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Advanced AI techniques and applications in bioinformatics

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advanced AI techniques and applications in bioinformatics/ edited by Loveleen Gaur ... [et al.].
其他作者:	Gaur, Loveleen.
出版者:	Boca Raton, FL :CRC Press, : 2022.,
面頁冊數:	1 online resource.
附註:	Includes index.
標題:	Bioinformatics. -
電子資源:	https://www.taylorfrancis.com/books/9781003126164
ISBN:	9781003126164

Advanced AI techniques and applications in bioinformatics
Advanced AI techniques and applications in bioinformatics[electronic resource] /edited by Loveleen Gaur ... [et al.]. - 1st ed. - Boca Raton, FL :CRC Press,2022. - 1 online resource. - Smart and intelligent computing in engineering. - Smart and intelligent computing in engineering..

Includes index.

"The advanced AI techniques are essential for resolving various problematic aspects emerging in the field of bioinformatics. This book covers the recent approaches in artificial intelligence and machine learning methods and their applications in Genome and Gene editing, cancer drug discovery classification, and the protein folding algorithms among others. Deep learning, which is widely used in image processing, is also applicable in bioinformatics as one of the most popular artificial intelligence approaches. The wide range of applications discussed in this book are an indispensable resource for computer scientists, engineers, biologists, mathematicians, physicians, and medical informaticists. Features: Focusses on the cross-disciplinary relation between computer science and biology and the role of machine learning methods in resolving complex problems in bioinformatics Provides a comprehensive and balanced blend of topics and applications using various advanced algorithms Presents cutting-edge research methodologies in the area of AI methods when applied to bioinformatics and innovative solutions Discusses the AI/ML techniques, their use, and their potential for use in common and future bioinformatics applications Includes recent achievements in AI and bioinformatics contributed by a global team of researchers"--

ISBN: 9781003126164Subjects--Topical Terms:

553671
Bioinformatics.

LC Class. No.: QH324.25

Dewey Class. No.: 570.285

Advanced AI techniques and applications in bioinformatics
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500 $a Includes index.
520 $a "The advanced AI techniques are essential for resolving various problematic aspects emerging in the field of bioinformatics. This book covers the recent approaches in artificial intelligence and machine learning methods and their applications in Genome and Gene editing, cancer drug discovery classification, and the protein folding algorithms among others. Deep learning, which is widely used in image processing, is also applicable in bioinformatics as one of the most popular artificial intelligence approaches. The wide range of applications discussed in this book are an indispensable resource for computer scientists, engineers, biologists, mathematicians, physicians, and medical informaticists. Features: Focusses on the cross-disciplinary relation between computer science and biology and the role of machine learning methods in resolving complex problems in bioinformatics Provides a comprehensive and balanced blend of topics and applications using various advanced algorithms Presents cutting-edge research methodologies in the area of AI methods when applied to bioinformatics and innovative solutions Discusses the AI/ML techniques, their use, and their potential for use in common and future bioinformatics applications Includes recent achievements in AI and bioinformatics contributed by a global team of researchers"-- $c Provided by publisher.
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