A multi-task CNN learning model for taxonomic assignment of human viruses

10.1186/s12859-021-04084-w

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Main Authors: Ma, Haoran, Tan, Tin Wee, Ban, Kenneth Hon Kim
Other Authors: DUKE-NUS MEDICAL SCHOOL
Format: Article
Published: BioMed Central Ltd 2022
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Online Access:https://scholarbank.nus.edu.sg/handle/10635/232076
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spelling sg-nus-scholar.10635-2320762024-04-16T03:40:33Z A multi-task CNN learning model for taxonomic assignment of human viruses Ma, Haoran Tan, Tin Wee Ban, Kenneth Hon Kim DUKE-NUS MEDICAL SCHOOL BIOCHEMISTRY Convolutional neural network Deep learning Genomic coverage Naïve Bayesian network Taxonomic assignment 10.1186/s12859-021-04084-w BMC Bioinformatics 22 194 2022-10-11T07:57:59Z 2022-10-11T07:57:59Z 2021-06-01 Article Ma, Haoran, Tan, Tin Wee, Ban, Kenneth Hon Kim (2021-06-01). A multi-task CNN learning model for taxonomic assignment of human viruses. BMC Bioinformatics 22 : 194. ScholarBank@NUS Repository. https://doi.org/10.1186/s12859-021-04084-w 1471-2105 https://scholarbank.nus.edu.sg/handle/10635/232076 Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/ BioMed Central Ltd Scopus OA2021
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic Convolutional neural network
Deep learning
Genomic coverage
Naïve Bayesian network
Taxonomic assignment
spellingShingle Convolutional neural network
Deep learning
Genomic coverage
Naïve Bayesian network
Taxonomic assignment
Ma, Haoran
Tan, Tin Wee
Ban, Kenneth Hon Kim
A multi-task CNN learning model for taxonomic assignment of human viruses
description 10.1186/s12859-021-04084-w
author2 DUKE-NUS MEDICAL SCHOOL
author_facet DUKE-NUS MEDICAL SCHOOL
Ma, Haoran
Tan, Tin Wee
Ban, Kenneth Hon Kim
format Article
author Ma, Haoran
Tan, Tin Wee
Ban, Kenneth Hon Kim
author_sort Ma, Haoran
title A multi-task CNN learning model for taxonomic assignment of human viruses
title_short A multi-task CNN learning model for taxonomic assignment of human viruses
title_full A multi-task CNN learning model for taxonomic assignment of human viruses
title_fullStr A multi-task CNN learning model for taxonomic assignment of human viruses
title_full_unstemmed A multi-task CNN learning model for taxonomic assignment of human viruses
title_sort multi-task cnn learning model for taxonomic assignment of human viruses
publisher BioMed Central Ltd
publishDate 2022
url https://scholarbank.nus.edu.sg/handle/10635/232076
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