Biologi Molekuler Bioinformatika
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Biologi Molekuler Bioinformatika
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Author : Dwi Listyorini
language : id
Publisher: UMMPress
Release Date : 2020-01-14
Biologi Molekuler Bioinformatika written by Dwi Listyorini and has been published by UMMPress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-14 with Antiques & Collectibles categories.
Buku ini adalah adaptasi dari buku berjudul “Biologi Molekular dan Bioinformatika” (tidak diterbitkan) dan merupakan pengembangan dari buku “Teknik Analisis Molekular: Genetik” yang telah diterbitkan sebelumnya dengan beberapa tambahan khususnya pada bagian analisis RNA dan bioinformatika untuk mengikuti perkembangan kajian dan penelitian di bidang biologi molekular. Tidak jauh berbeda dari buku sebelumnya, buku ini lebih menitikberatkan pada prosedur penelitian sehingga dapat digunakan sebagai panduan praktikum bagi matakuliahmatakuliah Biologi Molekular serta sebagai rujukan prosedur penelitian pada kajian-kajian genetik khususnya di bidang regulasi metabolisme, identifikasi organisme serta kajiankeragaman dan kekerabatannya, dan di bidang regulasi penyakit.
Machine Learning Dalam Bioinformatika
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Author : Lailil Muflikhah
language : id
Publisher: Universitas Brawijaya Press
Release Date : 2021-07-31
Machine Learning Dalam Bioinformatika written by Lailil Muflikhah and has been published by Universitas Brawijaya Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-31 with Computers categories.
Pesatnya kemajuan teknologi informasi yang mengakibatkan mudahnya perolehan data dalam jumlah yang relatif banyak, mendorong banyaknya penelitian menggunakan pendekatan komputasi. Begitu pula dalam bidang biologi molekuler, ledakan data terhadap materi genetika digunakan untuk analisis biologi terhadap gejala alam yang ada, termasuk dalam dunia kedokteran untuk membantu diagnosis pasien terhadap gejala suatu penyakit. Hepatoma merupakan suatu penyakit kanker hati, yang salah satu penyebabnya adalah infeksi virus hepatitis B. Terjadinya penyakit ini relatif lama dalam perkembangannya dari kronis, sirosis dan fibrosis hingga terjadi hepatoma, namun sering terjadi keterlambatan dalam penanganannya. Hal ini disebabkan kurangnya gejala-gejala klinis yang muncul (silent symptoms) hingga mendorong banyaknya penelitian ke arah biologi molekuler dengan menggunakan materi genetika dari pasien untuk membangun aplikasi dengan metode machine learning. Metode ini menggunakan pendekatan komputasi berbasis data dalam membuat rule sehingga mampu mengenali suatu penyakit. Buku ini dapat digunakan sebagai referensi untuk mengembangkan suatu aplikasi diagnosis atau prognosis suatu penyakit dengan menggunakan metode machine learning. Adapun kandungan dari buku ini, dimulai dari latar belakang pentingnya pendekatan machine learning dalam bioinformatika, termasuk konsep dasar dan cakupan machine learning dan bioinformatika. Selanjutnya pembahasan terkait profiling salah satu penyakit, yakni hepatoma menggunakan data sekuen DNA maupun ekspresi gen host. Peranan metode machine learning untuk profiling dikupas secara detail mulai preprocessing, meliputi clustering, seleksi fitur dan reduksi fitur, kemudian penjajaran sekuen DNA hingga deteksi atau prediksi hepatoma. Penjabaran langkah-angkah di setlap metode hingga hasil evaluasi tingkat performansi yang dicapai. Harapan dari penulis, pembaca diharapkan bisa mengerti terkait peranan machine leaming dalam bioinformatika sehingga dapat digunakan sebagai acuan dalam penyelesalan permasalahan kasus nyata dalam bidang biologi khususnya dan dalam bidang kesehatan pada umumnya.
Advances In Bioinformatics
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Author : Vijai Singh
language : en
Publisher: Springer Nature
Release Date : 2021-07-31
Advances In Bioinformatics written by Vijai Singh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-31 with Science categories.
This book presents the latest developments in bioinformatics, highlighting the importance of bioinformatics in genomics, transcriptomics, metabolism and cheminformatics analysis, as well as in drug discovery and development. It covers tools, data mining and analysis, protein analysis, computational vaccine, and drug design. Covering cheminformatics, computational evolutionary biology and the role of next-generation sequencing and neural network analysis, it also discusses the use of bioinformatics tools in the development of precision medicine. This book offers a valuable source of information for not only beginners in bioinformatics, but also for students, researchers, scientists, clinicians, practitioners, policymakers, and stakeholders who are interested in harnessing the potential of bioinformatics in many areas.
Systems Biology And Bioinformatics
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Author : Kayvan Najarian
language : en
Publisher: CRC Press
Release Date : 2009-04-13
Systems Biology And Bioinformatics written by Kayvan Najarian and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-04-13 with Medical categories.
The availability of molecular imaging and measurement systems enables today's biologists to swiftly monitor thousands of genes involved in a host of diseases, a critical factor in specialized drug development. Systems Biology and Bioinformatics: A Computational Approach provides students with a comprehensive collection of the computational methods
Bioinformatics Methods And Protocols
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Author : Stephen Misener
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-02-02
Bioinformatics Methods And Protocols written by Stephen Misener and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-02-02 with Science categories.
Computers have become an essential component of modern biology. They help to manage the vast and increasing amount of biological data and continue to play an integral role in the discovery of new biological relationships. This in silico approach to biology has helped to reshape the modern biological sciences. With the biological revolution now among us, it is imperative that each scientist develop and hone today’s bioinformatics skills, if only at a rudimentary level. Bioinformatics Methods and Protocols was conceived as part of the Methods in Molecular Biology series to meet this challenge and to provide the experienced user with useful tips and an up-to-date overview of current developments. It builds upon the foundation that was provided in the two-volume set published in 1994 entitled Computer Analysis of Sequence Data. We divided Bioinformatics Methods and Protocols into five parts, including a thorough survey of the basic sequence analysis software packages that are available at most institutions, as well as the design and implemen- tion of an essential introductory Bioinformatics course. In addition, we included sections describing specialized noncommercial software, databases, and other resources available as part of the World Wide Web and a stimul- ing discussion of some of the computational challenges biologists now face and likely future solutions.
Bioinformatics
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Author : Jeremy Ramsden
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-04-29
Bioinformatics written by Jeremy Ramsden and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-04-29 with Science categories.
The field of bioinformatics continues to develop energetically. This second edition covers new findings using the formula of the original text. It is self-contained, bringing together the multiple disciplines necessary for a profound grasp of the field.
Bioinformatics And Molecular Evolution
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Author : Paul G. Higgs
language : en
Publisher: John Wiley & Sons
Release Date : 2013-04-30
Bioinformatics And Molecular Evolution written by Paul G. Higgs and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-30 with Science categories.
In the current era of complete genome sequencing, Bioinformatics and Molecular Evolution provides an up-to-date and comprehensive introduction to bioinformatics in the context of evolutionary biology. This accessible text: provides a thorough examination of sequence analysis, biological databases, pattern recognition, and applications to genomics, microarrays, and proteomics emphasizes the theoretical and statistical methods used in bioinformatics programs in a way that is accessible to biological science students places bioinformatics in the context of evolutionary biology, including population genetics, molecular evolution, molecular phylogenetics, and their applications features end-of-chapter problems and self-tests to help students synthesize the materials and apply their understanding is accompanied by a dedicated website - www.blackwellpublishing.com/higgs - containing downloadable sequences, links to web resources, answers to self-test questions, and all artwork in downloadable format (artwork also available to instructors on CD-ROM). This important textbook will equip readers with a thorough understanding of the quantitative methods used in the analysis of molecular evolution, and will be essential reading for advanced undergraduates, graduates, and researchers in molecular biology, genetics, genomics, computational biology, and bioinformatics courses.
Bioinformatics
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Author : Thomas Dandekar
language : en
Publisher: Springer Nature
Release Date : 2023-03-02
Bioinformatics written by Thomas Dandekar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-02 with Science categories.
This book offers a gripping introduction to the fastest growing field of biology with easy-to-follow examples and a well-prepared appendix for the reader to cook up and experience everything right away. The book gets the reader started with the basics, such as how to easily find sequence information and then analyze it. In further chapters, the authors go into the various analysis options from RNA, DNA and proteins to entire metabolic pathways. Exciting examples from biology are chosen in each chapter to illustrate the analysis. Each chapter concludes with an exercise section that immediately puts what has been learned to use. The subject of this book is a must for any biology student, whether undergraduate or graduate, as bioinformatics is now unearthing amazing insights into the molecular basis of all living things. Computer science students and other students from related sciences will get a good introduction to bioinformatics, as biology and current topics (e.g. AI) are systematically introduced step by step alongside the software. Discover the key to life together with the authors and learn to understand the language of life. This book is a translation of the original German 2nd edition Bioinformatik by Thomas Dandekar and Meik Kunz, published by Springer-Verlag GmbH Germany, part of Springer Nature in 2021. The translation was done with the help of artificial intelligence (machine translation by the service DeepL.com). A subsequent human revision was done primarily in terms of content, so that the book will read stylistically differently from a conventional translation. Springer Nature works continuously to further the development of tools for the production of books and on the related technologies to support the authors.
Bioinformatics And Systems Biology
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Author : Frederick Marcus
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-07-22
Bioinformatics And Systems Biology written by Frederick Marcus and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-07-22 with Science categories.
Collaborative research in bioinformatics and systems biology is a key element of modern biology and health research. This book highlights and provides access to many of the methods, environments, results and resources involved, including integral laboratory data generation and experimentation and clinical activities. Collaborative projects embody a research paradigm that connects many of the top scientists, institutions, their resources and research worldwide, resulting in first-class contributions to bioinformatics and systems biology. Central themes include describing processes and results in collaborative research projects using computational biology and providing a guide for researchers to access them. The book is also a practical guide on how science is managed. It shows how collaborative researchers are putting results together in a way accessible to the entire biomedical community.
Bioinformatics
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Author : Andrzej Polanski
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-04-19
Bioinformatics written by Andrzej Polanski and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-04-19 with Computers categories.
This textbook presents mathematical models in bioinformatics and describes biological problems that inspire the computer science tools used to manage the enormous data sets involved. The first part of the book covers mathematical and computational methods, with practical applications presented in the second part. The mathematical presentation avoids unnecessary formalism, while remaining clear and precise. The book closes with a thorough bibliography, reaching from classic research results to very recent findings. This volume is suited for a senior undergraduate or graduate course on bioinformatics, with a strong focus on mathematical and computer science background.
