Book contents
- Mood Disorders
- Mood Disorders
- Copyright page
- Contents
- Contributors
- Preface
- Section 1 General
- Section 2 Anatomical Studies
- Section 3 Functional and Neurochemical Brain Studies
- Section 4 Novel Approaches in Brain Imaging
- Chapter 11 Imaging Genetic and Epigenetic Markers in Mood Disorders
- Chapter 12 fMRI Neurofeedback as Treatment for Depression
- Chapter 13 Functional Near-Infrared Spectroscopy Studies in Mood Disorders
- Chapter 14 Electrophysiological Biomarkers for Mood Disorders
- Chapter 15 Magnetoencephalography Studies in Mood Disorders
- Chapter 16 An Overview of Machine Learning Applications in Mood Disorders
- Section 5 Therapeutic Applications of Neuroimaging in Mood Disorders
- Index
- Plate Section (PDF Only)
- References
Chapter 16 - An Overview of Machine Learning Applications in Mood Disorders
from Section 4 - Novel Approaches in Brain Imaging
Published online by Cambridge University Press: 12 January 2021
- Mood Disorders
- Mood Disorders
- Copyright page
- Contents
- Contributors
- Preface
- Section 1 General
- Section 2 Anatomical Studies
- Section 3 Functional and Neurochemical Brain Studies
- Section 4 Novel Approaches in Brain Imaging
- Chapter 11 Imaging Genetic and Epigenetic Markers in Mood Disorders
- Chapter 12 fMRI Neurofeedback as Treatment for Depression
- Chapter 13 Functional Near-Infrared Spectroscopy Studies in Mood Disorders
- Chapter 14 Electrophysiological Biomarkers for Mood Disorders
- Chapter 15 Magnetoencephalography Studies in Mood Disorders
- Chapter 16 An Overview of Machine Learning Applications in Mood Disorders
- Section 5 Therapeutic Applications of Neuroimaging in Mood Disorders
- Index
- Plate Section (PDF Only)
- References
Summary
Advances in our understanding of the human body and technology have revolutionized modern medicine, allowing us to easily treat many conditions that were once considered a death sentence. The use of an improved understanding of biological processes and the development of disease biomarkers has led to the growth of “precision medicine” – which enables the ability to produce more objective diagnoses through individualized treatments that are more efficient and effective. The core concept of integrating precision medicine into the diagnosis and treatment of disease is now a commonplace and growing in many areas of medicine, notably the use of genomics in oncology.
- Type
- Chapter
- Information
- Mood DisordersBrain Imaging and Therapeutic Implications, pp. 206 - 218Publisher: Cambridge University PressPrint publication year: 2021
References
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