Deep Learning in Biology and Medicine
Bacciu, Davide, Lisboa, Paulo J. G., Vellido, Alfredo
- 出版商: World Scientific Pub
- 出版日期: 2022-02-15
- 售價: $4,590
- 貴賓價: 9.5 折 $4,361
- 語言: 英文
- 頁數: 268
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1800610939
- ISBN-13: 9781800610934
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相關分類:
DeepLearning
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商品描述
Biology, medicine and bio-chemistry have become data-centric fields for which Deep Learning methods are delivering ground-breaking results. Addressing high impact challenges, Deep Learning in Biology and Medicine provides an accessible and organic collection of Deep Learning essays on bioinformatics and medicine. It caters for a wide readership, ranging from machine learning practitioners and data scientists seeking methodological knowledge to address biomedical applications, to life science specialists in search of a gentle reference for advanced data analytics.With contributions from internationally renowned experts, the book covers foundational methodologies in a wide spectrum of life science applications including electronic health record processing, diagnostic imaging, text processing, as well as omics-data processing. This survey of consolidated problems is complemented by a selection of advanced applications including cheminformatics and biomedical interaction network analysis. A modern and mindful approach to the use of data-driven methodologies in the life sciences also requires careful consideration of the associated societal, ethical, legal and transparency challenges, covered in the concluding chapters of this book.