| 书目名称 | Machine Learning in Biological Sciences | | 副标题 | Updates and Future P | | 编辑 | Shyamasree Ghosh,Rathi Dasgupta | | 视频video | | | 概述 | Gives an overview of machine learning methods, models and different applications in life sciences.Describes the use of ML in studying animal behavior, plant-pathogen interaction.Discusses the future o | | 图书封面 |  | | 描述 | .This book gives an overview of applications of Machine Learning (ML) in diverse fields of biological sciences, including healthcare, animal sciences, agriculture, and plant sciences. Machine learning has major applications in process modelling, computer vision, signal processing, speech recognition, and language understanding and processing and life, and health sciences. It is increasingly used in understanding DNA patterns and in precision medicine. This book is divided into eight major sections, each containing chapters that describe the application of ML in a certain field. The book begins by giving an introduction to ML and the various ML methods. It then covers interesting and timely aspects such as applications in genetics, cell biology, the study of plant-pathogen interactions, and animal behavior. The book discusses computational methods for toxicity prediction of environmental chemicals and drugs, which forms a major domain of research in the field of biology. ..It is of relevance to post-graduate students and researchers interested in exploring the interdisciplinary areas of use of machine learning and deep learning in life sciences.. | | 出版日期 | Book 2022 | | 关键词 | machine learning; artificial intelligence; computational biology; systems biology; biomedicine; neural ne | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-16-8881-2 | | isbn_softcover | 978-981-16-8883-6 | | isbn_ebook | 978-981-16-8881-2 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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发表于 2025-3-21 18:46:02
