Data imputation and machine learning improve association analysis and genomic prediction for resistance to fish photobacteriosis in the gilthead sea bream-Reference-Cited by-同舟云学术

Data imputation and machine learning improve association analysis and genomic prediction for resistance to fish photobacteriosis in the gilthead sea bream

Published:2021-07 Issue: Volume:20 Page:100661
ISSN:2352-5134
Container-title:Aquaculture Reports
language:en
Short-container-title:Aquaculture Reports

Author:

Bargelloni Luca^ORCID,Tassiello Oronzo,Babbucci Massimiliano,Ferraresso Serena^ORCID,Franch Rafaella,Montanucci Ludovica,Carnier Paolo^ORCID

Funder

European Commission Seventh Framework Programme for Research and Technological Development International Cooperation

Seventh Framework Programme

Publisher

Elsevier BV

Subject

Animal Science and Zoology,Aquatic Science

Reference27 articles.

1. Deep learning versus parametric and ensemble methods for genomic prediction of complex phenotypes;Abdollahi-Arpanahi;Genet. Sel. Evol.,2020

2. Photobacteriosis: prevention and diagnosis;Andreoni;J. Immunol. Res.,2014

3. Harnessing the power of RADseq for ecological and evolutionary genomics;Andrews;Nat. Rev. Genet.,2016

4. Genetics of resistance to photobacteriosis in gilthead sea bream (Sparus aurata) using 2b-RAD sequencing;Aslam;BMC Genet.,2018

5. Genotype imputation with millions of reference samples;Browning;Am. J. Hum. Genet.,2016

Cited by 16 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. Machine Learning Based Missing Data Imputation in Categorical Datasets;IEEE Access;2024

2. Accuracy assessment of RFerns, NB, SVM, and kNN machine learning classifiers in aquaculture;Journal of King Saud University - Science;2023-08

3. Multi-classification deep neural networks for identification of fish species using camera captured images;PLOS ONE;2023-04-26

4. Biosecurity: Current and Future Strategies;Climate Change on Diseases and Disorders of Finfish in Cage Culture;2023-03-27

5. Effects of common full-sib families on accuracy of genomic prediction for tagging weight in striped catfish Pangasianodon hypophthalmus;Frontiers in Genetics;2023-01-04