Recent Applications of Hidden Markov Models in Computational Biology

This paper examines recent developments and applications of Hidden Markov Models (HMMs) to various problems in computational biology, including multiple sequence alignment, homology detection, protein sequences classification, and genomic annotation.

Detalles Bibliográficos
Autores principales: Choo, Khar Heng, Tong, Joo Chuan, Zhang, Louxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2004
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5172443/
https://www.ncbi.nlm.nih.gov/pubmed/15629048
http://dx.doi.org/10.1016/S1672-0229(04)02014-5
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author Choo, Khar Heng
Tong, Joo Chuan
Zhang, Louxin
author_facet Choo, Khar Heng
Tong, Joo Chuan
Zhang, Louxin
author_sort Choo, Khar Heng
collection PubMed
description This paper examines recent developments and applications of Hidden Markov Models (HMMs) to various problems in computational biology, including multiple sequence alignment, homology detection, protein sequences classification, and genomic annotation.
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spelling pubmed-51724432016-12-23 Recent Applications of Hidden Markov Models in Computational Biology Choo, Khar Heng Tong, Joo Chuan Zhang, Louxin Genomics Proteomics Bioinformatics Review This paper examines recent developments and applications of Hidden Markov Models (HMMs) to various problems in computational biology, including multiple sequence alignment, homology detection, protein sequences classification, and genomic annotation. Elsevier 2004-05 2016-11-28 /pmc/articles/PMC5172443/ /pubmed/15629048 http://dx.doi.org/10.1016/S1672-0229(04)02014-5 Text en . http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Review
Choo, Khar Heng
Tong, Joo Chuan
Zhang, Louxin
Recent Applications of Hidden Markov Models in Computational Biology
title Recent Applications of Hidden Markov Models in Computational Biology
title_full Recent Applications of Hidden Markov Models in Computational Biology
title_fullStr Recent Applications of Hidden Markov Models in Computational Biology
title_full_unstemmed Recent Applications of Hidden Markov Models in Computational Biology
title_short Recent Applications of Hidden Markov Models in Computational Biology
title_sort recent applications of hidden markov models in computational biology
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5172443/
https://www.ncbi.nlm.nih.gov/pubmed/15629048
http://dx.doi.org/10.1016/S1672-0229(04)02014-5
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AT tongjoochuan recentapplicationsofhiddenmarkovmodelsincomputationalbiology
AT zhanglouxin recentapplicationsofhiddenmarkovmodelsincomputationalbiology

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