Imputing missing genotypic data of single-nucleotide polymorphisms using neural networks-Reference-Cited by-同舟云学术

Imputing missing genotypic data of single-nucleotide polymorphisms using neural networks

Published:2008-01-16 Issue:4 Volume:16 Page:487-495
ISSN:1018-4813
Container-title:European Journal of Human Genetics
language:en
Short-container-title:Eur J Hum Genet

Author:

Sun Yan V,Kardia Sharon L R

Publisher

Springer Science and Business Media LLC

Subject

Genetics(clinical),Genetics

Link

http://www.nature.com/articles/5201988.pdf

Reference30 articles.

1. Gordon D, Ott J : Assessment and management of single nucleotide polymorphism genotype errors in genetic association analysis. Pac Symp Biocomput 2001; 6: 18–29.

2. Lincoln SE, Lander ES : Systematic detection of errors in genetic linkage data. Genomics 1992; 14: 604–610.

3. Sobel E, Papp JC, Lange K : Detection and integration of genotyping errors in statistical genetics. Am J Hum Genet 2002; 70: 496–508.

4. Efron B : Missing data, imputation, and the bootstrap. J Am Stat Assoc 1994; 89: 463–478.

5. Little RJA : Regression with missing X's: a review. J Am Stat Assoc 1992; 87: 1227–1237.

Cited by 27 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques;Artificial Intelligence in Medicine;2023-08

2. Genotype Imputation Using K-Nearest Neighbors and Levenshtein Distance Metric;2022 13th International Conference on Information and Communication Technology Convergence (ICTC);2022-10-19

3. Rapid, Reference-Free human genotype imputation with denoising autoencoders;eLife;2022-09-23

4. A deep learning framework for characterization of genotype data;G3 Genes|Genomes|Genetics;2022-01-25

5. Application of machine learning missing data imputation techniques in clinical decision making: taking the discharge assessment of patients with spontaneous supratentorial intracerebral hemorrhage as an example;BMC Medical Informatics and Decision Making;2022-01-13