Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12686)
Part of the book sub series: Lecture Notes in Bioinformatics (LNBI)
Included in the following conference series:
Conference proceedings info: ICCABS 2020.
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About this book
The 6 regular and 5 invited papers presented in this book were carefully reviewed and selected from 16 submissions. The use of high throughput technologies is fundamentally changing the life sciences and leading to the collection of large amounts of biological and medical data. The papers show how the use of this data can help expand our knowledge of fundamental biological processes and improve human health - using novel computational models and advanced analysis algorithms.
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Keywords
- artificial intelligence
- clustering algorithms
- clustering methods
- computer networks
- computer science
- computer systems
- computer vision
- correlation analysis
- data mining
- databases
- education
- engineering
- image analysis
- image processing
- internet
- learning
- machine learning
- mathematics
- signal processing
- telecommunication systems
Table of contents (11 papers)
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Computational Advances in Bio and Medical Sciences
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Computational Advances for Single-Cell Omics Data Analysis
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Computational Advances for Next Generation Sequencing
Other volumes
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Computational Advances in Bio and Medical Sciences
Editors and Affiliations
Bibliographic Information
Book Title: Computational Advances in Bio and Medical Sciences
Book Subtitle: 10th International Conference, ICCABS 2020, Virtual Event, December 10-12, 2020, Revised Selected Papers
Editors: Sumit Kumar Jha, Ion Măndoiu, Sanguthevar Rajasekaran, Pavel Skums, Alex Zelikovsky
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-79290-9
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2021
Softcover ISBN: 978-3-030-79289-3Published: 03 July 2021
eBook ISBN: 978-3-030-79290-9Published: 02 July 2021
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: X, 143
Number of Illustrations: 6 b/w illustrations, 30 illustrations in colour
Topics: Computer Applications, Special Purpose and Application-Based Systems, Computer Communication Networks