Integrative Bioinformatics for Biomedical Big Data: A No-Boundary Thinking Approach

doi:10.1017/9781316335208

The volume and complexity of biological and biomedical research continues to grow exponentially with cutting-edge technologies such as high-throughput sequencing. Unfortunately, bioinformatics analysis is often considered only after data have been generated, which significantly limits the ability to make sense of complex big data. This unique book introduces the idea of No-Boundary Thinking (NBT) in biological and biomedical research, which aims to access, integrate, and synthesize data, information, and knowledge from bioinformatics to define important problems and articulate impactful research questions. This interdisciplinary volume brings together a team of bioinformatics specialists who draw on their own experiences with NBT to illustrate the importance of collaborative science. It will help stimulate discussion and application of NBT, and will appeal to all biomedical researchers looking to maximize their use of bioinformatics for making scientific discoveries.

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Contents

Integrative Bioinformatics for Biomedical Big Data
pp i-ii
A No-Boundary Thinking Approach
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Integrative Bioinformatics for Biomedical Big Data - Title page
pp iii-iii
A No-Boundary Thinking Approach
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Copyright page
pp iv-iv
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Dedication
pp v-vi
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Contents
pp vii-viii
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Contributors
pp ix-x
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1 - No-Boundary Thinking
pp 1-4
- By Xiuzhen Huang, Jason H. Moore
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2 - Artificial Intelligence Approaches to No-Boundary Thinking
pp 5-24
- By Jason H. Moore
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3 - No-Boundary Thinking in Undergraduate Bioinformatics Education
pp 25-44
- By Yu Zhang, Clare Bates Congdon, Matt Hibbs
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4 - No-Boundary Course Developments
pp 45-66
- By Joan Peckham, Bryan Dewsbury, Bindu Nanduri, Andy D. Perkins, Donald C. Wunsch, Yu Zhang
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5 - No-Boundary Thinking for Transcriptomics and Proteomics Big Data
pp 67-86
- By Mariola J. Ferraro, Andy D. Perkins, Mahalingam Ramkumar, Bindu Nanduri
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6 - Pharmacogenomics
pp 87-134
- By Alison Motsinger-Reif
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7 - The Ethical Status of an AI
pp 135-146
- By James A. Foster, Donald C. Wunsch
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8 - Computational Thinking and No-Boundary Thinking
pp 147-155
- By Joan Peckham
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9 - Carving Nature at the Joints: Which Joints?
pp 156-166
- By James A. Foster
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Index
pp 167-172
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Integrative Bioinformatics for Biomedical Big Data

A No-Boundary Thinking Approach

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Contents

Integrative Bioinformatics for Biomedical Big Data
pp i-ii

Integrative Bioinformatics for Biomedical Big Data - Title page
pp iii-iii

Copyright page
pp iv-iv

Dedication
pp v-vi

Contents
pp vii-viii

Contributors
pp ix-x

1 - No-Boundary Thinking
pp 1-4

2 - Artificial Intelligence Approaches to No-Boundary Thinking
pp 5-24

3 - No-Boundary Thinking in Undergraduate Bioinformatics Education
pp 25-44

4 - No-Boundary Course Developments
pp 45-66

5 - No-Boundary Thinking for Transcriptomics and Proteomics Big Data
pp 67-86

6 - Pharmacogenomics
pp 87-134

7 - The Ethical Status of an AI
pp 135-146

8 - Computational Thinking and No-Boundary Thinking
pp 147-155

9 - Carving Nature at the Joints: Which Joints?
pp 156-166

Index
pp 167-172

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Integrative Bioinformatics for Biomedical Big Data

A No-Boundary Thinking Approach

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