Machine Learning in Neuroimaging: A New Approach to Understand Acupuncture for Neuroplasticity

المؤلفون المشاركون

He, Zhaoxuan
Sun, Ruirui
Ma, Peihong
Zeng, Fang
Yin, Tao
Tian, Zilei
Xie, Kunnan

المصدر

Neural Plasticity

العدد

المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-14، 14ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2020-08-24

دولة النشر

مصر

عدد الصفحات

14

التخصصات الرئيسية

الأحياء
الطب البشري

الملخص EN

The effects of acupuncture facilitating neural plasticity for treating diseases have been identified by clinical and experimental studies.

In the last two decades, the application of neuroimaging techniques in acupuncture research provided visualized evidence for acupuncture promoting neuroplasticity.

Recently, the integration of machine learning (ML) and neuroimaging techniques becomes a focus in neuroscience and brings a new and promising approach to understand the facilitation of acupuncture on neuroplasticity at the individual level.

This review is aimed at providing an overview of this rapidly growing field by introducing the commonly used ML algorithms in neuroimaging studies briefly and analyzing the characteristics of the acupuncture studies based on ML and neuroimaging, so as to provide references for future research.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Yin, Tao& Ma, Peihong& Tian, Zilei& Xie, Kunnan& He, Zhaoxuan& Sun, Ruirui…[et al.]. 2020. Machine Learning in Neuroimaging: A New Approach to Understand Acupuncture for Neuroplasticity. Neural Plasticity،Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1203053

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Yin, Tao…[et al.]. Machine Learning in Neuroimaging: A New Approach to Understand Acupuncture for Neuroplasticity. Neural Plasticity No. 2020 (2020), pp.1-14.
https://search.emarefa.net/detail/BIM-1203053

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Yin, Tao& Ma, Peihong& Tian, Zilei& Xie, Kunnan& He, Zhaoxuan& Sun, Ruirui…[et al.]. Machine Learning in Neuroimaging: A New Approach to Understand Acupuncture for Neuroplasticity. Neural Plasticity. 2020. Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1203053

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1203053