精神分裂症患者面部情绪识别交互系统设计

IF 4.8 1区 医学 Q1 PSYCHIATRY Schizophrenia Bulletin Pub Date : 2025-02-18 DOI:10.1093/schbul/sbaf007.001
Xu Li*, Jing Cao
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Therefore, in order to improve the symptoms of schizophrenia patients, a facial emotion recognition interactive system specifically designed for schizophrenia patients is studied and designed, and its application effect in the treatment of schizophrenia patients is analyzed. Methods In the study, 30 patients with schizophrenia were selected, aged between 20 and 50 years old. At the same time, 30 healthy volunteers matched in age, gender, and experimental group were selected as the control group group for the study. Among them, both the experimental group and the control group underwent a basic psychological assessment first, including emotions, sleep status, learning ability, self harm tendency, anxiety, inferiority complex, appetite, relaxation, and other aspects. Specific experimental process: The experimental group used a facial emotion recognition interactive system for 8 weeks of training, 5 times a week, with each session lasting 30 minutes. The system displays images and videos of different facial expressions for patients to recognize and provide feedback, while also providing correct answer prompts and emotional interpretation guidance. The control group engaged in regular daily activities at the same time without any other interventions. After 8 weeks of the experiment, both groups underwent the same psychological evaluation again, there was a statistically significant difference before and after (P<0.05). Results Table 1 shows the results of two experimental tests. After training with a facial emotion recognition interactive system, the experimental group showed significant improvements in emotion recognition, sleep status, self harm tendency, anxiety, inferiority complex, appetite, and relaxation, and all indicators gradually approached the normal level of the control group. Discussion The experimental results indicate that the facial emotion recognition interactive system for patients with schizophrenia has significant therapeutic effects. Through training, patients have significantly improved their facial emotion recognition ability, which has a positive impact on improving their psychological and social abilities. After the experiment, the experimental group showed significant improvements in psychological indicators such as sleep status, self harm tendency, anxiety, inferiority complex, appetite, and ease of mind. 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引用次数: 0

摘要

精神分裂症是一种严重的精神障碍,患者在感知、思维、情绪、行为等方面往往与正常人存在显著差异。目前,面部情绪识别能力受损是精神分裂症患者的常见症状之一。精神分裂症患者难以准确识别他人面部表情所传达的情绪信息,这对他们的生活和学习产生了负面影响。近年来,随着视觉技术的不断发展,在精神分裂症患者的治疗中也有了相应的应用。可以利用面部情绪识别来帮助患者训练情绪感知能力,对患者社会功能的治疗起到一定的作用。因此,为了改善精神分裂症患者的症状,研究设计了一套专门为精神分裂症患者设计的面部情绪识别交互系统,并分析其在精神分裂症患者治疗中的应用效果。方法选取30例精神分裂症患者,年龄在20 ~ 50岁。同时选取年龄、性别、实验组相匹配的健康志愿者30人作为对照组进行研究。其中,实验组和对照组均先进行基本心理评估,包括情绪、睡眠状态、学习能力、自残倾向、焦虑、自卑、食欲、放松等方面。具体实验流程:实验组采用面部情绪识别交互系统进行8周的训练,每周5次,每次30分钟。系统显示不同面部表情的图像和视频,供患者识别和反馈,同时提供正确答案提示和情感解读指导。对照组在没有任何其他干预的情况下,在同一时间进行常规的日常活动。实验8周后,两组再次进行相同的心理评估,前后差异有统计学意义(P<0.05)。表1给出了两次实验的结果。经面部情绪识别交互系统训练后,实验组在情绪识别、睡眠状态、自残倾向、焦虑、自卑、食欲、放松等方面均有显著改善,各项指标逐渐接近对照组的正常水平。实验结果表明,面部情绪识别交互系统对精神分裂症患者具有显著的治疗效果。通过训练,患者的面部情绪识别能力明显提高,对提高患者的心理和社交能力有积极的影响。实验结束后,实验组在睡眠状态、自残倾向、焦虑、自卑、食欲、安心等心理指标上均有显著改善。研究内容也将为精神分裂症患者的治疗提供技术支持。
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1 DESIGN OF FACIAL EMOTION RECOGNITION INTERACTIVE SYSTEM FOR SCHIZOPHRENIA PATIENTS
Background Schizophrenia is a serious mental disorder, and patients often have significant differences from ordinary people in perception, thinking, emotions, and behavior. At present, impaired facial emotion recognition ability is one of the common symptoms of schizophrenia patients. Schizophrenia patients have difficulty accurately recognizing the emotional information conveyed by others’ facial expressions, which has a negative impact on their life and learning. In recent years, with the continuous development of visual technology, it has corresponding applications in the treatment of schizophrenia patients. It can use facial emotion recognition to help patients train their emotional perception ability and play a certain role in the treatment of patients’ social function. Therefore, in order to improve the symptoms of schizophrenia patients, a facial emotion recognition interactive system specifically designed for schizophrenia patients is studied and designed, and its application effect in the treatment of schizophrenia patients is analyzed. Methods In the study, 30 patients with schizophrenia were selected, aged between 20 and 50 years old. At the same time, 30 healthy volunteers matched in age, gender, and experimental group were selected as the control group group for the study. Among them, both the experimental group and the control group underwent a basic psychological assessment first, including emotions, sleep status, learning ability, self harm tendency, anxiety, inferiority complex, appetite, relaxation, and other aspects. Specific experimental process: The experimental group used a facial emotion recognition interactive system for 8 weeks of training, 5 times a week, with each session lasting 30 minutes. The system displays images and videos of different facial expressions for patients to recognize and provide feedback, while also providing correct answer prompts and emotional interpretation guidance. The control group engaged in regular daily activities at the same time without any other interventions. After 8 weeks of the experiment, both groups underwent the same psychological evaluation again, there was a statistically significant difference before and after (P&lt;0.05). Results Table 1 shows the results of two experimental tests. After training with a facial emotion recognition interactive system, the experimental group showed significant improvements in emotion recognition, sleep status, self harm tendency, anxiety, inferiority complex, appetite, and relaxation, and all indicators gradually approached the normal level of the control group. Discussion The experimental results indicate that the facial emotion recognition interactive system for patients with schizophrenia has significant therapeutic effects. Through training, patients have significantly improved their facial emotion recognition ability, which has a positive impact on improving their psychological and social abilities. After the experiment, the experimental group showed significant improvements in psychological indicators such as sleep status, self harm tendency, anxiety, inferiority complex, appetite, and ease of mind. The research content will also provide technical support for the treatment of patients with schizophrenia.
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来源期刊
Schizophrenia Bulletin
Schizophrenia Bulletin 医学-精神病学
CiteScore
11.40
自引率
6.10%
发文量
163
审稿时长
4-8 weeks
期刊介绍: Schizophrenia Bulletin seeks to review recent developments and empirically based hypotheses regarding the etiology and treatment of schizophrenia. We view the field as broad and deep, and will publish new knowledge ranging from the molecular basis to social and cultural factors. We will give new emphasis to translational reports which simultaneously highlight basic neurobiological mechanisms and clinical manifestations. Some of the Bulletin content is invited as special features or manuscripts organized as a theme by special guest editors. Most pages of the Bulletin are devoted to unsolicited manuscripts of high quality that report original data or where we can provide a special venue for a major study or workshop report. Supplement issues are sometimes provided for manuscripts reporting from a recent conference.
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