Distribution based nearest neighbor imputation for truncated high dimensional data with applications to pre-clinical and clinical metabolomics studies

類似資料

• Metabolomics data analysis and missing value issues with application to infarcted mouse hearts
  著者:: Shah, Jasmit S, 等
  出版事項: (2015)
• Systems characterization of differential plasma metabolome perturbations following thrombotic and non-thrombotic myocardial infarction
  著者:: Trainor, Patrick J., 等
  出版事項: (2017)
• NS-kNN: A modified k-nearest neighbors approach for imputing metabolomics data
  著者:: Lee, Justin Y., 等
  出版事項: (2018)
• Nearest neighbor imputation algorithms: a critical evaluation
  著者:: Beretta, Lorenzo, 等
  出版事項: (2016)
• Identification of a plasma metabolomic signature of thrombotic myocardial infarction that is distinct from non-thrombotic myocardial infarction and stable coronary artery disease.
  著者:: Andrew P DeFilippis, 等
  出版事項: (2017-01-01)