| Deep Learning in Biology and Medicine Contributor(s): Bacciu, Davide (Editor), Lisboa, Paulo J. G. (Editor), Vellido, Alfredo (Editor) |
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ISBN: 1800610939 ISBN-13: 9781800610934 Publisher: World Scientific Publishing Europe Ltd OUR PRICE: $112.10 Product Type: Hardcover Published: February 2022 |
| Additional Information |
| BISAC Categories: - Computers | Computer Vision & Pattern Recognition - Medical | Biotechnology |
| Dewey: 610.285 |
| LCCN: 2021036691 |
| Physical Information: 0.75" H x 6" W x 9" (1.35 lbs) 332 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |