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2. The 50 most-cited review papers on physical activity and depression: A bibliometric analysis.
- Author
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Zhai L and Xu M
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- Humans, Systematic Reviews as Topic, Exercise, Australia, Depression, Bibliometrics
- Abstract
A growing body of literature has demonstrated the preventive role of physical activity in depression, and relevant research is rapidly on the rise. The aim of this study was to conduct a bibliometric analysis of the 50 most-cited review papers on physical activity and depression, thus identifying important research topics and future research directions., Methods: The 50 most-cited review articles were identified and extracted from the Web of Science Core Collection database (on 31
st October 2022), and a bibliometric citation analysis was performed using the Microsoft Excel and VOSviewer software (Version 1.6.18). Information on the country, authors of publications, publishing journals, citations (i.e., total or annual), keywords, and other meaningful data was analysed comprehensively., Results: The 50 most-cited review articles received, on average, 247.5 citations per article. Most review articles were from England, with contributions from some highly cited researchers and research teams. Western countries/regions, such as England, Australia, and the USA were the most influential in publishing review articles on physical activity and depression. The Journal of Affective Disorders and Cochrane Database of Systematic Reviews were the journals that published the most highly cited review articles on physical activity and depression. Important research topics on the literature on physical activity and depression focused on (1) different types of physical activity and depression; (2) intervention studies related to physical activity and depression; (3) fitness and physical activity levels in people with depression; (4) methodological analyses in physical activity and depression studies; and (5) the impact of physical activity on depression in different populations., Conclusion: This study reveals that review studies on physical activity and depression have great potential to develop further knowledge. This study also highlights some future research directions, which can serve to effectively advance the knowledge base., Competing Interests: Declaration of competing interest None., (Copyright © 2023. Published by Elsevier Ltd.)- Published
- 2023
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3. The role of estradiol fluctuation in the pathophysiology of perimenopausal depression: A hypothesis paper.
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Gordon JL and Sander B
- Subjects
- Female, Humans, Depression physiopathology, Estradiol metabolism, Estradiol physiology, Perimenopause physiology
- Abstract
The menopause transition, which constitutes the five or so years surrounding the final menstrual period, has been established as a time of increased risk for depressive symptoms. While mounting research suggests that exposure to more extreme and fluctuating levels of estradiol (E2) plays a role, it remains unclear which specific trigger is most strongly implicated in the development of depressive mood: acute E2 withdrawal or extreme increases in E2. The current review summarises the literature supporting the role of each, considering research pertaining to perimenopausal depression as well as other reproductive mood disorders in which ovarian hormone change is believed to play a key role, namely premenstrual dysphoric disorder and postpartum depression. Taking together the available research pertaining to the various reproductive mood disorders, we propose that women may exhibit one of four E2 sensitivity profiles, each of which may have important implications for the expected timing and severity of depressive mood during the menopause transition: the E2-increase sensitive profile, developing depressive mood in response to elevations in E2, the E2-decrease sensitive profile, for whom E2 withdrawal triggers negative mood, the E2-change sensitive profile, characterised by mood sensitivity to E2 change in either direction, and the E2 insensitive profile for whom changes in E2 have negligible psychological effects. The evidence supporting the existence of such profiles are summarised, potential biological mechanisms are briefly highlighted, and implications for future research are discussed., (Copyright © 2021 Elsevier Ltd. All rights reserved.)
- Published
- 2021
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4. Perinatal depression screening in Australia: A position paper.
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Hazell Raine K, Thorpe K, and Boyce P
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- Australia, Child, Female, Humans, Infant, Parenting, Perinatal Care, Pregnancy, Depression diagnosis, Depression, Postpartum diagnosis, Mass Screening methods, Mother-Child Relations psychology, Mothers psychology
- Abstract
Perinatal depression can have enduring adverse effects on women and their children and families, incurring substantial ongoing economic and personal costs. A significant proportion of the cost of perinatal depression relates to adverse impacts on the child, most likely mediated through impairment to the mother-infant relationship. In recognition of this problem, Australia has invested in routine perinatal depression screening. Our previous research produced convergent findings suggesting that expected benefits for children have not yet been realised through perinatal depression screening. We question the potential of including a measure of personality in current perinatal depression screening for identifying maternal mental health problems and suboptimal mother-infant relationships. This paper reviews our previous research findings within the broader context of perinatal depression screening. We propose a position, that perinatal depression screening in Australia should be redesigned to more precisely detect vulnerable mother-infant relationships, parenting, maternal mental health, and infant psychosocial and psychological development. Practice change to appropriately target antenatal interventions may more efficiently improve both maternal and child outcomes, thereby contributing to greater efficiency and cost savings for the health system., (© 2020 John Wiley & Sons Australia, Ltd.)
- Published
- 2021
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5. DepBoost-TransNet: Boosted Transformer Network for Depression Classification
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Anil Rahood, Pratik, Kumaresan, Prasanna Kumar, Chakravarthi, Bharathi Raja, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Chakravarthi, Bharathi Raja, editor, B, Bharathi, editor, García Cumbreras, Miguel Ángel, editor, Jiménez Zafra, Salud María, editor, Subramanian, Malliga, editor, Shanmugavadivel, Kogilavani, editor, and Nakov, Preslav, editor
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- 2024
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6. Feature Fusion and Early Prediction of Mental Health Using Hybrid Squeeze-MobileNet
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Kshirsagar, Vanita G., Yadav, Sunil, Karande, Nikhil, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Garg, Deepak, editor, Rodrigues, Joel J. P. C., editor, Gupta, Suneet Kumar, editor, Cheng, Xiaochun, editor, Sarao, Pushpender, editor, and Patel, Govind Singh, editor
- Published
- 2024
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7. Depression Detection Using Distribution of Microstructures from Actigraph Information
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Bhasin, Harsh, Chirag, Kumar, Nishant, Thakur, Hardeo Kumar, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Garg, Deepak, editor, Rodrigues, Joel J. P. C., editor, Gupta, Suneet Kumar, editor, Cheng, Xiaochun, editor, Sarao, Pushpender, editor, and Patel, Govind Singh, editor
- Published
- 2024
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8. Screening Application for Possible Mental Health Issues in Adolescents and PWDs Using Data Science
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Gunasundari, S., Nandhithaa, B., Mahalakshmi, L., Aparna, P., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Das, Swagatam, editor, Saha, Snehanshu, editor, Coello Coello, Carlos A., editor, and Bansal, Jagdish C., editor
- Published
- 2024
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9. Dealing with the lack of evidence to treat depression in older patients with cancer: French Societies of Geriatric Oncology (SOFOG) and PsychoOncology (SFFPO) position paper based on a systematic review.
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Beauplet B, Soulie O, Niemier JY, Pons-Peyneau C, Belhadi D, Couffignal C, and Fossey-Diaz V
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- Age Factors, Aged, Antidepressive Agents therapeutic use, Depression diagnosis, Depressive Disorder, Major diagnosis, Humans, Meta-Analysis as Topic, Prospective Studies, Randomized Controlled Trials as Topic, Retrospective Studies, Depression etiology, Depression therapy, Depressive Disorder, Major etiology, Depressive Disorder, Major therapy, Neoplasms psychology
- Abstract
Introduction: Depression symptoms, frequently diagnosed in older patients with cancer, impacts on oncological treatment feasibility. The Francophone Society of Geriatric Oncology (SOFOG) has initiated a systematic review on depression treatment in older patients with cancer, to advocate guidelines., Data Sources: Medline via PubMed, Embase, CENTRAL., Methods: We included randomized and non-randomized controlled trials, reviews and meta-analysis, retrospective and prospective cohort studies, qualitative studies, and guidelines published between January 2013 and December 2018 that involved depression with cancer in which the entire sample or a sub-group aged 65 and above. Efficacy and tolerance of depression treatment were examined, as a primary or secondary outcome, among articles published in French or English., Results: Of 3171 references, only seven studies met our eligibility criteria. This systematic review reveals a lack of evidence-based knowledge in this field, preventing from making any recommendations on drug and non-drug therapies. It has highlighted the need for multidisciplinary collaboration with the French and Francophone Society of Psycho-Oncology., Conclusion: In clinical practice, we advise health professionals to use the screening process not as a result but rather as an opportunity to engage with the patient and also to question the need for antidepressants and non-drug therapies.
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- 2021
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10. Psychological aspects of rehabilitation nutrition: A position paper by the Japanese Association of Rehabilitation Nutrition (secondary publication)
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Hidetaka Wakabayashi, Takashi Mori, Shinta Nishioka, Keisuke Maeda, Yoshihiro Yoshimura, Yuki Iida, Ai Shiraishi, and Dai Fujiwara
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cognitive behavioral therapy ,depression ,mindfulness ,positive psychology ,well‐being ,Medicine (General) ,R5-920 - Abstract
Abstract Psychological aspects of rehabilitation nutrition affect physical, cognitive, and social rehabilitation nutrition. When depression is recognized, not only pharmacotherapy and psychotherapy, but also non‐pharmacological therapies such as exercise, nutrition, psychosocial, and other interventions can be expected to improve depression. Therefore, accurate diagnosis and intervention without overlooking depression is important. Psychological aspects of preventive rehabilitation nutrition is also important because depression can be partially prevented by appropriate exercise and nutritional management. Even in the absence of psychological negatives, increasing more psychological positives from a positive psychology perspective can be useful for both patients and healthcare professionals. Positive rehabilitation nutrition interventions can increase more psychological positives, such as well‐being, through cognitive‐behavioral therapy and mindfulness on their own, as well as through interventions on environmental factors. Consequently, physical, cognitive, and social positives are also expected to be enhanced.
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- 2024
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11. Depression and coronary heart disease: 2018 position paper of the ESC working group on coronary pathophysiology and microcirculation.
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Vaccarino V, Badimon L, Bremner JD, Cenko E, Cubedo J, Dorobantu M, Duncker DJ, Koller A, Manfrini O, Milicic D, Padro T, Pries AR, Quyyumi AA, Tousoulis D, Trifunovic D, Vasiljevic Z, de Wit C, and Bugiardini R
- Subjects
- Coronary Circulation, Heart, Humans, Microcirculation, Coronary Disease, Depression
- Published
- 2020
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12. Cortisol awakening response and additive serotonergic genetic risk interactively predict depression in two samples: The 2019 Donald F. Klein Early Career Investigator Award Paper.
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Vrshek-Schallhorn S, Stroud CB, Doane LD, Mineka S, Zinbarg RE, Redei EE, Craske MG, and Adam EK
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- Adolescent, Female, Humans, Hypothalamo-Hypophyseal System metabolism, Male, Pituitary-Adrenal System metabolism, Polymorphism, Genetic, Prospective Studies, Risk Factors, Serotonin Plasma Membrane Transport Proteins metabolism, Awards and Prizes, Depression genetics, Depression metabolism, Depressive Disorder genetics, Depressive Disorder metabolism, Hydrocortisone metabolism, Serotonin metabolism, Serotonin Plasma Membrane Transport Proteins genetics
- Abstract
Background: The serotonin system and hypothalamic pituitary-adrenal (HPA)-axis are each implicated in the pathway to depression; human and animal research support these systems' cross-talk. Our work implicates a 5-variant additive serotoninergic multilocus genetic profile score (MGPS) and separately the cortisol awakening response (CAR) in the prospective prediction of depression; other work has shown that the serotonin transporter polymorphism 5HTTLPR predicts CAR and interacts with the CAR to predict depression., Methods: We tested the hypothesis that a 6-variant MGPS (original plus 5HTTLPR) would interact with CAR to predict prospective depressive episode onsets in 201 emerging adults using four annual follow-up interviews. We also tested whether MGPS predicted CAR. We attempted replication of significant findings in a sample of 77 early adolescents predicting depression symptoms., Results: In sample 1, MGPS did not significantly predict CAR. MGPS interacted with CAR to predict depressive episodes; CAR slopes for depression steepened as MGPS increased, for risk or protection. No single variant accounted for results, though CAR's interactions with 5HTTLPR and the original MGPS were both significant. In sample 2, the 6-variant MGPS significantly interacted with CAR to predict depression symptoms., Conclusions: Higher serotonergic MGPS appears to sensitize individuals to CAR level-for better and worse-in predicting depression., (© 2019 Wiley Periodicals, Inc.)
- Published
- 2019
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13. Pregnant Women's Views on the Feasibility and Acceptability of Web-Based Mental Health E-Screening Versus Paper-Based Screening: A Randomized Controlled Trial.
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Kingston D, Austin MP, Veldhuyzen van Zanten S, Harvalik P, Giallo R, McDonald SD, MacQueen G, Vermeyden L, Lasiuk G, Sword W, and Biringer A
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- Adult, Feasibility Studies, Female, Humans, Mass Screening methods, Mental Health, Paper, Pregnancy Complications psychology, Anxiety diagnosis, Depression diagnosis, Internet, Patient Acceptance of Health Care psychology, Pregnancy psychology, Telemedicine methods
- Abstract
Background: Major international guidelines recommend mental health screening during the perinatal period. However, substantial barriers to screening have been reported by pregnant and postpartum women and perinatal care providers. E-screening offers benefits that may address implementation challenges., Objective: The primary objective of this randomized controlled trial was to evaluate the feasibility and acceptability of Web-based mental health e-screening compared with paper-based screening among pregnant women. A secondary objective was to identify factors associated with women's preferences for e-screening and disclosure of mental health concerns., Methods: Pregnant women recruited from community and hospital-based antenatal clinics and hospital-based prenatal classes were computer-randomized to a fully automated Web-based e-screening intervention group or a paper-based control group. Women were eligible if they spoke or read English, were willing to be randomized to e-screening, and were willing to participate in a follow-up diagnostic interview. The intervention group completed the Antenatal Psychosocial Health Assessment and the Edinburgh Postnatal Depression Scale on a tablet computer, while controls completed them on paper. All women completed self-report baseline questions and were telephoned 1 week after randomization by a blinded research assistant for a MINI International Neuropsychiatric Interview. Renker and Tonkin's tool of feasibility and acceptability of computerized screening was used to assess the feasibility and acceptability of e-screening compared with paper-based screening. Intention-to-treat analysis was used. To identify factors associated with preference for e-screening and disclosure, variables associated with each outcome at P<.20 were simultaneously entered into final multivariable models to estimate adjusted odds ratios (AORs) and 95% CIs., Results: Of the 675 eligible women approached, 636 agreed to participate (participation rate 94.2%) and were randomized to the intervention (n=305) or control (n=331) groups. There were no significant baseline differences between groups. More women in the e-screening group strongly or somewhat agreed that they would like to use a tablet for answering questions on emotional health (57.9%, 175/302 vs 37.2%, 121/325) and would prefer using a tablet to paper (46.0%, 139/302 vs 29.2%, 95/325), compared with women in the paper-based screening group. There were no differences between groups in women's disclosure of emotional health concerns (94.1%, 284/302 vs 90.2%, 293/325). Women in the e-screening group consistently reported the features of e-screening more favorably than controls (more private or confidential, less impersonal, less time-consuming). In the multivariable models, being in the e-screening group was significantly associated with preferring e-screening (AOR 2.29, 95% CI 1.66-3.17), while no factors were significantly associated with disclosure., Conclusions: The findings suggest that mental health e-screening is feasible and acceptable to pregnant women., Trial Registration: Clinicaltrials.gov NCT01899534; https://clinicaltrials.gov/ct2/show/NCT01899534 (Archived by WebCite at http://www.webcitation.org/6ntWg1yWb)., (©Dawn Kingston, Marie-Paule Austin, Sander Veldhuyzen van Zanten, Paula Harvalik, Rebecca Giallo, Sarah D McDonald, Glenda MacQueen, Lydia Vermeyden, Gerri Lasiuk, Wendy Sword, Anne Biringer. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 07.04.2017.)
- Published
- 2017
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14. The role of inter-goal conflict in depressive symptomatology : a systematic review (Literature review) ; The relationship between intrapersonal goal-value conflict and depressive symptomatology (Empirical paper)
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Iszard, M., Moberly, Nick, and Karl, anke
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goal ,value ,motivation ,depression ,conflict ,intrapersonal conflict - Abstract
Literature review: The Role of Inter-goal Conflict in Depressive Symptomatology: A Systematic Review Objective: Intra-psychic conflict underpins theories of motivation; however, its mechanisms and correlates remain poorly understood. Goals represent a broad category of motivational constructs which are conceptualised hierarchically, according to their specificity (level of abstraction), from low-level, action-oriented, goal-tasks to high-level, organising values. The goals literature has investigated the links between inter-goal conflict and a broad range of outcomes, including depression, well-being and psychopathology. This review set out to synthesise existing evidence for a relationships between inter-goal conflict and depressive symptoms. Method: Studies exploring the relationship between inter-goal conflict and depression in adults were selected from multi-disciplinary and subject-specific databases, published prior to the 20th of March 2021. A systematic search yielded 122 records with 79 non-duplicated results. Screening of 28 full-text publications led to 10 eligible studies, from which data were synthesised in narrative form. Results: The evidence reviewed indicates that inter-goal conflict is positively correlated with depressive symptoms in adults, although findings were mixed and longitudinal studies did not support a causal association. Effect sizes of eligible studies ranged from small to medium, with some controlling for covariates. Studies were predominantly cross-sectional; therefore, scope for casual inference was limited. Conclusions: At present, evidence supporting the hypothesis that inter-goal conflict is associated with depressive symptoms in adults is modest. More longitudinal investigations are needed to determine the presence and direction of causality. Construct specificity, implicit motivation and rumination also require further investigation to understand their relationship to inter-goal conflict and depression. Empirical paper: The Relationship Between Intrapersonal Goal-Value Conflict and Depressive Symptomatology Background: Intrapsychic goal-conflict underpins classical and contemporary theories of motivation; however, its mechanisms and correlates remain poorly understood. Motivational conflict is associated with a broad range of outcomes, including depression, well-being and psychopathology. It is hypothesised that rumination mediates the link between cognitive-motivational conflict and depression. To date, research has focused on horizontal conflict between motivational constructs with similar specificity. Little is known about vertical relationships between motivational constructs with divergent specificity. Values are thought to be central to conceptions of personal identity because they serve as high-level, organising reference points for low-level action-oriented goal constructs; thus, clarifying vertical relationships may shed light on the mechanisms of depression, well-being and psychopathology. The present study investigated the relationship between goal-value conflict and depressive symptoms with rumination hypothesised as a partial mediator of the relationship. Method: This cross-sectional, correlational study recruited a non-clinical, unselected sample of 218 adult participants from the student population of Exeter University. Participants were assessed on measures of depressive symptomatology, rumination, personal strivings, values and goal-value conflict using matrix methods. Trait rumination and striving importance were entered as covariates in the mediation analysis. Results: A significant association was not found between striving-value conflict and depressive symptomatology. Depressive symptoms were positively associated with trait and striving rumination; however, striving rumination was not found to mediate a relationship between goal-value conflict and depression. On average, participants reported harmony between strivings and values. Conclusions: Striving-value conflict was not found to be a significant factor in depression or goal rumination. This could be due to values being abstract and, therefore, not action-oriented, or because unmeasured implicit motivational factors were at play. Future research should explore the role of both construct specificity and implicit cognition in goal-value relationships, rumination and depression.
- Published
- 2022
15. The Perceived Impact of Correlative Relationship between Depression, Anxiety, and Stress among University Students
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Dosalwar, Sharayu, Kinkar, Ketki, Baheti, Aditi, Sonawani, Shilpa, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Garg, Deepak, editor, Narayana, V. A., editor, Suganthan, P. N., editor, Anguera, Jaume, editor, Koppula, Vijaya Kumar, editor, and Gupta, Suneet Kumar, editor
- Published
- 2023
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16. A Pilot Study to Evaluate the Feasibility of a Science-Based Game Called Symphony to Alleviate Depression Symptoms
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Mendes, Diana C. Gonçalves, de Almeida, Yuri Aristides da Silva Godinho, Lucas, Carla Vale, Soares, Luísa, Bermúdez i Badia, Sergi, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Papadopoulos, George Angelos, editor, Achilleos, Achilleas, editor, Pissaloux, Edwige, editor, and Velázquez, Ramiro, editor
- Published
- 2023
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17. Evaluating the Depression Level Based on Facial Image Analyzing and Patient Voice
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Ramos-Cuadros, Alexander, Santillan, Luis Palomino, Ugarte, Willy, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Maciaszek, Leszek A., editor, Mulvenna, Maurice D., editor, and Ziefle, Martina, editor
- Published
- 2023
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18. Privacy-Preserving Digital Intervention for Mental Health Using Federated Learning
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Singh, Ankit Kumar, Kumar, Ajit, Choi, Bong Jun, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Zaynidinov, Hakimjon, editor, Singh, Madhusudan, editor, Tiwary, Uma Shanker, editor, and Singh, Dhananjay, editor
- Published
- 2023
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19. AI Based Interactive System-HOMIE
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Aggarwal, Ishika, Sahana, Subrata, Das, Sanjoy, Das, Indrani, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Shaw, Rabindra Nath, editor, Paprzycki, Marcin, editor, and Ghosh, Ankush, editor
- Published
- 2023
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20. A Systematic Review and Future Perspective of Mental Illness Detection Using Artificial Intelligence on Multimodal Digital Media
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Ananthanagu, U., Agarwal, Pooja, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Nagar, Atulya K., editor, Singh Jat, Dharm, editor, Mishra, Durgesh Kumar, editor, and Joshi, Amit, editor
- Published
- 2023
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21. Towards an E-Psychology Solution to Support, Intervene and Educate the Control of Emotions in Infants
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Alvites-Huamaní, Cleofe, Rojas-Montero, John Alexander, Jadán-Guerrero, Janio, Muñoz-Primero, Elías, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Nagar, Atulya K., editor, Singh Jat, Dharm, editor, Mishra, Durgesh Kumar, editor, and Joshi, Amit, editor
- Published
- 2023
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22. Reply to the Letter by Singer, Mitter, and Porsch Related to Our Paper "Benefits of Individualized Feedback in Internet-Based Interventions for Depression: A Randomized Controlled Trial".
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Zagorscak P, Heinrich M, Sommer D, Wagner B, and Knaevelsrud C
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- Feedback, Humans, Internet, Depression, Depressive Disorder
- Published
- 2018
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23. Comparison of Internet-based and paper-based questionnaires in Taiwan using multisample invariance approach.
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Yu SC and Yu MN
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- Depression ethnology, Humans, Language, Models, Psychological, Psychometrics, Taiwan, Depression diagnosis, Internet, Paper, Research, Surveys and Questionnaires
- Abstract
This study examines whether the Internet-based questionnaire is psychometrically equivalent to the paper-based questionnaire. A random sample of 2,400 teachers in Taiwan was divided into experimental and control groups. The experimental group was invited to complete the electronic form of the Chinese version of Center for Epidemiologic Studies Depression Scale (CES-D) placed on the Internet, whereas the control group was invited to complete the paper-based CES-D, which they received by mail. The multisample invariance approach, derived from structural equation modeling (SEM), was applied to analyze the collected data. The analytical results show that the two groups have equivalent factor structures in the CES-D. That is, the items in CES-D function equivalently in the two groups. Then the equality of latent mean test was performed. The latent means of "depressed mood," "positive affect," and "interpersonal problems" in CES-D are not significantly different between these two groups. However, the difference in the "somatic symptoms" latent means between these two groups is statistically significant at alpha = 0.01. But the Cohen's d statistics indicates that such differences in latent means do not apparently lead to a meaningful effect size in practice. Both CES-D questionnaires exhibit equal validity, reliability, and factor structures and exhibit a little difference in latent means. Therefore, the Internet-based questionnaire represents a promising alternative to the paper-based questionnaire.
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- 2007
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24. Mode effects in the center for epidemiologic studies depression (CES-D) scale: personal digital assistant vs. paper and pencil administration.
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Swartz RJ, de Moor C, Cook KF, Fouladi RT, Basen-Engquist K, Eng C, and Carmack Taylor CL
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- Adult, Aged, Aged, 80 and over, Communication, Cross-Over Studies, Depression diagnosis, Depression epidemiology, Female, Humans, Male, Middle Aged, Surveys and Questionnaires classification, Computers, Handheld, Depression psychology, Paper, Psychometrics instrumentation, Quality of Life psychology, Sickness Impact Profile, Surveys and Questionnaires standards, Writing
- Abstract
As interest grows in creating computerized versions of established paper-and-pencil (P&P) questionnaires, it becomes increasingly important to explore whether changing the administration modes of questionnaires affects participants' responses. This study investigated whether mode effects exist when administering the Center for Epidemiologic Studies Depression (CES-D) scale by a personal digital assistant (PDA) versus the classic P&P mode. The Differential Functioning of Items and Tests (DFIT) procedure identified mode effects on the overall test and individual items. A mixed-effects regression model summarized the mode effects in terms of CES-D scores, and identified interactions with covariates. When the P&P questionnaire was administered first, scores were higher on average (2.4-2.8 points) than those of the other administrations (PDA second, PDA first, and P&P second), and all 20 questionnaire items exhibited a statistically significant mode effect. Highly educated people and younger people demonstrated a smaller difference in scores between the two modes. The mode-by-order effect influenced the interpretation of CES-D scores, especially when screening for depression using the established cut-off scores. These results underscore the importance of evaluating the cross-mode equivalence of psychosocial instruments before administering them in non-established modes.
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- 2007
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25. The Role of Artificial Intelligence (AI) in Assisting Applied Natya Therapy for Relapse Prevention in De-addiction
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Malhotra, Dimple Kaur, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Kim, Jong-Hoon, editor, Singh, Madhusudan, editor, Khan, Javed, editor, Tiwary, Uma Shanker, editor, Sur, Marigankar, editor, and Singh, Dhananjay, editor
- Published
- 2022
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26. The evidence-based COPE program: Reducing the time between diagnosing and treating depression and anxiety in youth.
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Melnyk BM
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- Adolescent, Child, Humans, Young Adult, Anxiety diagnosis, Anxiety epidemiology, Anxiety therapy, Empowerment, Universities, Anxiety Disorders diagnosis, Anxiety Disorders epidemiology, Anxiety Disorders therapy, Depression diagnosis, Depression epidemiology, Depression therapy
- Abstract
Abstract: The soaring prevalence of depression and anxiety in children, teenagers, and young adults is now a public health epidemic, yet access to timely evidence-based mental health treatment is often lacking due to a severe shortage of mental health providers. This article provides an overview of the current state of depression and anxiety in children and adolescents as well as first-line evidence-based treatment. The Creating Opportunities for Personal Empowerment (COPE) program, a cognitive-behavioral skills-building intervention, is highlighted as an evidence-based intervention for timely treatment that can be delivered by NPs, physicians, and physician associates/assistants in primary care settings, school-based health centers, and chronic care clinics with reimbursement as well as in schools and universities as a preventive mental health intervention., (Copyright © 2024 Wolters Kluwer Health, Inc. All rights reserved.)
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- 2024
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27. Data Set Creation and Empirical Analysis for Detecting Signs of Depression from Social Media Postings
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Sampath, Kayalvizhi, Durairaj, Thenmozhi, Rannenberg, Kai, Editor-in-Chief, Soares Barbosa, Luís, Editorial Board Member, Goedicke, Michael, Editorial Board Member, Tatnall, Arthur, Editorial Board Member, Neuhold, Erich J., Editorial Board Member, Stiller, Burkhard, Editorial Board Member, Tröltzsch, Fredi, Editorial Board Member, Pries-Heje, Jan, Editorial Board Member, Kreps, David, Editorial Board Member, Reis, Ricardo, Editorial Board Member, Furnell, Steven, Editorial Board Member, Mercier-Laurent, Eunika, Editorial Board Member, Winckler, Marco, Editorial Board Member, Malaka, Rainer, Editorial Board Member, Kalinathan, Lekshmi, editor, R., Priyadharsini, editor, Kanmani, Madheswari, editor, and S., Manisha, editor
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- 2022
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28. From Complex Emotion Words to Insomnia and Mental Health: A Corpus-Based Analysis of the Online Psychological Consultation Discourse About Insomnia Problems in Chinese
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Wang, Xiaowen, Long, Yunfei, Qin, Panyu, Huang, Chunhong, Guo, Caichan, Gao, Yong, Huang, Chu-Ren, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Dong, Minghui, editor, Gu, Yanhui, editor, and Hong, Jia-Fei, editor
- Published
- 2022
- Full Text
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29. Three Decision Points Vetting a More Ideal Online Technical Platform for Monitoring and Treating Mental Health Problems like Depression and Schizophrenia
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Whitaker, Mark D., Hwang, Nara, Usmonova, Durdonakhon, Cho, Kangrim, Park, Nara, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Kim, Jong-Hoon, editor, Singh, Madhusudan, editor, Khan, Javed, editor, Tiwary, Uma Shanker, editor, Sur, Marigankar, editor, and Singh, Dhananjay, editor
- Published
- 2022
- Full Text
- View/download PDF
30. A Novel Ontological Approach to Estimate Inequalities and Underuse of Social Prescriptions for Mental Health in Primary Care in England
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Jani, Anant, Liyanage, Harshana, Okusi, Cecilia, Sherlock, Julian, Hoang, Uy, McGagh, Dylan, Williams, John, Ferreira, Filipa, Yonova, Ivelina, de Lusignan, Simon, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Polovina, Rubina, editor, Polovina, Simon, editor, and Kemp, Neil, editor
- Published
- 2022
- Full Text
- View/download PDF
31. Integrating Mental Health Services in Existing Healthcare System in Pakistan: A Public Mental Health Approach
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Gilani, Sumbal, Shah, Syed Irfan Ali, Hunt, Thomas, editor, and Tan, Lee Ming, editor
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- 2022
- Full Text
- View/download PDF
32. Early Depression Detection Using Electroencephalogram Signal
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Ladeheng, Hasnisha, Sidek, Khairul Azami, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Liatsis, Panos, editor, Hussain, Abir, editor, Mostafa, Salama A., editor, and Al-Jumeily, Dhiya, editor
- Published
- 2022
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33. Analysis of User Interaction to Mental Health Application Using Topic Modeling Approach
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Kumar, Ajit, Singh, Ankit Kumar, Choi, Bong Jun, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Kim, Jong-Hoon, editor, Singh, Madhusudan, editor, Khan, Javed, editor, Tiwary, Uma Shanker, editor, Sur, Marigankar, editor, and Singh, Dhananjay, editor
- Published
- 2022
- Full Text
- View/download PDF
34. An Analysis of the Psychological Implications of COVID-19 Pandemic on Undergraduate Students and Efforts on Mitigation
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Rao, Shreyas Suresh, Pushpalatha, K., Sapna, R., Monika Rani, H. G., Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Garg, Deepak, editor, Jagannathan, Sarangapani, editor, Gupta, Ankur, editor, Garg, Lalit, editor, and Gupta, Suneet, editor
- Published
- 2022
- Full Text
- View/download PDF
35. Differences in Patient Health Questionnaire and Aachen Depression Item Bank scores between tablet versus paper-and-pencil administration.
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Spangenberg L, Glaesmer H, Boecker M, and Forkmann T
- Subjects
- Aged, Aged, 80 and over, Female, Humans, Male, Middle Aged, Research Design, Self Report, Depression diagnosis, Quality of Life psychology, Surveys and Questionnaires statistics & numerical data
- Abstract
Purpose: To extend knowledge about measurement equivalence of depression measures assessed by tablet and paper-pencil administration, the present study evaluated the effect of mode of administration (MoA) on scale and item level for the Patient Health Questionnaire (PHQ-9) and the Aachen Depression Item Bank (ADIB) in elderly patients., Methods: Primary care patients (N = 193, ≥60 years) were assessed following a crossover design in Leipzig, Germany. All participants filled out the PHQ-9 and the ADIB in both MoAs under study. Effects of MoA were analyzed by intra-class correlation, mixed-effects regression, and differential item functioning (DIF). Additionally, detection rates between both MoAs were compared using receiver operating characteristics analysis compared to a diagnostic interview (SCID-I, N = 163)., Results: No effect of MoA was found in the PHQ-9 on scale score or item level. Two ADIB items showed DIF according to MoA. In terms of discriminatory power, MoA did not influence detection rates of both instruments., Conclusions: In summary, our findings suggest that no severe effect of mode of administration on self-report assessments of depression should be expected. It can be concluded that tablets provide a valid way to electronically assess depressive symptoms in elderly patients. Yet changes in item presentation can influence the psychometric properties and require equivalence testing using sophisticated analyses on item level such as DIF.
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- 2015
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36. Validation of Wistar-Kyoto rats kept in solitary housing as an animal model for depression using voxel-based morphometry.
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Yoshii T, Oishi N, Sotozono Y, Watanabe A, Sakai Y, Yamada S, Matsuda KI, Kido M, Ikoma K, Tanaka M, and Narumoto J
- Subjects
- Rats, Humans, Animals, Rats, Inbred WKY, Rats, Wistar, Housing, Disease Models, Animal, Atrophy, Depression diagnostic imaging, Depressive Disorder, Major diagnostic imaging
- Abstract
Major depressive disorder is a common psychiatric condition often resistant to medication. The Wistar-Kyoto (WKY) rat has been suggested as an animal model of depression; however, it is still challenging to translate results from animal models into humans. Solitary housing is a mild stress paradigm that can simulate the environment of depressive patients with limited social activity due to symptoms. We used voxel-based morphometry to associate the solitary-housed WKY (sWKY) rat model with data from previous human studies and validated our results with behavioural studies. As a result, atrophy in sWKY rats was detected in the ventral hippocampus, caudate putamen, lateral septum, cerebellar vermis, and cerebellar nuclei (p < 0.05, corrected for family-wise error rate). Locomotor behaviour was negatively correlated with habenula volume and positively correlated with atrophy of the cerebellar vermis. In addition, sWKY rats showed depletion of sucrose consumption not after reward habituation but without reward habituation. Although the application of sWKY rats in a study of anhedonia might be limited, we observed some similarities between the regions of brain atrophy in sWKY rats and humans with depression, supporting the translation of sWKY rat studies to humans., (© 2024. The Author(s).)
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- 2024
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37. Nitrogen-containing heterocyclic compounds: A ray of hope in depression?
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Choudhary D, Kumar B, and Kaur R
- Subjects
- Humans, Antidepressive Agents, Tricyclic, Selective Serotonin Reuptake Inhibitors, Serotonin, Depression drug therapy, Antidepressive Agents pharmacology, Antidepressive Agents therapeutic use
- Abstract
Depression is not similar to daily mood fluctuations and temporary emotional responses to day-to-day activities. Depression is not a passing problem; it is an ongoing problem. It deals with different episodes consisting of several symptoms that last for at least 2 weeks. It can be seen for several weeks, months, or years. At its final stage, or can say, in its worst condition, it can lead to suicide. Antidepressants are used to inhibit the reuptake of the neurotransmitters by some selective receptors, which increase the concentration of specific neurotransmitters around the nerves in the brain. Drugs that are currently being used for the management of various types of depression include selective serotonin reuptake inhibitors, tricyclic antidepressants, atypical antidepressants, serotonin, noradrenaline reuptake inhibitors, etc. In this review, we have outlined different symptoms, causes, and recent advancements in nitrogen-containing heterocyclic drug candidates for the management of depression. This article highlights the various structural features along with the structure-activity relationship (SAR) of nitrogen-containing heterocyclics that play a key role in binding at target sites for potential antidepressant action. The in silico studies were carried out to determine the binding interactions of the target ligands with the receptor site to determine the potential role of substitution patterns at core pharmacophoric features. This article will help medicinal chemists, biochemists, and other interested researchers in identifying the potential pharmacophores as lead compounds for further development of new potent antidepressants., (© 2024 John Wiley & Sons Ltd.)
- Published
- 2024
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38. Which Symptoms Bridge Symptoms of Depression and Symptoms of Eating Disorders?: A Network Analysis.
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Meier M, Summers BJ, and Buhlmann U
- Subjects
- Humans, Cross-Sectional Studies, Comorbidity, Fear, Depression diagnosis, Depression epidemiology, Feeding and Eating Disorders diagnosis, Feeding and Eating Disorders epidemiology
- Abstract
Abstract: Depression is a common comorbid mental illness in eating disorders (EDs). Network theory focuses on interactions between symptoms, but findings from network analyses of EDs and depression need to be replicated to make reliable claims about the nature of symptomatic interplay. We used cross-sectional data of 366 online-recruited participants with clinically elevated ED symptomatology and constructed a regularized partial correlation network with ED and depression symptoms. To determine each symptom's influence, we calculated expected influence (EI) and bridge EI to identify symptoms that bridged symptoms of depression and ED. Concerns that others see one eat, fear of weight gain, and fear of loss of control over eating were especially important among the ED symptoms. Loss of interest and feeling sad were the key depression symptoms. Eating in secret and low self-esteem emerged as potential bridge symptoms between clusters. These findings regarding bridge symptoms partially overlap with prior network analyses in nonclinical and clinical samples. Future studies that investigate symptom interplay via a longitudinal design to deduce causality are needed., (Copyright © 2024 Wolters Kluwer Health, Inc. All rights reserved.)
- Published
- 2024
- Full Text
- View/download PDF
39. What Do We Know About Depression Among Youth and How Can We Make Progress Toward Improved Understanding and Reducing Distress? A New Hope.
- Author
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Hankin BL and Griffith JM
- Subjects
- Child, Humans, Adolescent, Young Adult, Adult, Risk Factors, Depression prevention & control
- Abstract
This paper summarizes many findings about depression among children and adolescents. Depression is prevalent, highly distressing, and exerts considerable burden worldwide. Rates surge from childhood through young adulthood and have increased over the last decade. Many risk factors have been identified, and evidence-based interventions exist targeting mostly individual-level changes via psychological or pharmacological means. At the same time, the field appears stuck and has not achieved considerable progress in advancing scientific understanding of depression's features or delivering interventions to meet the challenge of youth depression's high and growing prevalence. This paper adopts several positions to address these challenges and move the field forward. First, we emphasize reinvigoration of construct validation approaches that may better characterize youth depression's phenomenological features and inform more valid and reliable assessments that can enhance scientific understanding and improve interventions for youth depression. To this end, history and philosophical principles affecting depression's conceptualization and measurement are considered. Second, we suggest expanding the range and targets of treatments and prevention efforts beyond current practice guidelines for evidence-based interventions. This broader suite of interventions includes structural- and system-level change focused at community and societal levels (e.g., evidence-based economic anti-poverty interventions) and personalized interventions with sufficient evidence base. We propose that by focusing on the FORCE (Fundamentals, Openness, Relationships, Constructs, Evidence), youth depression research can provide new hope., (© 2023. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.)
- Published
- 2023
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- View/download PDF
40. A retrospective cohort study to investigate fatigue, psychological or cognitive impairment after TIA: protocol paper.
- Author
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Moran GM, Calvert M, Feltham MG, Ryan R, and Marshall T
- Subjects
- Adolescent, Adult, Aged, Aged, 80 and over, Case-Control Studies, Clinical Protocols, Female, Follow-Up Studies, Humans, Kaplan-Meier Estimate, Male, Middle Aged, Primary Health Care, Proportional Hazards Models, Retrospective Studies, Risk Factors, Stroke etiology, Young Adult, Anxiety etiology, Cognition Disorders etiology, Depression etiology, Fatigue etiology, Ischemic Attack, Transient complications, Stress Disorders, Post-Traumatic etiology
- Abstract
Introduction: Transient ischaemic attack (TIA) is defined by short-lasting, stroke-like symptoms, and is recognised as a medical emergency. Symptoms are assumed to completely resolve, and treatment is focused on secondary stroke/TIA prevention. However, evidence suggests that patients with TIA may experience ongoing residual impairments, which they do not receive therapy for as standard practice. TIA-induced sequelae could impact on patients' quality of life and ability to return to work or social activities. We aim to investigate whether TIA is associated with subsequent consultation for fatigue, psychological or cognitive impairment in primary care., Methods and Analysis: A retrospective open cohort study of patients with first-ever TIA and matched controls. Relevant data will be extracted from The Health Improvement Network (THIN) database, an anonymised primary care database which includes data for over 12 million patients and covers approximately 6% of the UK population. Outcomes will be the first consultation for fatigue, anxiety, depression, post-traumatic stress disorder or cognitive impairment. Principal analysis will use Kaplan-Meier survivor functions to estimate time to first consultation, with log-rank tests to compare TIA and control patients. Cox proportional hazard models will predict the effect of demographic and patient characteristics on time to first consultation., Ethics and Dissemination: Approval was granted by a THIN Scientific Review Committee (ref: 14-008). The study's findings will be published in a peer-reviewed journal and disseminated at national and international conferences and through social media., (Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions.)
- Published
- 2015
- Full Text
- View/download PDF
41. Depression Detection During the Covid 19 Pandemic by Machine Learning Techniques
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Arora, Sofia, Malik, Arun, Khurana, Parul, Batra, Isha, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Luhach, Ashish Kumar, editor, Jat, Dharm Singh, editor, Bin Ghazali, Kamarul Hawari, editor, Gao, Xiao-Zhi, editor, and Lingras, Pawan, editor
- Published
- 2021
- Full Text
- View/download PDF
42. A Study Based on P300 Component in Single-Trials for Discriminating Depression from Normal Controls
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Zhang, Wei, Gong, Tao, Li, Jianxiu, Li, Xiaowei, Hu, Bin, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Sun, Yuqing, editor, Liu, Dongning, editor, Liao, Hao, editor, Fan, Hongfei, editor, and Gao, Liping, editor
- Published
- 2021
- Full Text
- View/download PDF
43. Comparing the feasibility, acceptability, clinical-, and cost-effectiveness of mental health e-screening to paper-based screening on the detection of depression, anxiety, and psychosocial risk in pregnant women: a study protocol of a randomized, parallel-group, superiority trial.
- Author
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Kingston D, McDonald S, Biringer A, Austin MP, Hegadoren K, McDonald S, Giallo R, Ohinmaa A, Lasiuk G, MacQueen G, Sword W, Lane-Smith M, and van Zanten SV
- Subjects
- Anxiety psychology, Canada, Clinical Protocols, Computers, Handheld, Depression psychology, Feasibility Studies, Female, Humans, Mental Health Services, Predictive Value of Tests, Pregnancy, Pregnancy Complications psychology, Prenatal Care, Psychometrics, Risk Factors, Urban Health Services, Anxiety diagnosis, Depression diagnosis, Internet, Mental Health, Pregnancy Complications diagnosis, Psychiatric Status Rating Scales, Research Design, Surveys and Questionnaires
- Abstract
Background: Stress, depression, and anxiety affect 15% to 25% of pregnant women. However, substantial barriers to psychosocial assessment exist, resulting in less than 20% of prenatal care providers assessing and treating mental health problems. Moreover, pregnant women are often reluctant to disclose their mental health concerns to a healthcare provider. Identifying screening and assessment tools and procedures that are acceptable to both women and service providers, cost-effective, and clinically useful is needed., Methods/design: The primary objective of this randomized, parallel-group, superiority trial is to evaluate the feasibility and acceptability of a computer tablet-based prenatal psychosocial assessment (e-screening) compared to paper-based screening. Secondary objectives are to compare the two modes of screening on: (1) the level of detection of prenatal depression and anxiety symptoms and psychosocial risk; (2) the level of disclosure of symptoms; (3) the factors associated with feasibility, acceptability, and disclosure; (4) the psychometric properties of the e-version of the assessment tools; and (5) cost-effectiveness. A sample of 542 women will be recruited from large, primary care maternity clinics and a high-risk antenatal unit in an urban Canadian city. Pregnant women are eligible to participate if they: (1) receive care at one of the recruitment sites; (2) are able to speak/read English; (3) are willing to be randomized to e-screening; and (4) are willing to participate in a follow-up diagnostic interview within 1 week of recruitment. Allocation is by computer-generated randomization. Women in the intervention group will complete an online psychosocial assessment on a computer tablet, while those in the control group will complete the same assessment in paper-based form. All women will complete baseline questionnaires at the time of recruitment and will participate in a diagnostic interview within 1 week of recruitment. Research assistants conducting diagnostic interviews and physicians will be blinded. A qualitative descriptive study involving healthcare providers from the recruitment sites and women will provide data on feasibility and acceptability of the intervention. We hypothesize that mental health e-screening in primary care maternity settings and high-risk antenatal units will be as or more feasible, acceptable, and capable of detecting depression, anxiety, and psychosocial risk compared to paper-based screening., Trial Registration: ClinicalTrials.gov Identifier: NCT01899534.
- Published
- 2014
- Full Text
- View/download PDF
44. Faked depression: comparing malingering via the internet, pen-and-paper, and telephone administration modes.
- Author
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Hayes J and Grieve R
- Subjects
- Adult, Australia, Data Collection methods, Female, Humans, Male, Depression diagnosis, Internet, Malingering diagnosis, Surveys and Questionnaires, Telephone
- Abstract
Background: The Internet and telephone are valuable resources for mental health practitioners when access to face-to-face assessment or therapy is difficult. However, despite the high stakes (such as access to medication or financial compensation) often involved in psychological testing, little is known about how test administration mode influences test scores when patients are malingering. The aim of this research was to examine for the first time the equivalence of a malingered measure of depression when administered over the Internet, over the telephone, and with pen and paper., Subjects and Methods: A mixed experimental design was used with participants (n=91) randomly allocated to Internet, telephone, or pen-and-paper groups. Participants completed the Edinburgh Depression Scale, first under standard instructions and then under instructions to fake as if experiencing severe depression. A manipulation check was included to ensure participants had understood and followed instructions to fake., Results: As predicted, participants were able to significantly increase their depression scores when asked to fake depression. Participants reported significantly lower faked depression scores over the telephone than in pen-and-paper format. Faked depression scores in the online group did not differ significantly from those in the telephone and pen-and-paper groups. However, participants in all groups met criteria indicative of a provisional diagnosis of depression., Conclusions: Overall, the results indicate that there may be no meaningful difference between malingering across administration modes. If an individual is malingering depression, administration mode has minimal influence. These findings provide preliminary support for the use of online/telephone technologies in the assessment of depression.
- Published
- 2013
- Full Text
- View/download PDF
45. Detection of Depression and Suicidal Ideation on Social Media: An Intrinsic Review
- Author
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Madkar, Sanat, Maheshwari, Tanay, Merani, Mann, Merchant, Rahil, Doshi, Pankti, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Singh, Mayank, editor, Tyagi, Vipin, editor, Gupta, P. K., editor, Flusser, Jan, editor, Ören, Tuncer, editor, and Sonawane, V. R., editor
- Published
- 2021
- Full Text
- View/download PDF
46. Applying Machine Learning to Detect Depression-Related Texts on Social Networks
- Author
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Shekerbekova, Shirinkyz, Yerekesheva, Meruyert, Tukenova, Lyailya, Turganbay, Kuralay, Kozhamkulova, Zhazira, Omarov, Batyrkhan, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Luhach, Ashish Kumar, editor, Jat, Dharm Singh, editor, Bin Ghazali, Kamarul Hawari, editor, Gao, Xiao-Zhi, editor, and Lingras, Pawan, editor
- Published
- 2021
- Full Text
- View/download PDF
47. A comparison of psychometric properties between internet and paper versions of two depression instruments (BDI-II and MADRS-S) administered to clinic patients.
- Author
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Holländare F, Andersson G, and Engström I
- Subjects
- Adult, Female, Humans, Male, Middle Aged, Psychiatry instrumentation, Reproducibility of Results, Retrospective Studies, Sensitivity and Specificity, Severity of Illness Index, Sweden, Depression diagnosis, Diagnosis, Computer-Assisted instrumentation, Diagnosis, Computer-Assisted methods, Internet, Psychiatric Status Rating Scales, Psychometrics classification, Surveys and Questionnaires classification
- Abstract
Background: Self-report measures can guide clinical decisions and are useful when evaluating treatment outcomes. However, many clinicians do not use self-report measures systematically in their clinical practice. Internet-based questionnaires could facilitate administration, but the psychometric properties of the online version of an instrument should be explored before implementation. The recommendation from the International Test Commission is to test the psychometric properties of each questionnaire separately., Objective: Our objective was to compare the psychometric properties of paper-and-pencil versions and Internet versions of two questionnaires measuring depressive symptoms., Methods: The 87 participating patients were recruited from primary care and psychiatric care within the public health care system in Sweden. Participants completed the Beck Depression Inventory (BDI-II) and the Montgomery-Åsberg Depression Rating Scale-Self-rated (MADRS-S), both on paper and on the Internet. The order was randomized to control for order effects. Symptom severity in the sample ranged from mild to severe depressive symptoms., Results: Psychometric properties of the two administration formats were mostly equivalent. The internal consistency was similar for the Internet and paper versions, and significant correlations were found between the formats for both MADRS-S (r = .84) and the BDI-II (r = .89). Differences between paper and Internet total scores were not statistically significant for either questionnaire nor for the MADRS-S question dealing with suicidality (item 9) when analyzed separately. The score on the BDI-II question about suicidality (item 9) was significantly lower when administered via the Internet compared with the paper score, but the difference was small (effect size, Cohen's [d] = 0.14). There were significant main effects for order of administration on both questionnaires and significant interaction effects between format and order. This should not, however, pose a problem in clinical use as long as the administration format is not changed when repeated measurements are made., Conclusions: The MADRS-S can be transferred to online use without affecting the psychometric properties in a clinically meaningful way. The full BDI-II also seems to retain its properties when transferred; however, the item measuring suicidality in the Internet version needs further investigation since it was associated with a lower score in this study. The use of online questionnaires offers clinicians a more practical way of measuring depressive symptoms and has the potential to save resources.
- Published
- 2010
- Full Text
- View/download PDF
48. A Neural Network Based Hybrid Model for Depression Detection in Twitter
- Author
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Verma, Bhanu, Gupta, Sonam, Goel, Lipika, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Kotenko, Igor, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Singh, Mayank, editor, Gupta, P. K., editor, Tyagi, Vipin, editor, Flusser, Jan, editor, Ören, Tuncer, editor, and Valentino, Gianluca, editor
- Published
- 2020
- Full Text
- View/download PDF
49. An Analysis of Depression Detection Techniques from Online Social Networks
- Author
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Bilal, Uffaq, Khan, Farhan Hassan, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Kotenko, Igor, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Bajwa, Imran Sarwar, editor, Sibalija, Tatjana, editor, and Jawawi, Dayang Norhayati Abang, editor
- Published
- 2020
- Full Text
- View/download PDF
50. Design paper: the DEMO trial: a randomized, parallel-group, observer-blinded clinical trial of aerobic versus non-aerobic versus relaxation training for patients with light to moderate depression.
- Author
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Krogh J, Petersen L, Timmermann M, Saltin B, and Nordentoft M
- Subjects
- Adolescent, Adult, Depression psychology, Humans, Middle Aged, Patient Selection, Randomized Controlled Trials as Topic ethics, Sample Size, Treatment Outcome, Depression physiopathology, Depression therapy, Exercise physiology, Exercise psychology, Randomized Controlled Trials as Topic methods, Relaxation Therapy, Research Design
- Abstract
Background: In western countries, the yearly incidence of depression is estimated to be 3-5% and the lifetime prevalence is 17%. In patient populations with chronic diseases the point prevalence may be 20%. Depression is associated with increased risk for various conditions such as osteoporoses, cardiovascular diseases, and dementia. WHO stated in 2000 that depression was the fourth leading cause of disease burden in terms of disability. In 2000 the cost of depression in the US was estimated to 83 billion dollars. A predominance of trials suggests that physical exercise has a positive effect on depressive symptoms. However, a meta-analysis from 2001 stated: "The effectiveness of exercise in reducing symptoms of depression cannot be determined because of a lack of good quality research on clinical populations with adequate follow-up.", Objectives: The major objective for this randomized trial is to compare the effect of non-aerobic, aerobic, and relaxation training on depressive symptoms using the blindly assessed Hamilton depression scale (HAM-D(17)) as primary outcome. The secondary outcome is the effect of the intervention on working status (i.e., lost days from work, employed/unemployed) and the tertiary outcomes consist of biological responses., Design: The trial is designed as a randomized, parallel-group, observer-blinded clinical trial. Patients are recruited through general practitioners and psychiatrist and randomized to three different interventions: 1) non-aerobic, -- progressive resistance training, 2) aerobic training, -- cardio respiratory fitness, and 3) relaxation training with minimal impact on strength or cardio respiratory fitness. Training for all three groups takes place twice a week for 4 months. Evaluation of patients' symptoms takes place four and 12 months after inclusion. The trial is designed to include 45 patients in each group. Statistical analysis will be done as intention to treat (all randomized patients). Results from the DEMO trial will be reported according to the CONSORT guidelines in 2008-2009.
- Published
- 2007
- Full Text
- View/download PDF
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