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Frontiers in Psychiatry

Artificial Intelligence, Precision Medicine, and Other Paradigm Shifts

  • Yong-Ku Kim
Book

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

Table of contents

  1. Front Matter
    Pages i-xi
  2. Challenges and Strategies

    1. Front Matter
      Pages 1-1
    2. Kyoung-Sae Na, Changsu Han, Yong-Ku Kim
      Pages 3-15
    3. Yong-Ku Kim, Seon-Cheol Park
      Pages 17-25
    4. Matea Nikolac Perkovic, Nela Pivac
      Pages 27-52
    5. Gordana Nedic Erjavec, Dubravka Svob Strac, Lucija Tudor, Marcela Konjevod, Marina Sagud, Nela Pivac
      Pages 53-93
    6. 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. Marc Fakhoury
      Pages 119-125
    3. Eugene Lin, Shih-Jen Tsai
      Pages 127-137
    4. Andrea Insabato, Gustavo Deco, Matthieu Gilson
      Pages 139-158
    5. Orkun Aydin, Pinar Unal Aydin, Ayla Arslan
      Pages 159-195
  4. Research Methods for Precision Psychiatry

    1. Front Matter
      Pages 197-197
    2. Jessica Lydiard, Charles B. Nemeroff
      Pages 199-224
    3. Georgia Balta, Christina Dalla, Nikolaos Kokras
      Pages 225-249
    4. Ho-Jun Lee, Seung-Hyun Kim, Moon-Soo Lee
      Pages 251-261
    5. Soo-Hyun Paik, Dai-Jin Kim
      Pages 263-279
  5. Ongoing Paradigm Shifts

    1. Front Matter
      Pages 281-281
    2. Michel Bourin
      Pages 283-296
    3. Eline van Hugte, Nael Nadif Kasri
      Pages 297-312
    4. Kiwon Kim, Hong Jin Jeon
      Pages 313-329
    5. Seon-Cheol Park, Yong-Ku Kim
      Pages 331-340
    6. Tae Young Lee, Minah Kim, Jun Soo Kwon
      Pages 341-352
  6. New Theoretical Frameworks for Research

    1. Front Matter
      Pages 353-353
    2. Miro Jakovljevic, Ivan Jakovljevic
      Pages 355-398
    3. Miro Jakovljevic, Ivan Jakovljevic
      Pages 399-428
    4. Gonzalo Salazar de Pablo, Julio David Vaquerizo Serrano, Sandra Gómez Vallejo, Javier Sánchez Cerezo, Carmen Moreno Ruiz
      Pages 429-451
    5. Zumrut Duygu Sen, Lejla Colic, Vanessa Kasties, Martin Walter
      Pages 453-477
    6. Amresh Shrivastava, Avinash De Sousa, Pragya Lodha
      Pages 479-489
    7. Sang Won Jeon, Ho-kyoung Yoon, Yong-Ku Kim
      Pages 491-501
    8. Sheikh Shoib, Yong-Ku Kim
      Pages 503-517
  7. Novel Interventions

    1. Front Matter
      Pages 519-519
    2. Meysam Amidfar, Young-Hoon Ko, Yong-Ku Kim
      Pages 545-564
    3. Alper Evrensel, Barış Önen Ünsalver, Mehmet Emin Ceylan
      Pages 565-581
    4. David Daniel Ebert, Mathias Harrer, Jennifer Apolinário-Hagen, Harald Baumeister
      Pages 583-627
    5. Seung-Gul Kang, Yong-Ku Kim
      Pages 629-641

About this book

Introduction

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. The concluding 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.


Keywords

Paradigm shift Psychiatry Precision Artificial intelligence Biomarker

Editors and affiliations

  • Yong-Ku Kim
    • 1
  1. 1.College of MedicineKorea UniversitySeoul, Gyeonggi-doKorea (Republic of)

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-32-9721-0
  • Copyright Information Springer Nature Singapore Pte Ltd. 2019
  • Publisher Name Springer, Singapore
  • eBook Packages Biomedical and Life Sciences
  • Print ISBN 978-981-32-9720-3
  • Online ISBN 978-981-32-9721-0
  • Series Print ISSN 0065-2598
  • Series Online ISSN 2214-8019
  • Buy this book on publisher's site