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Frontiers in psychiatry : artificial intelligence, precision medicine, and other paradigm shifts / Yong-Ku Kim, editor.

Kim, Yong-Ku, editor.
2019
RC454
Available Online
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Title
Frontiers in psychiatry : artificial intelligence, precision medicine, and other paradigm shifts / Yong-Ku Kim, editor.
ISBN
9789813297210 (electronic book)
9813297212 (electronic book)
9789813297203
DOI
https://doi.org/10.1007/978-981-32-9721-0
https://doi.org/10.1007/978-981-32-9
Published
Singapore : Springer, 2019.
Language
English
Description
1 online resource (xi, 641 pages) : illustrations.
Item Number
10.1007/978-981-32-9721-0 doi
10.1007/978-981-32-9
Call Number
RC454
Dewey Decimal Classification
616.89
Summary
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.
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Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed November 11, 2019).
Added Author
Kim, Yong-Ku, editor.
Series
Advances in experimental medicine and biology ; v. 1192.
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Online Access
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Part 1. Challenges and Strategies
Chapter 1. Challenges of Big Data and Discovery Sciences in Psychiatry
Chapter 2. Challenges and Strategies for the Classification of Psychiatric Disorders
Chapter 3. Genetic markers of Alzheimers disease
Chapter 4. Genetic markers in Psychiatry
Chapter 5. Recent advances in Neuroimaging of Small Vessel Disease in Late-life Depression
Part 2. Advances in artificial intelligence technologies
Chapter 6. Artificial Intelligence in Psychiatry
Chapter 7. Machine Learning in Neural Networks: Clinical Opportunity of a Paradigm Shift
Chapter 8. Imaging Connectomics: A new insights for understanding brain diseases
Chapter 9. Development of Neuroimaging-based Biomarkers in Psychiatry: back to the future
Part 3. Research methods for Precision Medicine
Chapter 10. Precision Psychiatry: Biomarker guided Tailored Therapy for Effective Treatment and Prevention
Chapter 11. Women Psychiatry: Do we need a New Paradigm?
Chapter 12. CHILD PSYCHIATRY: What We Know and What We Dont Know on Mood Disorders
Chapter 13. The frontiers of suicide -A global threat or global phenomenon
Part 4. Ongoing paradigm shifts
Chapter 14. Animal Research in psychiatry: a paradigm shift
Chapter 15. Modeling psychiatric diseases with induced pluripotent stem (iPS) cells
Chapter 16. Paradigm Shift in Psychopharmacology and Psychotherapy Research
Chapter 17. More integrated Bio-Psycho-Social approach to Psychiatric Disorders
Chapter 18. Early Identification of Psychiatric Disorders: do we need a paradigm shift?
Part 5. New Theoretical frameworks for Research
Chapter 19. Theoretical psychiatry: Missing link between academic and clinical psychiatry for further scientific and professional maturation of psychiatry
Chapter 20. Theoretical psychiatry and transdisciplinary integrative approach: Stepping stones to precision and person-centered psychiatry
Chapter 21. Developmental Psychopathology: Appli cation to Psychiatry
Chapter 22. Emotion: Concepts and Dysfunctions in Neuropsychiatric Research
Chapter 23. Resilience: A Psychopathological Construct for Psychiatric Disorders
Chapter 24. Inflammation for psychiatric disorders: Fact or Hypothesis
Chapter 25. Smart Healthcare System and Precision Medicine: through the Brain Mechanisms of the Smartphone and Internet Game Addiction
Part 6. Novel interventions
Chapter 26. Telomere-telomerase system in psychiatric disorders and its role in treatment
Chapter 27. Neuromodulation on Cognitive Control of Emotion: a paradigm shift
Chapter 28. Psychobiotics: A paradigm shift in Psychopharmacology
Chapter 29. Digital Interventions for Mental Disorders: Key Features, Efficacy, and Potential for Artificial Intelligence Applications
Chapter 30. Cognitive behavioral therapy for insomnia using internet, mobile application, and wearable devices.

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