MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02938nmm a2200313 a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20230705152853.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
210728s2022 nju ob 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2021036691 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781800610941 |
| Qualifying information |
(ebook) |
|
|---|
| International Standard Book Number |
1800610947 |
| Qualifying information |
(ebook) |
|
|---|
| Canceled/invalid ISBN |
9781800610934 |
| Qualifying information |
(hbk.) |
|
|---|
| Canceled/invalid ISBN |
1800610939 |
| Qualifying information |
(hbk.) |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
610.285 |
| Edition number |
23 |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Deep learning in biology and medicine |
| Medium |
[electronic resource] / |
| Statement of responsibility, etc. |
editors, Davide Bacciu, Paulo J.G. Lisboa, Alfredo Vellido. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
New Jersey : |
| Name of publisher, distributor, etc. |
World Scientific, |
| Date of publication, distribution, etc. |
2022. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource (332 p.) |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and index. |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Introduction -- Deep learning for medical imaging -- The evolution of mining electronic health records in the era of deep learning -- Natural language technologies in the biomedical domain -- Metabolically driven latent space learning for gene expression data -- Deep learning in cheminformatics -- Deep learning methods for network biology -- The need for interpretable and explainable deep learning in medicine and healthcare -- Ethical, societal and legal issues in deep learning for healthcare. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
"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"-- |
| Assigning source |
Publisher's website. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Medical informatics. |
| 9 (RLIN) |
22457 |
|
|---|
| Topical term or geographic name entry element |
Artificial intelligence |
| General subdivision |
Medical applications. |
| 9 (RLIN) |
22458 |
|
|---|
| Topical term or geographic name entry element |
Bioinformatics. |
| 9 (RLIN) |
22459 |
| 655 ## - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Electronic books. |
| 9 (RLIN) |
22460 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Bacciu, Davide. |
| 9 (RLIN) |
22461 |
|
|---|
| Personal name |
Lisboa, P. J. G. |
| Fuller form of name |
(Paulo J. G.), |
| Dates associated with a name |
1958- |
| 9 (RLIN) |
22462 |
|
|---|
| Personal name |
Vellido, Alfredo. |
| 9 (RLIN) |
22463 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://www.worldscientific.com/worldscibooks/10.1142/q0322#t=toc">https://www.worldscientific.com/worldscibooks/10.1142/q0322#t=toc</a> |
| Public note |
Access to full text is restricted to subscribers. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
e-Book |
