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58 articles for “depression”
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Research ArticleOpen accessEvery word in the titleApplication of Machine Learning for the Detection of Depression and Mindfulness as a Mitigation MethodSantiago Domingo Moquillaza Henriquez, Liliana Ruth Huamán Rondón et al.Depression is a global mental health problem with various causes. Nowadays, with Artificial Intelligence, it can be predicted in order to take preventive measures, whether at a psychotherapeutic or pharmacological level. This research, based on a survey conducted, detects depression using logistic regression with a 91% fit to the ROC-AUC model, accuracy of 0.839188, precision 0.851354. In addition, a study … …Journal of Computer Science, Vol. 22, Issue 6 · 16 Jun 2026 · 1,216 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleApplication of Multi Task Analysis Model Based on EEG Features in the Study of the Correlation between Depression and Sleep Disorders in College StudentsFeng MaWith the improvement of multi-modal technology, research on depression recognition combining multiple biological signal features has been increasing. Electroencephalogram signals reflect brain activity, and by analyzing their characteristics, the accuracy and stability of depression recognition can be effectively improved. Therefore, this study proposes a correlation analysis between depression and sleep disorders in college students based on electroencephalogram feature analysis, innovatively … …American Journal of Biochemistry and Biotechnology, Vol. 21, Issue 4 · 2 Feb 2026 · 1,994 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleNovel Depression Classification Framework Using Optimal Feature Integration with Hybrid Convolution (1D/3D) Based Adaptive Residual DenseNetB. Manjulatha, Suresh PabbojuThis study introduces a novel depression classification method by incorporating multimodal data to reduce this limitation and improve the accuracy of depression diagnosis. In the beginning, the multimodal data such as speech signal, Electroencephalographic (EEG), and text data is obtained from the benchmark datasets. These acquired text data are subjected to the text pre-processing phase, where the stemming, character removal, … …Journal of Computer Science, Vol. 21, Issue 3 · 25 Feb 2025 · 5,860 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleAspect-Based Sentiment Classification for Detecting the Cognitive Triad Mechanism of DepressionShreekant Jere, Annapurna P PatilThe cognitive triad mechanism of Beck’s cognitive theory is critical for early diagnosis and prognosis of depression. According to the cognitive triad mechanism, negative views about the self, the future, and the world appear to be routine in depressed people, occurring spontaneously. The challenge in the clinical interview is that the individuals may have trouble explaining their past and current … …Journal of Computer Science, Vol. 18, Issue 12 · 28 Nov 2022 · 6,111 accessesView PDFCite
Research ArticleOpen accessEvery word in the titlePredicting Depression Levels using Back Propagation Neural NetworkEddy Muntina Dharma, Yaya Heryadi, Lukas et al.Depression is a mood disorder characterized by feelings of deep sadness and a sense of indifference. When depression recurs in moderate or severe intensity, it can be a serious health condition. The most effective way to deal with this problem is to predict the symptoms of depression at an early stage. In this study, a Back Propagation Neural Network (BPNN) … …Journal of Computer Science, Vol. 18, Issue 3 · 18 Mar 2022 · 6,882 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleAssessment of Quality of Life, Anxiety and Depression in Children with Turner Syndrome: A Case-Control StudyKhaled Saad, Abdulrahman Abdullah Al-Atram, Khaled A. Abdel Baseer et al.Turner syndrome is a genetic disorder that affects only females and is caused by the loss of the whole or a part of the X-chromosome. The aim of this study was to assess the quality of life and frequency of anxiety and depression in a cohort of Egyptian children with Turner Syndrome (TS) diagnosed in Assiut university hospitals, Assiut, Egypt. … …Neuroscience International, Vol. 6, Issue 1 · 13 Mar 2015 · 7,040 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleA FEASIBILITY STUDY: EMOTIONAL FREEDOM TECHNIQUES FOR DEPRESSION IN AUSTRALIAN ADULTSPeta Stapleton, Sharon Devine, Hannah Chatwin et al.The purpose of this study was to investigate the feasibility of using Clinical Emotional Freedom Techniques (EFT) to treat Major Depressive Disorder in an adult population by way of a therapeutic group setting. Adults were assigned to EFT group treatment for a period of eight weeks. Diagnostic assessment was completed immediately pre and post treatment using the Mini International Neuropsychiatric … …Current Research in Psychology, Vol. 5, Issue 1 · 12 Jul 2014 · 12,761 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleTHE PREVALENCE OF DEPRESSION AND ITS RISK FACTORS AMONG MALAY ELDERLY IN RESIDENTIAL CARER. Normala, C. Azlini, M. J. Nurul, Z. M. LukmanThe motivation for the study is to improve the quality of life for elderly in residential care particularly the mental health aspect. Hence, the aim of this study is to examine the prevalence of depression and to identify risk factors related to depression among Malay elderly in residential care. Changes in social structure and economic status have shifted the direction … …American Journal of Applied Sciences, Vol. 11, Issue 9 · 3 Jul 2014 · 7,127 accessesView PDFCite
Research ArticleOpen accessEvery word in the titlePrevalence of Depression among High School Students and its Relation to Family StructureAli Daryanavard, Abdoulhossain Madani, Mohammad Saeid Mahmoodi et al.Problem statement: Depression is common in adolescents and especially in high school students. The aim of this study was to determine the prevalence of depression among high school students and its relation to parental configurations. Approach: A cross-sectional study was conducted during first term of the academic year 2003-2004. Data was collected by Beck Depression Inventory questionnaire (BDI-21 test) and … …American Journal of Applied Sciences, Vol. 8, Issue 1 · 31 Jan 2011 · 9,231 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleThe Relationship between Gender, Age, Depression and Academic AchievementRumaya Bte Juhari, Ma'rof Redzuan, Mariani Bte Mansor et al.Problem statement: Depression is said to have a relationship with academic achievement. Thus, the purpose of the study was to investigate the relationship between age, depression and academic achievement among adolescents. Approach: The study was carried out among 400 students (200 boys and 200 girls) in the age range 15-19 years. The instrument used for data collection was the Beck … …Current Research in Psychology, Vol. 1, Issue 1 · 30 Jun 2010 · 17,668 accessesView PDFCite