Machine Learning Methodologies To Study Molecular Interactions

Machine Learning Methodologies To Study Molecular Interactions
Title Machine Learning Methodologies To Study Molecular Interactions PDF eBook
Author Elif Ozkirimli
Publisher Frontiers Media SA
Pages 147
Release 2022-01-21
Genre Science
ISBN 2889741214

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Dr. Elif Ozkirimli is a full time employee of F. Hoffmann-La Roche AG, Switzerland and Dr. Artur Yakimovich is a full time employee of Roche Products Limited, UK. All other Topic Editors declare no competing interests with regards to the Research Topic.

Machine learning for biological sequence analysis

Machine learning for biological sequence analysis
Title Machine learning for biological sequence analysis PDF eBook
Author Quan Zou
Publisher Frontiers Media SA
Pages 150
Release 2023-03-09
Genre Science
ISBN 2832516017

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Protein-Nucleic Acid Interactions

Protein-Nucleic Acid Interactions
Title Protein-Nucleic Acid Interactions PDF eBook
Author Phoebe A. Rice
Publisher Royal Society of Chemistry
Pages 417
Release 2008-05-22
Genre Science
ISBN 0854042725

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This book provides both in-depth background and up-to-date information in this area. The chapters are organized by general themes and principles, written by experts who illustrate topics with current findings. Topics covered include: - the role of ions and hydration in protein-nucleic acid interactions - transcription factors and combinatorial specificity - indirect readout of DNA sequence - single-stranded nucleic acid binding proteins - nucleic acid junctions and proteins, - RNA protein recognition - recognition of DNA damage. It will be a key reference for both advanced students and established scientists wishing to broaden their horizons.

Microbiome and Machine Learning

Microbiome and Machine Learning
Title Microbiome and Machine Learning PDF eBook
Author Isabel Moreno Indias
Publisher Frontiers Media SA
Pages 133
Release 2022-08-02
Genre Science
ISBN 2889766780

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Advances in Computational Toxicology

Advances in Computational Toxicology
Title Advances in Computational Toxicology PDF eBook
Author Huixiao Hong
Publisher Springer
Pages 416
Release 2019-05-21
Genre Science
ISBN 3030164438

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This book provides a comprehensive review of both traditional and cutting-edge methodologies that are currently used in computational toxicology and specifically features its application in regulatory decision making. The authors from various government agencies such as FDA, NCATS and NIEHS industry, and academic institutes share their real-world experience and discuss most current practices in computational toxicology and potential applications in regulatory science. Among the topics covered are molecular modeling and molecular dynamics simulations, machine learning methods for toxicity analysis, network-based approaches for the assessment of drug toxicity and toxicogenomic analyses. Offering a valuable reference guide to computational toxicology and potential applications in regulatory science, this book will appeal to chemists, toxicologists, drug discovery and development researchers as well as to regulatory scientists, government reviewers and graduate students interested in this field.

Machine Learning Techniques on Gene Function Prediction

Machine Learning Techniques on Gene Function Prediction
Title Machine Learning Techniques on Gene Function Prediction PDF eBook
Author Quan Zou
Publisher Frontiers Media SA
Pages 485
Release 2019-12-04
Genre
ISBN 2889632148

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Molecular Computing and Bioinformatics

Molecular Computing and Bioinformatics
Title Molecular Computing and Bioinformatics PDF eBook
Author Xiangxiang Zeng
Publisher MDPI
Pages 390
Release 2019-07-11
Genre Science
ISBN 3039211951

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This text will provide the most recent knowledge and advances in the area of molecular computing and bioinformatics. Molecular computing and bioinformatics have a close relationship, paying attention to the same object but working towards different orientations. The articles will range from topics such as DNA computing and membrane computing to specific biomedical applications, including drug R&D and disease analysis.