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Machine Intelligence for Mental Health Diagnosis: A Systematic Review of Methods, Algorithms, and Key Challenges
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作者 Ravita Chahar Ashutosh Kumar Dubey 《Computers, Materials & Continua》 2026年第1期67-131,共65页
Objective:The increasing global prevalence of mental health disorders highlights the urgent need for the development of innovative diagnostic methods.Conditions such as anxiety,depression,stress,bipolar disorder(BD),a... Objective:The increasing global prevalence of mental health disorders highlights the urgent need for the development of innovative diagnostic methods.Conditions such as anxiety,depression,stress,bipolar disorder(BD),and autism spectrum disorder(ASD)frequently arise from the complex interplay of demographic,biological,and socioeconomic factors,resulting in aggravated symptoms.This review investigates machine intelligence approaches for the early detection and prediction of mental health conditions.Methods:The preferred reporting items for systematic reviews and meta-analyses(PRISMA)framework was employed to conduct a systematic review and analysis covering the period 2018 to 2025.The potential impact of machine intelligence methods was assessed by considering various strategies,hybridization of algorithms,tools,techniques,and datasets,and their applicability.Results:Through a systematic review of studies concentrating on the prediction and evaluation of mental disorders using machine intelligence algorithms,advancements,limitations,and gaps in current methodologies were highlighted.The datasets and tools utilized in these investigations were examined,offering a detailed overview of the status of computational models in understanding and diagnosing mental health disorders.Recent research indicated considerable improvements in diagnostic accuracy and treatment effectiveness,particularly for depression and anxiety,which have shown the greatest methodological diversity and notable advancements in machine intelligence.Conclusions:Despite these improvements,challenges persist,including the need for more diverse datasets,ethical issues surrounding data privacy and algorithmic bias,and obstacles to integrating these technologies into clinical settings.This synthesis emphasizes the transformative potential of machine intelligence in enhancing mental healthcare. 展开更多
关键词 Mental health machine intelligence artificial intelligence deep learning mental disorders diagnostic precision
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Construction of a mental health literacy evaluation index system for adolescents with mental disorders
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作者 Ying-Qiong Ge Xiao-Shuang Ouyang +2 位作者 Zheng-Min Zhu Bi-Can Tan Xiao-Jian Jiang 《World Journal of Psychiatry》 2026年第1期299-311,共13页
BACKGROUND Timely and accurate evaluation of mental disorders in adolescents using appropriate mental health literacy assessment tools is essential for improving their mental health literacy levels.AIM To develop an e... BACKGROUND Timely and accurate evaluation of mental disorders in adolescents using appropriate mental health literacy assessment tools is essential for improving their mental health literacy levels.AIM To develop an evaluation index system for the mental health literacy of adolescent patients with mental disorders,providing a scientific,comprehensive,and reliable tool for the monitoring and intervention of mental health literacy of such patients.METHODS From December 2022 to June 2023,the evaluation index system for mental health literacy of adolescents with mental disorders was developed through literature reviews,semi-structured interviews,expert letter consultations,and the analytic hierarchy process.Based on this index system,a self-assessment questionnaire was compiled and administered to 305 adolescents with mental disorders to test the reliability and validity of the index system.RESULTS The final evaluation index system for mental health literacy of adolescents with mental disorders included 4 first-level indicators,10 second-level indicators,and 52 third-level indicators.The overall Cronbach’sαcoefficient of the index system was 0.957,with a partial reliability of 0.826 and a content validity index of 0.975.The cumulative variance contribution rate of 10 common factors was 66.491%.The correlation coefficients between each dimension and the total questionnaire ranged from 0.672 to 0.724,while the correlation coefficients in each dimension ranged from 0.389 to 0.705.CONCLUSION The evaluation index system for mental health literacy of adolescents with mental disorders,developed in this study,demonstrated notable reliability and validity,making it a valuable tool for evaluating mental health literacy in this population. 展开更多
关键词 Adolescents Mental disorders Mental health literacy Evaluation index system Delphi method
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Inflammation and suicide risk in adolescents with self-injury: Expanding the role of mental health nursing
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作者 Giuliano Anastasi 《World Journal of Psychiatry》 2026年第1期15-19,共5页
Recently,inflammatory cytokine profiles have been linked to suicide risk in adolescents with non-suicidal self-injury,highlighting a promising biological dimension of suicide risk assessment.Clinical translation of th... Recently,inflammatory cytokine profiles have been linked to suicide risk in adolescents with non-suicidal self-injury,highlighting a promising biological dimension of suicide risk assessment.Clinical translation of the cytokine profiles into practice will require frontline engagement of the workforce.Mental health nurses are frequently the most accessible professionals in schools,communities,and low-resource settings and are prime candidates to bridge this gap.By integrating psychosocial evaluation with emerging biomarker data,they can deliver systematic risk assessment,continuous monitoring,and timely intervention.This role would not replace psychiatric expertise;it would extend the reach of psychiatric services,embedding suicide prevention across the continuum of care.For health systems,nurse-led integration may enhance capacity,equity,and resilience in responding to adolescent suicide risk.This editorial demonstrates that empowering nurses to operationalize biomarker-informed strategies is needed for advancing effective and sustainable suicide prevention in this vulnerable population. 展开更多
关键词 SUICIDE SELF-HARM Adolescents BIOMARKER Nursing Mental health PSYCHIATRY
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Navigating the emotional burden: Addressing anxiety and depression across stages of hepatobiliary and pancreatic malignancies
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作者 Mohammad Shahangir Biswas Mosammat Jannatul Mawa 《World Journal of Psychiatry》 2026年第1期7-14,共8页
In this editorial,we comment on the study of the Yu et al on psychological distress in patients with hepatobiliary and pancreatic malignancies.Hepatobiliary and pancreatic malignancies include hepatocellular carcinoma... In this editorial,we comment on the study of the Yu et al on psychological distress in patients with hepatobiliary and pancreatic malignancies.Hepatobiliary and pancreatic malignancies include hepatocellular carcinoma,cholangiocarcinoma,gallbladder cancer and pancreatic cancer.These cancers are among the most aggressive and difficult to treat.Although improvements in surgery,drug treatments and palliative care have led to better survival rates and quality of life,the significant psychological impact on patients remains underrecognized.Anxiety and depression are prevalent at every stage of the disease,from the initial diagnosis to treatment,recurrence and end-of-life care.However,these issues often take a backseat to the urgent need to manage physical symptoms.Mental health challenges can greatly affect how well patients follow treatment plans,recover and their overall outlook.Yu et al explore the causes of psychological distress in hepatobiliary and pancreatic cancers,including disease severity,symptom burden,financial stress and fears about life and death.We highlight the importance of regular mental health screenings,psychological support and teamwork in oncology care.By focusing on emotional health alongside physical treatment,doctors can build resilience,improve outcomes and address a frequently ignored aspect of cancer care. 展开更多
关键词 Depression Anxiety Cancer Mental health Caregiver burden
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Influence of cognitive behavioral therapy-based psychological interventions on psychological well-being and quality of life among laryngeal carcinoma patients
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作者 Hong-Zhu Tao You-Min Deng +1 位作者 Shu-Feng Xia Yan Feng 《World Journal of Psychiatry》 2026年第1期136-144,共9页
BACKGROUND Approximately 30%of patients with head and neck cancer experience adverse effects caused by anxiety and depression.Considering the high prevalence,implementing customized interventions to ease adverse emoti... BACKGROUND Approximately 30%of patients with head and neck cancer experience adverse effects caused by anxiety and depression.Considering the high prevalence,implementing customized interventions to ease adverse emotional states is imperative.AIM To evaluate the efficacy of cognitive behavioral therapy(CBT)-based psychological interventions in improving the psychological well-being and quality of life(QoL)of patients with laryngeal carcinoma.METHODS This study enrolled 120 patients admitted from February 2022 to February 2024.The control group,comprising 50 participants,received standard supportive psychological care,while the research group,consisting 70 participants,underwent CBT-based interventions.Several clinical outcomes were systematically assessed that included postoperative recovery metrics(duration of tracheostomy and nasogastric tube dependence and length of hospitalization),psychological status(Self-Rating Anxiety Scale and Self-Rating Depression Scale),nutritional markers(serum albumin and hemoglobin levels),sleep quality(Self-Rating Scale of Sleep and Athens Insomnia Scale),and QoL(Functional Assessment of Cancer Therapy-Head and Neck).RESULTS The results demonstrated that the research group experienced superior outcomes,with significantly reduced durations of tracheostomy and nasogastric tube dependence,as well as shorter hospital stays,compared with the control group.Additionally,the research group exhibited markedly lower post-intervention Self-Rating Anxiety Scale,Self-Rating Depression Scale,Self-Rating Scale of Sleep,and Athens Insomnia Scale scores,along with minimal but higher change in serum albumin and hemoglobin levels compared with the control group.All five domains of Functional Assessment of Cancer Therapy-Head and Neck showed notable improvements in the research group,exceeding those observed in the control group.CONCLUSION CBT-based psychological support positively affects the mental well-being and QoL of patients with laryngeal carcinoma,highlighting its potential for broader clinical application. 展开更多
关键词 Laryngeal carcinoma Cognitive behavioral therapy Psychological intervention Mental state Quality of life
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Dynamic psychological vulnerability and adaptation in rheumatoid arthritis:Trajectories,predictors,and interventions
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作者 Xue-Meng Chen Xian Cheng Wei Wu 《World Journal of Psychiatry》 2026年第1期32-46,共15页
Rheumatoid arthritis(RA)patients face significant psychological challenges alongside physical symptoms,necessitating a comprehensive understanding of how psychological vulnerability and adaptation patterns evolve thro... Rheumatoid arthritis(RA)patients face significant psychological challenges alongside physical symptoms,necessitating a comprehensive understanding of how psychological vulnerability and adaptation patterns evolve throughout the disease course.This review examined 95 studies(2000-2025)from PubMed,Web of Science,and CNKI databases including longitudinal cohorts,randomized controlled trials,and mixed-methods research,to characterize the complex interplay between biological,psychological,and social factors affecting RA patients’mental health.Findings revealed three distinct vulnerability trajectories(45%persistently low,30%fluctuating improvement,25%persistently high)and four adaptation stages,with critical intervention periods occurring 3-6 months postdiagnosis and during disease flares.Multiple factors significantly influence psychological outcomes,including gender(females showing 1.8-fold increased risk),age(younger patients experiencing 42%higher vulnerability),pain intensity,inflammatory markers,and neuroendocrine dysregulation(48%showing cortisol rhythm disruption).Early psychological intervention(within 3 months of diagnosis)demonstrated robust benefits,reducing depression incidence by 42%with effects persisting 24-36 months,while different modalities showed complementary advantages:Cognitive behavioral therapy for depression(Cohen’s d=0.68),mindfulness for pain acceptance(38%improvement),and peer support for meaning reconstruction(25.6%increase).These findings underscore the importance of integrating routine psychological assessment into standard RA care,developing stage-appropriate interventions,and advancing research toward personalized biopsychosocial approaches that address the dynamic psychological dimensions of the disease. 展开更多
关键词 Rheumatoid arthritis Psychological vulnerability Disease adaptation ability Dynamic changes Mental health
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Exploring artificial intelligence literacy’s role in healthy behaviors and mental health
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作者 Jaewon Lee Jennifer Allen Gyuhyun Choi 《World Journal of Psychiatry》 2026年第1期55-60,共6页
Healthy behavior has long been linked to mental health outcomes.However,the role of artificial intelligence(AI)literacy in shaping healthy behaviors and its potential impact on mental health remains underexplored.This... Healthy behavior has long been linked to mental health outcomes.However,the role of artificial intelligence(AI)literacy in shaping healthy behaviors and its potential impact on mental health remains underexplored.This paper presents a scoping review offering a novel perspective on the intersection of healthy behaviors,mental health,and AI literacy.By examining how individuals’understanding of AI influences their choices regarding nutrition and their susceptibility to mental health issues,the current study explores emerging trends in health behavior decision-making.This emphasizes the need for integrating AI literacy into mental health and health behaviors education,as well as the development of AI-driven tools to support healthier behavior choices.It highlights that individuals with low AI literacy may misinterpret or overly depend on AI guidance,resulting in maladaptive health choices,while those with high AI literacy may be more likely to engage reflectively and sustain positive behaviors.The paper outlines the importance of inclusive education,user-centered design,and community-based support systems to enhance AI literacy for digitally marginalized groups.AI literacy may be positioned as a key determinant of health equity,better allowing for interdisciplinary strategies that empower individuals to make informed,autonomous decisions that promote both physical and mental health. 展开更多
关键词 Artificial intelligence literacy Mental health Healthy behavior Digital health education Technology acceptance
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Psychiatric disorders linked to visual impairment:A review of mental health challenges and interventions across age groups
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作者 Shweta Walia Arvind K Morya 《World Journal of Psychiatry》 2026年第1期61-67,共7页
The intersection of visual impairment and mental health has profound effects on quality of life and warrants attention from healthcare providers,educators,and policymakers.With 20 million children under the age of 14 ... The intersection of visual impairment and mental health has profound effects on quality of life and warrants attention from healthcare providers,educators,and policymakers.With 20 million children under the age of 14 affected globally,older adults also experience significant psychological impact including depression,anxiety,and cognitive impairment.The implications of vision-related challenges extend far beyond mere sight.Depression and anxiety,exacerbated by social isolation and reduced physical activity,underscore the need for comprehensive interventions that address both medical and psychosocial dimensions.By recognizing the profound impact of ocular morbidities like strabismus,myopia,glaucoma,and age-related macular degeneration on mental health and investing in effective treatments and inclusive practices,society can pave the way for a healthier,more equitable future for affected individuals.There is evidence that myopic children experience a higher prevalence of depressive symptoms compared to their normal peers,and interventions like the correction of strabismus can enhance psychological outcome-demonstrating the value of an integrated management approach. 展开更多
关键词 Visual impairment Ocular morbidity Mental health DEPRESSION ANXIETY Psychosocial interventions Quality of life Cognitive impairment Older adults Children
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Risk factors for paternal perinatal depression in Chinese advanced maternal age couples:A regression mixture model
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作者 Xing Yin Juan Du +1 位作者 Shao-Lian Cai Xing-Qiang Chen 《World Journal of Psychiatry》 2026年第1期267-277,共11页
BACKGROUND Paternal perinatal depression(PPD)is closely associated with maternal mental health challenges,marital strain,and adverse child developmental outcomes.Despite its significant impact,PPD remains under-recogn... BACKGROUND Paternal perinatal depression(PPD)is closely associated with maternal mental health challenges,marital strain,and adverse child developmental outcomes.Despite its significant impact,PPD remains under-recognized in family-centered clinical practice.Concurrently,against the backdrop of rising rates of delayed marriage and China’s Maternity Incentive Policy,the proportion of women giving birth at an advanced maternal age is increasing.Nevertheless,research specifically examining PPD among spouses of older mothers remains critically scarce,both in China and globally.AIM To investigate PPD and its influencing factors in Chinese advanced maternal age families.METHODS This cross-sectional study included 358 participants;it was conducted among fathers of pregnant women of advanced maternal age at five hospitals in the Pearl River Delta region of China from September 2023 to June 2024.Data were collected via a general information questionnaire,the Social Support Rating Scale,and the Edinburgh Postnatal Depression Scale.Latent profile analysis and regression mixture models(RMMs)were adopted to analyze the latent PPD types and factors that influenced PPD.RESULTS The incidence of PPD was 16.48%,and three profiles were identified:Low-symptomatic(175 cases,48.89%),monophasic(140 cases,39.10%),and high-symptomatic(43 cases,12.01%).The RMM analysis revealed that first pregnancy,low income(<¥3000/month),part-time work,and a history of abnormal pregnancy were positively associated with the high-symptomatic type(P<0.05).Conversely,high subjective support and support utilization were negatively associated with the high-symptomatic type compared with the low-symptomatic type(P<0.05).Good couple relationships,high objective and subjective support,and high support utilization were negatively associated with monophasic disorder(P<0.05).CONCLUSION PPD incidence is high among Chinese fathers with advanced maternal age partners,and the characteristics of depression are varied.Healthcare practitioners should prioritize individuals with low levels of social support. 展开更多
关键词 Advanced maternal age Paternal perinatal depression Fathers’mental health Regression mixture model Advanced-age pregnancy Latent profile analysis
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A Comprehensive Survey on Federated Learning Applications in Computational Mental Healthcare 被引量:1
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作者 Vajratiya Vajrobol Geetika Jain Saxena +6 位作者 Amit Pundir Sanjeev Singh Akshat Gaurav Savi Bansal Razaz Waheeb Attar Mosiur Rahman Brij B.Gupta 《Computer Modeling in Engineering & Sciences》 SCIE EI 2025年第1期49-90,共42页
Mental health is a significant issue worldwide,and the utilization of technology to assist mental health has seen a growing trend.This aims to alleviate the workload on healthcare professionals and aid individuals.Num... Mental health is a significant issue worldwide,and the utilization of technology to assist mental health has seen a growing trend.This aims to alleviate the workload on healthcare professionals and aid individuals.Numerous applications have been developed to support the challenges in intelligent healthcare systems.However,because mental health data is sensitive,privacy concerns have emerged.Federated learning has gotten some attention.This research reviews the studies on federated learning and mental health related to solving the issue of intelligent healthcare systems.It explores various dimensions of federated learning in mental health,such as datasets(their types and sources),applications categorized based on mental health symptoms,federated mental health frameworks,federated machine learning,federated deep learning,and the benefits of federated learning in mental health applications.This research conducts surveys to evaluate the current state of mental health applications,mainly focusing on the role of Federated Learning(FL)and related privacy and data security concerns.The survey provides valuable insights into how these applications are emerging and evolving,specifically emphasizing FL’s impact. 展开更多
关键词 DEPRESSION emotional recognition intelligent healthcare systems mental health federated learning stress detection sleep behaviour
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Guidelines for the diagnosis and treatment of depressive disorders by integrating Chinese and Western medicine(English edition) 被引量:3
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作者 Lanying Liu Jianjun Wang +16 位作者 Wei Li Jing Gao Wangtao Li Yan Li Liyuan Luo Liyuan Guo Yiying Hu Yongjun Chen Hongyan Chen Lin Yu Bin Fen Hongxiao Jia Zhangjin Zhang Zhaojun Yan Wei Chen Zhangsheng Yu Zhen Wang 《General Psychiatry》 2025年第1期1-15,共15页
INTRODUCTION.Depressive disorders are mental illnesses that seriously affect public health.There are approximately 320 million patients with depression worldwide,accounting for 4.4% of the total disease burden.1Depres... INTRODUCTION.Depressive disorders are mental illnesses that seriously affect public health.There are approximately 320 million patients with depression worldwide,accounting for 4.4% of the total disease burden.1Depression leads to social and occupational impairment,diminished quality of life and an elevated risk of death by suicide. 展开更多
关键词 DIAGNOSIS mental illnesses depressive disorders chinese medicine western medicine TREATMENT
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Burden,stress and depression in caregivers of cirrhosis patients before and after liver transplantation 被引量:2
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作者 Adriano Virches Mariana B Claudino +7 位作者 Maria C Miyazaki Eliane T Miyazaki Renato F Silva Rita C Silva Heitor B Farias Neide A Domingos Randolfo Santos Jr Patricia S Fucuta 《World Journal of Transplantation》 2025年第2期276-287,共12页
BACKGROUND Family caregivers of cirrhosis patients(CPs)often experience burden,stress,and depression.Investigating whether these conditions improve following the patient undergoing liver transplantation(LT)is crucial,... BACKGROUND Family caregivers of cirrhosis patients(CPs)often experience burden,stress,and depression.Investigating whether these conditions improve following the patient undergoing liver transplantation(LT)is crucial,as it would elucidate the compre-hensive benefits of the procedure and demonstrate the positive impacts not only on the patients but also on their caregivers and society.AIM To compare the levels of burden,stress and depression among family caregivers of cirrhotic and liver transplant patients.METHODS This cross-sectional observational study evaluated caregivers of CPs and LT recipients at a quaternary Brazilian hospital.Instruments included identification cards,interview scripts,the caregiver burden scale Inventory,Lipp’s Stress Symptom Inventory,and the Beck Depression Inventory-Second Edition.Psychometric analyses involved confirmatory factor analysis and calculation of McDonald’s omega and composite reliability.Factor scores were compared with the Mann-Whitney U test,with effect size as the rank-biserial correlation coefficient(r).Statistical analysis was performed with R software(P<0.05).RESULTS Seventy-seven CP caregivers and 65 LT recipient caregivers were included.Most were female(CP:85.7%vs LT:84.6%)and the patients’spouses(76.6%vs 63.1%).The median age and caregiving duration were 55.4(23.3-76.3)vs 54.6(25.7-82.1)and 3.9(1-20)vs 8(1.5-24)years,respectively(P=0.001).LT caregivers were less likely to be at risk of overload(21.5%vs 49.4%),to be under stress(33.8%vs 36.4%)and to show symptoms of depression(15.4%vs 35.1%).Compared with LT caregivers,CP caregivers had greater median factor scores for burden(general tension,P=0.012;isolation,P=0.014;disappointment,P=0.004),depression(P=0.008),and stress(P=0.047),with small to moderate effect sizes.The disappointment(r=0.240)and depression(r=0.225)dimensions had the largest effect sizes.CONCLUSION Family caregivers of LT recipients are less likely to exhibit symptoms of burden,stress,and depression,suggesting that the benefits of LT extend to the patients’family members. 展开更多
关键词 Mental disorders Caregiver burden Psychological stress Depressive disorder Chronic disease Liver cirrhosis Transplant recipients Liver transplantation
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Mental Disorder Spectrum in Children and Adolescents from 2014-2022:A Nine-year Epidemiological and Clinical Trend 被引量:1
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作者 Xin-yi Ren Qi Jiang +1 位作者 Hui Chen Jun Tang 《Current Medical Science》 2025年第1期146-153,共8页
Objective This study aimed to analyse the trend of the mental disorder spectrum in children and adolescents from 2014 to 2022 in one city in Central China and to provide actionable recommendations for the prevention a... Objective This study aimed to analyse the trend of the mental disorder spectrum in children and adolescents from 2014 to 2022 in one city in Central China and to provide actionable recommendations for the prevention and management of mental disorders.Methods In this hospital-based retrospective study,we utilized child and adolescent medical records data from the Wuhan Mental Health Center from January 2014 to December 2022 and examined the top 5 mental disorders(schizophrenia,depressive episode,bipolar disorder,pervasive developmental disorder,and unspecified mood disorder)that accounted for the overall proportion of patients admitted.The rank and proportion of these mental disorders,demographic characteristics and disease indicators were analysed.Results There was a significant upwards trend in the number of children and adolescents diagnosed with mental disorders over the past 9 years,with a sharp decline in 2020 due to the COVID-19 pandemic,followed by a rebound in 2021 and a sustained level above prepandemic figures by 2022.The average age of hospitalization decreased significantly from 20.7 to 16.2 years,with a marked increase in the 12-17-year-old age group.The proportion of female hospitalizations increased from 39.2%to 55.2%,with a corresponding decrease in male hospitalizations.There was a notable decrease in the proportion of schizophrenia cases and an ascent of depressive episode to the most prevalent position.Conclusion This study emphasizes the critical need for targeted interventions and resources for severe mental disorders in children and adolescents and the importance of early detection and management of mental disorders to mitigate long-term effects on well-being and development. 展开更多
关键词 Mental disorders Adolescents Children HOSPITALIZATION
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Optimizing perimenopausal mental health by integrating precision biomarkers, digital health interventions, and psychosocial care 被引量:1
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作者 Uchenna E Okpete Haewon Byeon 《World Journal of Psychiatry》 2025年第7期300-309,共10页
This study addressed the critical need for an integrated,personalized approach to perimenopausal mental health,addressing both biological and psychosocial fac-tors.Current research highlighted the influence of hormona... This study addressed the critical need for an integrated,personalized approach to perimenopausal mental health,addressing both biological and psychosocial fac-tors.Current research highlighted the influence of hormonal fluctuations,genetic predispositions,and lifestyle factors in shaping perimenopausal mental health outcomes.This transitional period is marked by significant hormonal fluctuations contributing to heightened anxiety,depression,and sleep disturbances,affecting the women’s quality of life.Traditional pharmacological treatments,including selective serotonin reuptake inhibitors and hormone replacement therapy,have limitations due to variable efficacy and side effects,emphasizing the need for precision medicine.Advancements in pharmacogenomics and metabolomics provide new avenues for individualized treatments,with genetic markers(e.g.,Solute carrier organic anion transporter family member 1B1,estrogen receptor 1/estrogen receptor 2,and tachykinin receptor 3)guiding hormone therapy resp-onses.Emerging digital health technologies,such as artificial intelligence-driven diagnostics,wearable monitoring,and telehealth platforms,offer scalable,real-time mental health support,though regulatory and clinical validation challenges remain.Furthermore,integrative treatment models combining hormone-based therapy with non-pharmacological interventions demonstrate significant efficacy in alleviating perimenopausal symptoms.Future directions should prioritize the clinical validation and ethical implementation of digital health solutions,ensuring safety,efficacy,and user accessibility.A multidisciplinary,patient-centric model,incorporating genetics,endocrinology,digital health,and psychosocial interventions,is essential for optimizing perimenopausal mental health outcomes. 展开更多
关键词 PERIMENOPAUSE Mental health ANXIETY DEPRESSION Hormone replacement therapy Cognitive-behavioral therapy Personalized care PHARMACOGENOMICS Digital health
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Breaking the cycle:Psychological and social dimensions of pediatric functional gastrointestinal disorders 被引量:1
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作者 Mohammed Al-Beltagi Nermin K Saeed +1 位作者 Adel S Bediwy Reem Elbeltagi 《World Journal of Clinical Pediatrics》 2025年第2期137-175,共39页
BACKGROUND Functional gastrointestinal disorders(FGIDs)in children present with chronic symptoms like abdominal pain,diarrhea,and constipation without identifiable structural abnormalities.These disorders are closely ... BACKGROUND Functional gastrointestinal disorders(FGIDs)in children present with chronic symptoms like abdominal pain,diarrhea,and constipation without identifiable structural abnormalities.These disorders are closely linked to gut-brain axis dysfunction,altered gut microbiota,and psychosocial stress,leading to psychia-tric comorbidities such as anxiety,depression,and behavioral issues.Under-standing this bidirectional relationship is crucial for developing effective,holistic management strategies that address physical and mental health.AIM To examine the psychiatric impacts of FGIDs in children,focusing on anxiety and depression and their association with other neurodevelopmental disorders of childhood,such as attention-deficit/hyperactivity disorder,emphasizing the role of the gut-brain axis,emotional dysregulation,and psychosocial stress.Key mechanisms explored include neurotransmitter dysregulation,microbiota imbalance,central sensitization,heightening stress reactivity,emotional dysregulation,and symptom perception.The review also evaluates the role of family dynamics and coping strategies in exacerbating FGID symptoms and contributing to psychiatric conditions.METHODS A narrative review was conducted using 328 studies sourced from PubMed,Scopus,and Google Scholar,covering research published over the past 20 years.Inclusion criteria focused on studies examining FGID diagnosis,gut-brain mechanisms,psychiatric comorbidities,and psychosocial factors in pediatric populations.FGIDs commonly affecting children,including functional constipation,abdominal pain,irritable bowel syndrome,gastroesophageal reflux,and cyclic vomiting syndrome,were analyzed concerning their psychological impacts.RESULTS The review highlights a strong connection between FGIDs and psychiatric symptoms,mediated by gut-brain axis dysfunction,dysregulated microbiota,and central sensitization.These physiological disruptions increase children’s vulnerability to anxiety and depression,while psychosocial factors-such as chronic stress,early-life trauma,maladaptive family dynamics,and ineffective coping strategies-intensify the cycle of gastrointestinal and emotional distress.CONCLUSION Effective management of FGIDs requires a biopsychosocial approach integrating medical,psychological,and dietary interventions.Parental education,early intervention,and multidisciplinary care coordination are critical in mitigating long-term psychological impacts and improving both gastrointestinal and mental health outcomes in children with FGIDs. 展开更多
关键词 Functional gastrointestinal disorders Psychiatric comorbidities Gut-brain axis Pediatric mental health Psychosocial stress
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Mindfulness-based stress reduction and mental health in department of emergency nurses:A narrative review 被引量:1
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作者 Rong-Rong Zhou Ling-Long Chen Le-Dan Lin 《World Journal of Psychiatry》 2025年第9期111-117,共7页
Emergency department nurses face severe occupational stress leading to anxiety,depression,and burnout,which significantly impair their well-being and patientcare quality.This narrative review examined the role of mind... Emergency department nurses face severe occupational stress leading to anxiety,depression,and burnout,which significantly impair their well-being and patientcare quality.This narrative review examined the role of mindfulness-based stress reduction(MBSR)in addressing these challenges.Rooted in nonjudgmental present-moment awareness,MBSR enhances emotional regulation and reduces psychological distress by fostering adaptive coping strategies.Studies have demonstrated its efficacy in lowering anxiety,depressive symptoms,and emotional exhaustion,while improving workplace well-being,empathy,and job satisfaction.Mechanistically,MBSR improves interoceptive awareness and autonomic balance,as evidenced by physiological markers such as heart rate variability.However,gaps remain in long-term efficacy assessments,personalized interventions,and integration with multidisciplinary approaches.Future research should prioritize tailored biomarker-driven programs,longitudinal studies,and scalable implementation strategies in high-stress clinical settings.This review underscores MBSR’s potential as a sustainable,evidence-based tool to enhance emergency department nurses’mental health and professional performance,advocating for broader adoption and further refinement of its practical applications. 展开更多
关键词 Job satisfaction Emotional regulation Mental health Occupational stress Mindfulness-based stress reduction Emergency department nurses
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Ethical governance of clinical research on the brain-computer interface for mental disorders:a modified Delphi study 被引量:1
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作者 Qing Zhang Chen Zhang +6 位作者 Haiqing Ji Jing Chen Xingchao Wang Tianhong Zhang Pinan Liu Zhen Wang Yifeng Xu 《General Psychiatry》 2025年第4期308-318,共11页
Background Clinical brain-computer interface(BCI)for mental disorders is an emerging interdisciplinary research field,posing new ethical concerns and challenges,yet lacking practical ethical governance guidelines for ... Background Clinical brain-computer interface(BCI)for mental disorders is an emerging interdisciplinary research field,posing new ethical concerns and challenges,yet lacking practical ethical governance guidelines for stakeholders and the entire community.Aims This study aims to establish a multidisciplinary consensus of principles for ethical governance of clinical BCI research for mental disorders and offer practical ethical guidance to stakeholders involved.Methods A systematic literature review,symposium and roundtable discussions,and a pre-Delphi(round 0)survey were conducted to form the questionnaire for the three-round modified Delphi study.Two rounds of surveys,followed by a third round of independent interviews of 25 experts from BCI-related research domains,were involved.We conducted quantitative analysis of responses and agreements among experts to reveal the consensus and differences regarding the ethical governance of mental BCI research from a multidisciplinary perspective.Results The Delphi panel emphasised important concerns of ethical review practices and ethical principles within the BCI context,identified qualified and highly influential institutions and personnel in conducting and advancing clinical BCI research,and recognised prioritised aspects in the risk-benefit evaluation.Experts expressed diverse opinions on specific ethical concerns,including concerns about invasive technology,its impact on humanity and potential social consequences.Agreement was reached that the practices of ethical governance of clinical BCI for mental disorders should focus on patient voluntariness,autonomy,long-term effects and related assessments of BCI interventions,as well as privacy protection,transparent reporting and ensuring that the research is conducted in qualified institutions with strong data security.Conclusions Ethical governance of clinical research on BCI for mental disorders should include interdisciplinary experts to balance various needs and incorporate the expertise of different stakeholders to avoid serious ethical issues.It requires scientifically grounded approaches,continuous monitoring and interdisciplinary collaboration to ensure evidence-based policies,comprehensive risk assessments and transparency,thereby promoting responsible innovations and protecting patient rights and well-being. 展开更多
关键词 modified Delphi study ethical governance mental disorders establish multidisciplinary consensus principles systematic literature reviewsymposium clinical brain computer interface interdisciplinary research ethical principles
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Possible Classifications of Social Network Addiction:A Latent Profile Analysis of Chinese College Students 被引量:1
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作者 Lin Luo Junfeng Yuan +4 位作者 Yanling Wang Rui Zhu HuilinXu Siyuan Bi Zhongge Zhang 《International Journal of Mental Health Promotion》 2025年第6期863-876,共14页
Objectives:SocialNetworkAddiction(SNA)is becoming increasingly prevalent among college students;however,there remains a lack of consensus regarding the measurement tools and their optimal cutoff score.This study aims ... Objectives:SocialNetworkAddiction(SNA)is becoming increasingly prevalent among college students;however,there remains a lack of consensus regarding the measurement tools and their optimal cutoff score.This study aims to validate the 21-item SocialNetwork Addiction Scale-Chinese(SNAS-C)in its Chinese version and to determine its optimal cutoff score for identifying potential SNA cases within the college student population.Methods:A crosssectional survey was conducted,recruiting 3387 college students.Latent profile analysis(LPA)and receiver operating characteristic(ROC)curve analysis were employed to establish the optimal cutoff score for the validated 21-item SNAS-C.Results:Three profile models were selected based on multiple statistical criteria,classifying participants into low-risk,moderate-risk,and high-risk groups.The highest-risk group was defined as“positive”for SNA,while the remaining groups were considered“negative”,serving as the reference standard for ROC analysis.The optimal cutoff score was determined to be 72(sensitivity:98.2%,specificity:96.86%),with an overall classification accuracy of 97.0%.The“positive”group reported significantly higher frequency of social network usage,greater digitalmedia dependence scores,and a higher incidence of network addiction.Conclusion:This study identified the optimal cutoff score for the SNAS-C as≥72,demonstrating high sensitivity,specificity,and diagnostic accuracy.This threshold effectively distinguishes between high-risk and low-risk SNA. 展开更多
关键词 Social network addiction mental health latent profile analysis(LPA) receiver operating characteristic(ROC) social networking addiction scale-Chinese(SNAS-C)
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Metaverse for mental health disorders:Opportunities and challenges
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作者 Subho Chakrabarti 《World Journal of Clinical Cases》 SCIE 2025年第4期8-14,共7页
Several articles on the mental health impact of the metaverse and the need to balance its potential benefits with the risks of metaverse use has recently published.The metaverse consists of a combination of immersive ... Several articles on the mental health impact of the metaverse and the need to balance its potential benefits with the risks of metaverse use has recently published.The metaverse consists of a combination of immersive technologies and artificial intelligence algorithms.The metaverse differs from the preceding digital psychiatric interventions due to its complex structure and interactions between components.The diverse functions of the metaverse ensure that it may have a substantial impact on mental health.However,the evidence for its efficacy in treating mental health disorders is limited to a few trials.The mental health benefits of immersive technologies are well-documented and suggest that metaverse-based psychiatric treatment may be similarly efficacious.The mental health risks of the metaverse are largely unknown,and it is not clear whether they will be greater than other digital psychiatric interventions.Much more research is needed to determine whether metaverse-based psychiatric treatment will meet the standards of appropriate mental healthcare. 展开更多
关键词 Metaverse Mental health BENEFITS RISKS CHALLENGES
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Comprehensive bibliometric analysis of pharmacotherapy for bipolar disorders:Present trends and future directions
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作者 Bo-Fan Chen Li Liu +13 位作者 Fang-Zhen Lin Hai-Min Zeng Hai-Qiang Huang Chun-Fang Zhang Cong-Cong Liu Xiang Chen Jie Peng Yun-Fa Wang Zhi-Lin Wang Bin Chen De-Le Liu Yun Liu Zheng-Zheng Li Xin-Xing Zeng 《World Journal of Psychiatry》 SCIE 2025年第1期153-167,共15页
BACKGROUND Bipolar disorder(BD)is a severe mental illness characterized by significant mood swings.Effective drug treatment modalities are crucial for managing BD.AIM To analyze the current status and future trends of... BACKGROUND Bipolar disorder(BD)is a severe mental illness characterized by significant mood swings.Effective drug treatment modalities are crucial for managing BD.AIM To analyze the current status and future trends of global research on BD drug treatment over the last decade.METHODS The Web of Science Core Collection database spanning from 2015 to 2024 was utilized to retrieve literature related to BD drug treatment.A total of 2624 articles were extracted.Data visualization and analysis were conducted using CiteSpace,VOSviewer,Pajek,Scimago Graphica,and R-studio bibliometrix to identify RESULTS The United States,China,and the United Kingdom have made the most significant contributions to research on BD drug treatment and formed notable research collaboration networks.The University of Pittsburgh,Massachusetts General Hospital,and the University of Michigan have been identified as the major research institutions in this field.The Journal of Affective Disorders is the most influential journal.A keyword analysis revealed research hotspots related to clinical symptoms,drug efficacy,and genetic mechanisms.A citation analysis identified the management guidelines published by Yatham et al in 2018 as the most cited paper.CONCLUSION This study provides a detailed overview of the field of BD drug treatment,highlighting key contributors,research hotspots,and future directions.The study findings can be employed as a reference for future research and policymaking,which may enable further development and optimization of BD pharmacotherapy. 展开更多
关键词 Bipolar disorder Drug treatment Bibliometric analysis VISUALIZATION Mental disorder
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