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Integrative Bioinformatics for Biomedical Big Data

Integrative Bioinformatics for Biomedical Big Data

Integrative Bioinformatics for Biomedical Big Data

A No-Boundary Thinking Approach
Xiuzhen Huang, Cedars-Sinai Medical Center, Los Angeles
Jason H. Moore, Cedars-Sinai Medical Center, Los Angeles
Yu Zhang, Trinity University, Texas
September 2023
Hardback
9781107114302
£49.99
GBP
Hardback
USD
eBook

    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.

    • The first volume that examines the concept of no-boundary thinking (NBT) in biomedical research, it encourages interdisciplinary thinking from the outset so that research is hypothesis-driven rather than data-driven
    • Includes current examples within particular fields of biomedical research and offers practical advice for the successful implementation of integrative approaches in research collaborations
    • Discusses scientific problems surrounding the no-boundary thinking (NBT) approach

    Product details

    September 2023
    Adobe eBook Reader
    9781009463621
    0 pages
    This ISBN is for an eBook version which is distributed on our behalf by a third party.

    Table of Contents

    • 1. No-Boundary thinking Xiuzhen Huang and Jason H. Moore
    • 2. Artificial intelligence approaches to no boundary thinking Jason H. Moore
    • 3. No-boundary thinking in undergraduate bioinformatics education Yu Zhang, Clare Bates Congdon and Matt Hibbs
    • 4. No-boundary course developments Joan Peckham, Bryan Dewsbury, Bindu Nanduri, Andy D. Perkins, Donald C. Wunsch II and Yu Zhang
    • 5. No boundary thinking for transcriptomics and proteomics big data Mariola J. Ferraro, Andy D. Perkins, Mahalingam Ramkumar and Bindu Nanduri
    • 6. Pharmacogenomics Alison Motsinger-Reif
    • 7. The ethical status of an AI James A. Foster and Donald C. Wunsch II
    • 8. Computational thinking and no-boundary (NB) thinking Joan Peckham
    • 9. Carving Nature at the Joints: which Joints? James A. Foster.
      Contributors
    • Xiuzhen Huang, Jason H. Moore, Yu Zhang, Clare Bates Congdon, Matt Hibbs, Joan Peckham, Bryan Dewsbury, Bindu Nanduri, Andy D. Perkins, Donald C. Wunsch II, Mariola J. Ferraro, Mahalingam Ramkumar, Alison Motsinger-Reif, James A. Foster