I. Abdurakhmonov – Bioinformatics. Updated Features and Applications (2016)
986 ₽
Автор: I. Abdurakhmonov
Название книги: Bioinformatics. Updated Features and Applications
Формат: PDF
Жанр: Биоинформатика
Страницы: 239
Качество: Изначально компьютерное, E-book
Written by international team of life scientists, this Bioinformatics book provides some updates on bioinformatics methods, resources, approaches, and genome analysis tools useful for molecular sciences, medicine and drug designs, as well as plant sciences and agriculture.
An interdisciplinary bioinformatics science aims to develop methodology and analysis tools to explore large-volume of biological data using conventional and modern computer science, statistics, and mathematics, as well as pattern recognition, reconstruction, machine learning, simulation and iterative approaches, molecular modeling, folding, networking, and artificial intelligence.
This book should provide advanced knowledge for university students, life science researchers, and interested readers on some latest developments in the bioinformatics field.
Preface
An interdisciplinary bioinformatics science aims to develop methodology and analysis tools to explore large-volume of biological data using conventional and modern computer science, statistics, and mathematics, as well as pattern recognition, reconstruction, machine learning, simulation and iterative approaches, molecular modeling, folding, networking, and artificial intelligence. Written by international team of life scientists, this Bioinformatics book provides some updates on bioinformatics methods, resources, approaches, and genome analysis tools useful for molecular sciences, medicine and drug designs, as well as plant sciences and agriculture. I trust chapters of this book should provide advanced knowledge for university students, life science researchers, and interested readers on some latest developments in the bioinformatics field.
Preface
Bioinformatics: Basics, Development, and Future
A Bioinformatics Method for the Production of Antibody-Drug Conjugates Through Site-Specific Cysteine Conjugation
Databases and Algorithms in Allergen Informatics
Bioinformatics for Membrane Lipid Simulations: Models, Computational Methods, and Web Server Tools
Bioinformatics Approaches for Predicting Kinase–Substrate Relationships
Bioinformatics for RNA‐Seq Data Analysis
Application of Bioinformatics Methodologies in the Fields of Skin Biology and Dermatology
The Study of Hepatitis B Virus Using Bioinformatics
Bioinformatics: A Way Forward to Explore “Plant Omics”
Bioinformatics Tools and Genomic Resources Available in Understanding the Structure and Function of Gossypium
Описание
Bioinformatics. Updated Features and Applications — это актуальное введение в одну из самых динамичных областей современной биологии. Под редакцией I. Abdurakhmonov книга рассказывает, как вычислительные методы помогают анализировать огромные объёмы генетических данных, предсказывать структуру белков и решать практические задачи в медицине и сельском хозяйстве.
Издание охватывает как базовые принципы работы с последовательностями ДНК и РНК, так и современные направления: применение машинного обучения, метагеномный анализ, дизайн CRISPR-систем и интеграцию больших данных. Авторы показывают, как инструменты биоинформатики ускоряют исследования и переходят от теории к реальным приложениям.
- студентам и аспирантам биологических и медицинских специальностей
- биологам и генетикам, желающим освоить computational подходы
- специалистам в области data science, интересующимся применением в жизни
- врачам и разработчикам, работающим с персонализированной медициной
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