26, 2021
Bioinformatics | Genetics | Oncology Deep Learning Enables Fast and Accurate Imputation of Gene Expression. April 30, 2021
Data Science | Genomics | Oncology Deep generative neural network for accurate drug response imputation. March 20, 2021
Bioinformatics | Computational Biology | Genetics Matrix (factorization) reloaded: flexible methods for imputing genetic interactions with cross-species and side information. December 31, 2020
Bioinformatics | Precision Medicine A Review of Integrative Imputation for Multi-Omics Datasets. November 16, 2020