Literature DB >> 18428778

An introduction to hidden Markov models.

Benjamin Schuster-Böckler1, Alex Bateman.   

Abstract

This unit introduces the concept of hidden Markov models in computational biology. It describes them using simple biological examples, requiring as little mathematical knowledge as possible. The unit also presents a brief history of hidden Markov models and an overview of their current applications before concluding with a discussion of their limitations.

Mesh:

Year:  2007        PMID: 18428778     DOI: 10.1002/0471250953.bia03as18

Source DB:  PubMed          Journal:  Curr Protoc Bioinformatics        ISSN: 1934-3396


  13 in total

1.  Analysis of complex single-molecule FRET time trajectories.

Authors:  Mario Blanco; Nils G Walter
Journal:  Methods Enzymol       Date:  2010       Impact factor: 1.600

2.  Accurate local-ancestry inference in exome-sequenced admixed individuals via off-target sequence reads.

Authors:  Youna Hu; Cristen Willer; Xiaowei Zhan; Hyun Min Kang; Gonçalo R Abecasis
Journal:  Am J Hum Genet       Date:  2013-11-07       Impact factor: 11.025

3.  Computational Biology of Olfactory Receptors.

Authors:  Chiquito J Crasto
Journal:  Curr Bioinform       Date:  2009-01       Impact factor: 3.543

Review 4.  Computational membrane biophysics: From ion channel interactions with drugs to cellular function.

Authors:  Williams E Miranda; Van A Ngo; Laura L Perissinotti; Sergei Yu Noskov
Journal:  Biochim Biophys Acta Proteins Proteom       Date:  2017-08-26       Impact factor: 3.036

5.  Open reading frame mining identifies a TLR4 binding domain in the primary sequence of ECRG4.

Authors:  Xitong Dang; Raul Coimbra; Liang Mao; Sonia Podvin; Xue Li; Hua Yu; Todd W Costantini; Xiaorong Zeng; Dana Larocca; Brian P Eliceiri; Andrew Baird
Journal:  Cell Mol Life Sci       Date:  2019-06-12       Impact factor: 9.261

6.  A Machine Learning Approach to Classifying Self-Reported Health Status in a Cohort of Patients With Heart Disease Using Activity Tracker Data.

Authors:  Yiwen Meng; William Speier; Chrisandra Shufelt; Sandy Joung; Jennifer E Van Eyk; C Noel Bairey Merz; Mayra Lopez; Brennan Spiegel; Corey W Arnold
Journal:  IEEE J Biomed Health Inform       Date:  2019-06-11       Impact factor: 5.772

7.  Cell-specific processing and release of the hormone-like precursor and candidate tumor suppressor gene product, Ecrg4.

Authors:  Xitong Dang; Sonia Podvin; Raul Coimbra; Brian Eliceiri; Andrew Baird
Journal:  Cell Tissue Res       Date:  2012-04-18       Impact factor: 5.249

8.  Shall genomic correlation structure be considered in copy number variants detection?

Authors:  Fei Qin; Xizhi Luo; Guoshuai Cai; Feifei Xiao
Journal:  Brief Bioinform       Date:  2021-11-05       Impact factor: 13.994

Review 9.  Three-Dimensional Genome Organization and Function in Drosophila.

Authors:  Yuri B Schwartz; Giacomo Cavalli
Journal:  Genetics       Date:  2017-01       Impact factor: 4.562

10.  Automated Detection of Rehabilitation Exercise by Stroke Patients Using 3-Layer CNN-LSTM Model.

Authors:  Zia Ur Rahman; Syed Irfan Ullah; Abdus Salam; Taj Rahman; Inayat Khan; Badam Niazi
Journal:  J Healthc Eng       Date:  2022-02-04       Impact factor: 2.682

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