Analysis of therapeutic effect of subliminal cognition combined with hypnotherapy on anxiety disorder via neural network

ABSTRACT

Hypnotherapy combined with cognitive therapy is an effective way to intervene anxiety problems, which also responds to the call that using hypnotherapy to treat somatic disorders should become a trend in the future. This paper constructs an evaluation index of the intervention effect of cognitive hypnotherapy on anxiety patients, and then uses neural network to evaluate its effect. At last, we have completed the following work: 1) This paper constructs the theoretical basis related to this topic after searching and sorting out the related literature on anxiety disorders and hypnotherapy at home and abroad. 2) This paper constructs the evaluation index system of the intervention effect of cognitive hypnotherapy on anxiety patients, and then introduces the basic principle and structure of DBN model. 3) Experiments are used to determine the best values for the DBN model’s parameters. To accomplish this, you will need to input the experimental data into the trained model and compare the evaluation results from experts with the model’s predictions. The experimental findings of this study demonstrate the great accuracy of the DBN model presented in this work for assessing the effectiveness of cognitive combination hypnotherapy for anxiety disorders.

KEYWORDS:

• Anxiety disorder
• hypnotherapy
• cognitive therapy
• neural network

Disclosure statement

No potential conflict of interest was reported by the author(s).

Data sharing agreement

Data sharing not applicable to this article as no datasets were generated or analysed during the current study.

Declaration of interest statement

The author(s) declared no potential conflicts of interest with respect to the research, author- ship, and/or publication of this article.

Additional information

Funding

The work was supported by  The Effect of Group Cognitive Behavior Combined Hypnotherapy on Neuroendocrine and Physical Symptoms [NMUB20210235].

Notes on contributors

Hanyue Zhang

Hanyue Zhang, Postgraduate degree Research direction: psychiatry and psychology. He is currently working in the Department of Medical Psychology, Brain Hospital Affiliated to Nanjing Medical University, and has received continuous training in cognitive behavioral therapy and clinical hypnosis techniques.

Xuejiao Yuan

Xuejiao Yuan, bachelor degree, currently working in the Brain Hospital Affiliated to Nanjing Medical University, and currently the head nurse of the Department of Medical Psychology of Nanjing Brain Hospital.

Norhasmah Binti Mohd Zain

Norhasmah Binti Mohd Zain, Ph.D., is currently a doctoral supervisor in Nursing, School of Health Sciences Universiti Sains Malaysia Malaysia.

Ying Gao

Ying Gao, with a bachelor’s degree, works in the Brain Hospital Affiliated to Nanjing Medical University, and is currently the chief head nurse of the Nanjing Department of Brain Medicine and Psychology.