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Frontiers in Psychiatry

Artificial Intelligence, Precision Medicine, and Other Paradigm Shifts

Editors:

  • Reviews recent and upcoming paradigm shifts in psychiatric research and clinical practice
  • Describes novel research methods and interventions
  • Suggested directions for future study

Part of the book series: Advances in Experimental Medicine and Biology (AEMB, volume 1192)

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Table of contents (30 chapters)

  1. Front Matter

    Pages i-xi
  2. Challenges and Strategies

    1. Front Matter

      Pages 1-1
    2. Big Data and Discovery Sciences in Psychiatry

      • Kyoung-Sae Na, Changsu Han, Yong-Ku Kim
      Pages 3-15
    3. Classification of Psychiatric Disorders

      • Yong-Ku Kim, Seon-Cheol Park
      Pages 17-25
    4. Genetic Markers of Alzheimer’s Disease

      • Matea Nikolac Perkovic, Nela Pivac
      Pages 27-52
    5. Genetic Markers in Psychiatry

      • Gordana Nedic Erjavec, Dubravka Svob Strac, Lucija Tudor, Marcela Konjevod, Marina Sagud, Nela Pivac
      Pages 53-93
    6. Neuroimaging of Small Vessel Disease in Late-Life Depression

      • Nadim S. Farhat, Robert Theiss, Tales Santini, Tamer S. Ibrahim, Howard J. Aizenstein
      Pages 95-115
  3. Advances in Artificial Intelligence Technologies

    1. Front Matter

      Pages 117-117
    2. Artificial Intelligence in Psychiatry

      • Marc Fakhoury
      Pages 119-125
    3. Machine Learning in Neural Networks

      • Eugene Lin, Shih-Jen Tsai
      Pages 127-137
    4. Imaging Connectomics and the Understanding of Brain Diseases

      • Andrea Insabato, Gustavo Deco, Matthieu Gilson
      Pages 139-158
    5. Development of Neuroimaging-Based Biomarkers in Psychiatry

      • Orkun Aydin, Pinar Unal Aydin, Ayla Arslan
      Pages 159-195
  4. Research Methods for Precision Psychiatry

    1. Front Matter

      Pages 197-197
    2. Biomarker-Guided Tailored Therapy

      • Jessica Lydiard, Charles B. Nemeroff
      Pages 199-224
    3. Women’s Psychiatry

      • Georgia Balta, Christina Dalla, Nikolaos Kokras
      Pages 225-249
    4. Understanding Mood Disorders in Children

      • Ho-Jun Lee, Seung-Hyun Kim, Moon-Soo Lee
      Pages 251-261
    5. Smart Healthcare Systems and Precision Medicine

      • Soo-Hyun Paik, Dai-Jin Kim
      Pages 263-279
  5. Ongoing Paradigm Shifts

    1. Front Matter

      Pages 281-281
    2. Animal Research in Psychiatry

      • Michel Bourin
      Pages 283-296
    3. Modeling Psychiatric Diseases with Induced Pluripotent Stem Cells

      • Eline van Hugte, Nael Nadif Kasri
      Pages 297-312

About this book

This book reviews key recent advances and new frontiers within psychiatric research and clinical practice. These advances either represent or are enabling paradigm shifts in the discipline and are influencing how we observe, derive and test hypotheses, and intervene. Progress in information technology is allowing the collection of scattered, fragmented data and the discovery of hidden meanings from stored data, and the impacts on psychiatry are fully explored. Detailed attention is also paid to the applications of artificial intelligence, machine learning, and data science technology in psychiatry and to their role in the development of new hypotheses, which in turn promise to lead to new discoveries and treatments. Emerging research methods for precision medicine are discussed, as are a variety of novel theoretical frameworks for research, such as theoretical psychiatry, the developmental approach to the definition of psychopathology, and the theory of constructed emotion. Theconcluding section considers novel interventions and treatment avenues, including psychobiotics, the use of neuromodulation to augment cognitive control of emotion, and the role of the telomere-telomerase system in psychopharmacological interventions.


Editors and Affiliations

  • College of Medicine, Korea University, Seoul, Gyeonggi-do, Korea (Republic of)

    Yong-Ku Kim

About the editor

Professor Yong-Ku Kim, M.D, Ph.D.,

Department of Psychiatry, College of Medicine, Korea University, South Korea

 

Yong-Ku Kim, MD, PhD is a Professor of Psychiatry at College of Medicine, Korea University. He received a MD degree from College of Medicine, Korea University in 1987 and a PHD in psychiatry from Korea University in 1998. Dr. Kim has been affiliated with Korea University since 1998, first as an assistant professor (1998-2000), then as associated professor (2001-2005), professor (2006- present). For the past 20 years, his professional activities have extended beyond the area of pure clinical or research work. Dr. Kim has well over 200 publications in peer-reviewed international journals, including Biological Psychiatry, Molecular Psychiatry, Clinical Journal of Psychiatry, and Progress in Neuropsychopharmacology and Biological Psychiatry and 30 publications of book chapters and have made over 90 academic presentations in my area of interest. Dr. Kim is a fellow of Collogicum Internationale Neuropsychopharmacologicum, International Society for Affective Disorders, World Federation of the Society of biological Psychiatry. He currently sits on the editorial boards of some leading academic journals in the field of neurobiology, including Progress in Neuropsychopharmacology and Biological Psychiatry, Psychiatry Investigation, Brazilian Journal of Psychiatry, Frontiers of Neuroscience, Frontiers of Psychiatry and Neurology and so on. Dr. Kim is also Editor-in Chief of Current Psychiatry Research and Reviews. Dr. Kim received prestigious awards such as Astrageneca Award and Dr. Paul Janssen Schizophrenia Research Award. Dr. Kim is currently the president of Korean society of Biological Psychiatry (2016-present). 


Bibliographic Information

  • Book Title: Frontiers in Psychiatry

  • Book Subtitle: Artificial Intelligence, Precision Medicine, and Other Paradigm Shifts

  • Editors: Yong-Ku Kim

  • Series Title: Advances in Experimental Medicine and Biology

  • DOI: https://doi.org/10.1007/978-981-32-9721-0

  • Publisher: Springer Singapore

  • eBook Packages: Biomedical and Life Sciences, Biomedical and Life Sciences (R0)

  • Copyright Information: Springer Nature Singapore Pte Ltd. 2019

  • Hardcover ISBN: 978-981-32-9720-3Published: 25 November 2019

  • Softcover ISBN: 978-981-32-9723-4Published: 25 November 2020

  • eBook ISBN: 978-981-32-9721-0Published: 09 November 2019

  • Series ISSN: 0065-2598

  • Series E-ISSN: 2214-8019

  • Edition Number: 1

  • Number of Pages: XI, 641

  • Number of Illustrations: 4 b/w illustrations, 17 illustrations in colour

  • Topics: Molecular Medicine, Neurosciences, Laboratory Medicine, Psychiatry

Buy it now

Buying options

eBook USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access