MARC details
| 000 -LEADER |
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| fixed length control field |
03659cam a22003978i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
CUTN |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20210706144559.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
190222s2019 nju b 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9789811203572 (hc : alk. paper) |
| 041 ## - LANGUAGE CODE |
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| Language |
English |
| 042 ## - AUTHENTICATION CODE |
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| Authentication code |
pcc |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
610.285 |
| Edition number |
23 |
| Item number |
JEF |
| 245 00 - TITLE STATEMENT |
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| Title |
Application of omics, AI and blockchain in bioinformatics research |
| Statement of responsibility, etc |
edited by Jeffrey J-P Tsai, Asia University, Taiwan and Ka-Lok Ng, Asia University, Taiwan. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
pages cm. |
| 505 2# - FORMATTED CONTENTS NOTE |
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| Contents |
Generalized iterative modeling for clinical omics data analysis / Kung-Hao Liang -- Explainable AI : mining of genotype data identifies complex disease pathways, autism case studies / Matt Spencer, Saad Khan, Zohreh Talebizadeh and Chi-Ren Shyu -- Blockchain for pre-clinical and clinical platform with big data analytics / Yin-Wu Chen and Zonyin Shae. |
| Title |
Contents<br/>Chapter 1. Generalized Iterative Modeling for Clinical Omics Data Analysis<br/>Chapter 2. Explainable AI: Mining of Genotype Data Identifies Complex Disease Pathways — Autism Case Studies<br/>Chapter 3. Blockchain for Pre-clinical and Clinical Platform with Big Data<br/>Chapter 4. Analysis of Circulating Tumor DNA in Patients with Cancer: A Clinical Perspective<br/>Chapter 5. Big Data Computation of Drug Design: From the Natural Products to the Transcriptomic-Based Molecular Development<br/>Chapter 6. A Hybrid Approach Integrating Model-Based Method and Gene Functional Similarity for Cluster Analysis of RNA-Seq Data<br/>Chapter 7. High-Performance Computing for Measurement of Cancer Gene Signatures<br/>Chapter 8. High-Performance Computing in Tandem Mass Spectrometry (MS/MS) Data Processing<br/>Chapter 9. Analysis of Boolean Networks and Boolean Models of Metabolic Networks<br/>Chapter 10. Tensor Decomposition Based Unsupervised Feature Extraction Applied to Bioinformatics<br/>Index |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
"With the increasing availability of omics data and mounting evidence of the usefulness of computational approaches to tackle multi-level data problems in bioinformatics and biomedical research in this post-genomics era, computational biology has been playing an increasingly important role in paving the way as basis for patient-centric healthcare. Two such areas are: (I) implementing AI algorithms supported by biomedical data would deliver significant benefits/improvements towards the goals of precision medicine (II) blockchain technology will enable medical doctors to securely and privately build personal healthcare records, and identify the right therapeutic treatments and predict the progression of the diseases. A follow-up in the publication of our book Computation Methods with Applications in Bioinformatics Analysis (2017), topics in this volume include: clinical bioinformatics, Omics-based data analysis, Artificial Intelligence (AI), blockchain, big data analytics, drug discovery, RNA-seq analysis, tensor decomposition and Boolean network"-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Life sciences |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Biotechnology |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Biomedical engineering |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Bioinformatics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Blockchains (Databases) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Artificial intelligence. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Tsai, Jeffrey J.-P., |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Ng, Ka-Lok, |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
General Books |
| 263 ## - PROJECTED PUBLICATION DATE |
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| Projected publication date |
1908 |
| 490 0# - SERIES STATEMENT |
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| Series statement |
Advanced series in electrical and computer engineering ; |
| Volume number/sequential designation |
volume 21 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc |
Includes bibliographical references and index. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| 9 (RLIN) |
4 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| General subdivision |
Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| General subdivision |
Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| General subdivision |
Data processing. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Relator term |
editor. |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
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| a |
7 |
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cbc |
| c |
orignew |
| d |
1 |
| e |
ecip |
| f |
20 |
| g |
y-gencatlg |
