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Benchmarking imputation methods for network inference using a novel method of synthetic scRNA-seq data generation.

Ayoub LasriVahid ShahrezaeiMarc Sturrock
Published in: BMC Bioinform. (2022)
Keyphrases
  • missing values
  • data generation
  • neural network
  • similarity measure
  • active learning
  • feature extraction
  • pairwise
  • input data
  • k nearest neighbor
  • sliding window