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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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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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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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Relationship between the use of smart medical services and mental health status
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作者 Elif Sarac 《World Journal of Psychiatry》 SCIE 2025年第1期21-25,共5页
In this editorial,I comment on the article by Zhang et al.To emphasize the importance of the topic,I discuss the relationship between the use of smart medical devices and mental health.Smart medical services have the ... In this editorial,I comment on the article by Zhang et al.To emphasize the importance of the topic,I discuss the relationship between the use of smart medical devices and mental health.Smart medical services have the potential to positively influence mental health by providing monitoring,insights,and inter-ventions.However,they also come with challenges that need to be addressed.Understanding the primary purpose for which individuals use these smart tech-nologies is essential to tailoring them to specific mental health needs and prefe-rences. 展开更多
关键词 Smart devices Medical service USAGE PEOPLE RELATIONSHIP Mental health status
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Posttraumatic stress symptoms among Chinese university students during the COVID-19 pandemic:Prevalence,correlates,and mental health help-seeking
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作者 Rui-Yao Wu Lin-Feng Ge Bao-Liang Zhong 《World Journal of Psychiatry》 SCIE 2025年第1期145-152,共8页
BACKGROUND Revisiting the epidemiology of posttraumatic stress symptoms(PTSSs)among university students during the coronavirus disease 2019(COVID-19)pandemic as well as understanding the mental health help-seeking beh... BACKGROUND Revisiting the epidemiology of posttraumatic stress symptoms(PTSSs)among university students during the coronavirus disease 2019(COVID-19)pandemic as well as understanding the mental health help-seeking behavior of individuals with PTSSs has critical implications for public mental health strategies in future medical pandemics.AIM To investigate the prevalence and correlates of PTSSs among university students during the first wave of the COVID-19 pandemic in China and to examine mental health help-seeking behaviors among these students.METHODS A total of 2507 Chinese university students were recruited via snowball sampling.The students completed the Seven-item Screening Scale for Post-traumatic Stress Disorder during the first wave of the COVID-19 pandemic in China.Sociodemo-graphic characteristics,pandemic-related characteristics,and mental health help-seeking behaviors of students with PTSSs were also collected.RESULTS The prevalence of PTSSs among the participants was 28.0%.Seven significant correlates of PTSSs were identified(odds ratio=1.23-3.65,P≤0.024):Female sex,being 19 years old or older,living with others or alone,a low level of family economic status,fair or poor interpersonal relationships,severe or very severe local pandemic,and having family members diagnosed with COVID-19.However,only 3.28%of the students with PTSSs reported seeking help from mental health specialists.Among the 23 students who sought help from mental health specialists,13 opted for online or telephone-based psychological consultation.CONCLUSION Our data suggest that there was a high risk of PTSSs among university students and a high level of unmet mental health needs during the COVID-19 pandemic.The delivery of mental health services online or via telephone is a promising approach to address these unmet needs. 展开更多
关键词 Posttraumatic stress symptoms University students COVID-19 Mental health help-seeking China
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Burden of mental disorders and risk factors in the Western Pacific region from 1990 to 2021
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作者 Ya-Xin Xu Xiao-Xuan Niu +8 位作者 Wen-Chang Jia Jing Wen Xue-Lin Cheng Yan Han Ming-Hui Peng Jing Zhou Yao Liu Sun-Fang Jiang Xiao-Pan Li 《World Journal of Psychiatry》 SCIE 2025年第1期93-105,共13页
BACKGROUND The burden of mental disorders(MD)in the Western Pacific Region(WPR)re-mains a critical public health concern,with substantial variations across demogra-phics and countries.AIM To analyze the burden of MD i... BACKGROUND The burden of mental disorders(MD)in the Western Pacific Region(WPR)re-mains a critical public health concern,with substantial variations across demogra-phics and countries.AIM To analyze the burden of MD in the WPR from 1990 to 2021,along with associated risk factors,to reveal changing trends and emerging challenges.METHODS We used data from the Global Burden of Disease 2021,analyzing prevalence,incidence,and disability-adjusted life years(DALYs)of MD from 1990 to 2021.Statistical methods included age-standardisation and uncertainty analysis to address variations in population structure and data completeness.RESULTS Between 1990 and 2021,the prevalence of MD rose from 174.40 million cases[95%uncertainty interval(UI):160.17-189.84]to 234.90 million cases(95%UI:219.04-252.50),with corresponding DALYs increasing from 22.8 million(95%UI:17.22-28.79)to 32.07 million(95%UI:24.50-40.68).During this period,the burden of MD shifted towards older age groups.Depressive and anxiety disorders were predominant,with females showing higher DALYs for depressive and anxiety disorders,and males more affected by conduct disorders,attention-deficit hyperactivity disorder,and autism spectrum disorders.Australia,New Zealand,and Malaysia reported the highest burdens,whereas Vietnam,China,and Brunei Darussalam reported the lowest.Additionally,childhood sexual abuse and bullying,and intimate partner violence emerged as significant risk factors.CONCLUSION This study highlights the significant burden of MD in the WPR,with variations by age,gender,and nation.The coronavirus disease 2019 pandemic has exacerbated the situation,emphasizing the need for a coordinated response. 展开更多
关键词 Mental disorders Western pacific region Global Burden of Disease Risk factors Disability-adjusted life years
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Psychoactive Substances:Transforming the Paradigm for Treating Mental Health Disorders in the Post‑Pandemic Era
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作者 Haojiang Zhai Yibo Wang Xiaohui Wang 《Neuroscience Bulletin》 2025年第3期536-538,共3页
Mental health disorders have emerged as a critical global health challenge,profoundly impacting individuals,communities,and societies worldwide.The prevalence of mental health problems has been steadily increasing,wit... Mental health disorders have emerged as a critical global health challenge,profoundly impacting individuals,communities,and societies worldwide.The prevalence of mental health problems has been steadily increasing,with~1 in 8 people,equivalent to 970 million individuals suffering from a mental disorder in 2019(https://vizhub.healthdata.org/gbd-results).Anxiety and depressive disorders are predominant,contributing significantly to the burden of mental health issues,according to the World Health Organization.The COVID-19 pandemic has further exacerbated this situation.It led to a notable upsurge in anxiety and major depressive disorders in 2020.Estimates indicate a 26%rise in anxiety and a 28%increase in depression within that year(https://www.who.int/publications/i/item/WHO-2019-nCoVSci_Brief-Mental_health-2022.1)[1]. 展开更多
关键词 psychoactive substances depressive disorders post pandemic era mental health disorders mental disorder global health challenge mental health problems ANXIETY
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Mental health of older Asian Americans:Current issues,updates,and future directions
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作者 Chiana Q Yang Benjamin K P Woo 《World Journal of Psychiatry》 2025年第8期88-97,共10页
As the population of older Asian Americans continues to grow rapidly,understanding their mental health needs has become increasingly critical.This literature review summarizes current issues,developments,and future di... As the population of older Asian Americans continues to grow rapidly,understanding their mental health needs has become increasingly critical.This literature review summarizes current issues,developments,and future directions in addressing the mental health challenges faced by older Asian Americans in the last five years.We briefly touch on the comparative prevalence of mental health disorders experienced by ethnic subgroups.Additionally,we review recent studies highlighting the role of the coronavirus disease 2019,racism,social support,cultural stigma,and self-rated health as significant factors influencing mental well-being of this population.We discuss the utilization of health services among older Asian Americans.We conclude with thoughts for future research,emphasizing the importance of longitudinal studies,consideration of diverse Asian American ethnic subgroups,and culturally sensitive diagnostic and treatment approaches. 展开更多
关键词 Asian American OLDER AGING Mental health Mental illness COVID-19 RACISM Social support STIGMA Self-rated health
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Mental health literacy in sub-Saharan Africa: A scoping review
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作者 Daniel Lesiba Letsoalo Mahlatsi Venolia Semenya +1 位作者 Anastasia Julia Ngobe Joy Katlego Hlokwe 《Journal of Psychology in Africa》 2025年第1期159-165,共7页
There has been an increase in mental health problems in Sub-Saharan Africa.Considering this,it is critical to track the region’s level of mental health literacy(MHL)to identify key mental health priorities and to dir... There has been an increase in mental health problems in Sub-Saharan Africa.Considering this,it is critical to track the region’s level of mental health literacy(MHL)to identify key mental health priorities and to direct the most effective interventions.The purpose of this study was to review the existing literature on MHL in sub-Saharan Africa.EBSCOhost(inclusive of Academic Search Ultimate,MEDLINE,APA PsycINFO,APA Psych Articles,and Global Health),CINAHL with full text,Wiley Online Library,Taylor and Francis Online Journals and Google Scholar databases were searched to retrieve relevant articles.The study only considered original full-text,peer-reviewed,English-written research on MHL carried out in sub-Saharan Africa and published between 2015 and 2023.Scoping review steps by Arksey and O’Malley(2005)were followed.Grey literature,review studies,and review protocols were excluded.The data was analysed using reflexive thematic analysis(RTA).The results showed that MHL varies within the region,making it difficult to determine the exact state.Furthermore,the study uncovered factors that contribute to both poor and better MHL in the region.Poor MHL was linked to residing in the township and being male.Better MHL was associated with higher education levels,being female,urban residence,and having a history of mental illness,among other factors.The studyfindings provide evidence-based recommendations for regional,policy,or legislative-led interventions and prioritisations of mental health education programs and public mental health campaigns to increase awareness of mental health. 展开更多
关键词 mental health literacy mental health mental health awareness sub-Saharan Africa mental health disorders
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The intersection of mpox outbreak and mental health:a bibliometric analysis of current research trends
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作者 Ovinuchi Ejiohuo Cyril Onwuelazu Uteh +3 位作者 Olubusola O.Olaleye Samuel Adefisoye Lawal Abdulkadir Yusif Maigoro Helen Onyeaka 《Global Health Journal》 2025年第2期124-135,共12页
Background and objectives:The ongoing mpox outbreaks have garnered significant attention due to their public health implications,particularly the potential mental health impacts.Despite the growing concern,there has b... Background and objectives:The ongoing mpox outbreaks have garnered significant attention due to their public health implications,particularly the potential mental health impacts.Despite the growing concern,there has been limited exploration of the intersection between mpox and mental health within the research literature.This study aims to conduct a comprehensive bibliometric analysis to examine global research trends,regional distribution,and thematic focus areas related to mpox's psychological and psychiatric implications.Methods:We conducted a bibliometric analysis using Scopus and the Web of Science database.The analysis was carried out using the R-bibliometrics package and involved identifying literature on mpox and mental health,focusing on global research trends,regional distribution,and thematic areas of study.The analysis included 416 documents obtained from 295 sources from January 1,2014 to August 27,2024.Results:Our analysis revealed a growing but unevenly distributed literature on mpox and mental health.Most studies concentrated on the relationship between mpox and conditions such as depression and anxiety,while other psychiatric outcomes remain underexplored.The geographic distribution of research was also uneven,with regions like Europe and the Americas receiving more focus than others.Conclusions:The study highlights the need for more targeted research on the mental health sequelae of mpox,particularly for vulnerable populations and regions that are currently underrepresented in the literature.Future research should include longitudinal studies to assess the long-term effects of mpox on mental health and the development of robust methodologies to establish causality.Integrating mental health considerations into public health responses to mpox outbreaks is crucial,with significant implications for research,policy,and clinical practice. 展开更多
关键词 Mpox MONKEYPOX Mental health Mental disorder Outbreaks Bibliometric analysis Public health emergency
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Epidemiological Characteristics and Integrated Management Paths for Rural Patients with Mental Disorders:An Empirical Analysis Based on Zhushan County,Hubei Province
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作者 Mingquan YANG Haijun WANG Xiong CHEN 《Medicinal Plant》 2025年第4期71-73,80,共4页
[Objectives]To systematically analyze the epidemiological characteristics and influencing factors associated with a cohort of 3273 rural patients diagnosed with mental disorders in Zhushan County,Hubei Province and ex... [Objectives]To systematically analyze the epidemiological characteristics and influencing factors associated with a cohort of 3273 rural patients diagnosed with mental disorders in Zhushan County,Hubei Province and explore an integrated management path that is applicable to rural areas.[Methods]A cross-sectional survey,in conjunction with a retrospective cohort analysis,was conducted.The samples were obtained from the National Management Information System for Severe Mental Disorders(2020-2024),and all registered rural patients in Zhushan County were included through cluster sampling.All participants provided informed consent,and the study received approval from the Ethics Committee of the Zhushan County Mental Health Center.Diagnoses were made in accordance with the International Classification of Diseases,10 th Revision(ICD-10).The research utilized a self-developed socio-ecological scale,which was validated through two rounds of the Delphi method conducted by an expert group,yielding a Cronbach sαof 0.82.The data were collected by trained investigators who conducted household visits.The data entry process involved double entry by two individuals to ensure accuracy for system review.Statistical analysis was performed using SPSS 26.0,employing the chi-square(χ2)test and logistic regression models for analysis.[Results]Schizophrenia was identified as the predominant disorder,affecting 68.4%of the patient population,followed by bipolar disorder,which accounted for 18.8%.Notably,individuals aged over 60 years constituted 40.36%of the sample.Furthermore,the poverty rate within this population was alarmingly high at 87.87%,while the illiteracy rate stood at 41.37%.The treatment experienced a significant delay,with a median duration of 14.2 months.Additionally,there was a substantial gap in standardized treatment,measured at 23.59%.The family care function was found to be inadequate,particularly for families lacking guardianship capacity,which was reported at 11.31%.An analysis of the underlying causes indicates that social structural imbalances(such as left-behind children and marital breakdown),along with economic poverty and insufficient educational opportunities,were critical risk factors contributing to these issues.The development of a model that integrates dynamic screening,full-chain intervention,and collaborative management is beneficial for fostering the efficient and systematic advancement of the rural mental health system.[Conclusions]Patients with mental disorders residing in rural areas face dual vulnerabilities.Therefore,it is essential to implement integrated management that encompasses early screening,standardized treatment,family support,and policy assistance.It is recommended that these elements should be integrated into the framework for local health policy development to enhance equitable access to mental health services and to provide psychological support for rural revitalization efforts. 展开更多
关键词 Rural mental disorders EPIDEMIOLOGY Management strategy Mental health Social governance Rehabilitation management
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议论性书评的阅读理解
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作者 邓云 《疯狂英语(新悦读)》 2025年第10期63-67,共5页
好题精选阅读下面短文,从每题所给的A、B、C、D四个选项中选出最佳选项。A survey has tracked people's mental health since 2001.It shows that older and middle-aged people are generally in a stable state.But for people a... 好题精选阅读下面短文,从每题所给的A、B、C、D四个选项中选出最佳选项。A survey has tracked people's mental health since 2001.It shows that older and middle-aged people are generally in a stable state.But for people aged 15 to 34,things have been getting worse since around 2014.Another survey indicates that the rate of mental disorders among 16-to 24-year-olds in the previous twelve months has risen from 26%to 39%over the past 15 years.What is causing this? 展开更多
关键词 DISORDERS mental health age group SURVEY mental disorders
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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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Perceived Organisational Support and Job Satisfaction in Workers with Severe Mental Disorders:A Pilot Study
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作者 JoséAntonio Climent-Rodríguez Inmaculada González-Lepe +1 位作者 Juan Gómez-Salgado Yolanda Navarro-Abal 《International Journal of Mental Health Promotion》 2025年第4期507-515,共9页
Background:Employment can support the recovery of individuals with Severe Mental Disorders by promoting autonomy,reducing hospital admissions and associated costs,fostering social connections,and providing structure t... Background:Employment can support the recovery of individuals with Severe Mental Disorders by promoting autonomy,reducing hospital admissions and associated costs,fostering social connections,and providing structure to their daily lives.The objective of this pilot study was to analyse job satisfaction and perceived social support in people with severe mental disorders who are users of an Employment Guidance and Support Service in southern Spain.Methods:A descriptive cross-sectional pilot study was carried out with a sample of 39 workers with mental disorders from the province of Huelva(southern Spain)who were users of the Employment Guidance and Support Service of the Regional Government of Andalusia(Spain).Perceived Organisational Support was assessed with the Spanish short version of the Survey of Perceived Organizational Support and the S10/12 Job Satisfaction Questionnaire.Results:As findings,87.2%of the sample reported high levels of job satisfaction,and 61.5%of the subjects surveyed perceived high levels of support.Regarding the variable Perceived Support,84%of workers from ordinary companies and 50%of those from Special Employment Centres(SECs)considered that they had sufficient support.There was a positive correlation between support and satisfaction(Spearman’s Rho=0.423).Conclusion:The results suggest a positive relationship between support and satisfaction,warranting further longitudinal research with larger samples.This pilot study provides preliminary insights into the relationship between perceived organizational support and job satisfaction among workers with severe mental disorders. 展开更多
关键词 Mental disorders mental health recovery EMPLOYMENT perceived support job satisfaction
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Distressing symptoms and health-related quality of life in patients with chronic kidney disease
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作者 Maysoon Abdalrahim Manal Al-Sutari 《World Journal of Nephrology》 2025年第1期119-126,共8页
BACKGROUND Chronic kidney disease(CKD)is an incapacitating illness associated with distressing symptoms(DS)that have negative impact on patients’health-related quality of life(HRQOL).AIM To assess the severity of DS ... BACKGROUND Chronic kidney disease(CKD)is an incapacitating illness associated with distressing symptoms(DS)that have negative impact on patients’health-related quality of life(HRQOL).AIM To assess the severity of DS and their relationships with HRQOL among patients with CKD in Jordan.METHODS A descriptive cross-sectional design was used.A convenience sampling approach was used to recruit the participants.Patients with CKD(n=140)who visited the outpatient clinics in four hospitals in Amman between November 2021 and December 2021 were included.RESULTS The Edmonton Symptom Assessment System was used to measure the severity of the DS while the Short Form-36 tool was used to measure the HRQOL.Participants’mean age was 50.9(SD=15.14).Most of them were males(n=92,65.7%),married(n=95,67.9%),and unemployed(n=93,66.4%).The highest DS were tiredness(mean=4.68,SD=2.98)and worse well-being(mean=3.69,SD=2.43).The highest HRQOL mean score was for the bodily pain scale with a mean score of 68.50 out of 100(SD=32.02)followed by the emotional well-being scale with mean score of 67.60(SD=18.57).CONCLUSION Patients with CKD had suboptimal HRQOL,physically and mentally.They suffer from multiple DS that have a strong association with diminished HRQOL such as tiredness and depression.Therefore,healthcare providers should be equipped with the essential knowledge and skills to promote individualized strategies that focusing on symptom management. 展开更多
关键词 Kidney disease Distressing symptoms Quality of life Physical component summary Mental component summary PAIN mental well-being
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