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Gotowe bibliografie tematyczne / Adjustment Disorder of Sleep

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Gotowa bibliografia na temat „Adjustment Disorder of Sleep”

Autor: Grafiati

Data publikacji: 3 czerwca 2025

Data aktualizacji: 31 lipca 2025

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Artykuły w czasopismach na temat "Adjustment Disorder of Sleep"

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Doherty, Anne, Louisa Lorenz, Faraz Jabbar, Eamonn O’Leary, and Patricia Casey. "Sleep Disturbance in Adjustment Disorder and Depressive Episode." International Journal of Environmental Research and Public Health 16, no. 6 (2019): 1083. http://dx.doi.org/10.3390/ijerph16061083.

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Background: In this paper, we aimed to examine the patterns of sleep disturbance in adjustment disorder (AD) and depressive episode (DE), to examine the variables associated with sleep disturbance in AD and DE and associated impairment in functioning. Methods: This is a multi-centre case-control study of 370 patients: 185 patients with AD and 185 patients with a diagnosis of DE, recruited from the liaison psychiatry services of three Dublin hospitals. We examined the participants’ sleep pathology using the sleep disturbance items on the Schedule for Clinical Assessment in Neuropsychiatry, and

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Siahaan, Sarah Endang S., Ni Ketut Putri Ariani, and Desak Ketut Indrasari Utami. "Sleep disorders in meningoencephalitis with adjustment disorders." International journal of health & medical sciences 5, no. 4 (2022): 272–75. http://dx.doi.org/10.21744/ijhms.v5n4.1951.

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Many patients with medical disorders, such as meningoencephalitis are evaluated by psychiatrists complaining of sleep problems as one of the symptoms. A 65-years old married male patient who was currently unemployed was interviewed by a psychiatrist in an uncomfortable reclining position. The patient had been hospitalized for 8 days prior to the interview with a history of being unconscious. The patient showed disorganized speech, tried to pull the intravenous line, and hit his wife. The patient said that at this time, he was unable to sleep due to the throbbing headaches, nauseous, and freque

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Baran, Alp Sinan, and Allen C. Richert. "Obstructive Sleep Apnea and Depression." CNS Spectrums 8, no. 2 (2003): 128–34. http://dx.doi.org/10.1017/s1092852900018356.

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AbstractIs there an association between obstructive sleep apnea (OSA) and depression? OSA is a common breathing-related sleep disorder. There have been reports that depressive symptoms can be associated with this sleep disorder. A number of investigations have addressed this issue. Although some have found no correlation, most studies have concluded that there is an association between OSA and depressive symptoms. Other investigations have shown that depressive symptoms improve with treatment of OSA, and that untreated OSA may contribute to treatment resistance in some cases of mood disorders.

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Johnson, Solomon, and S. Mehdi Nouraie. "0523 Disparities in Discussion of Sleep-related Breathing Disorders with a Physician." SLEEP 46, Supplement_1 (2023): A231. http://dx.doi.org/10.1093/sleep/zsad077.0523.

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Abstract Introduction Race, immigration status and healthcare access have known associations with sleep health in socially disadvantaged groups. The prevalence and severity of sleep disorders, such as obstructive sleep apnea (OSA) are higher among non-whites and underdiagnosed in socially disadvantaged groups. Associations between sleep health and country of birth have also been identified. Certain minority groups are known to be less likely to report symptoms of OSA or insomnia to a physician. It's therefore possible that propensity for sleep disorder self-report plays a role in disparities o

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Vural, Rüya Vuslat. "Uyum Bozukluğunda Bilişsel Davranışçı Terapi: Bir Olgu Sunumu." Journal of Social Research and Behavioral Sciences 11, no. 24 (2025): 42–56. https://doi.org/10.52096/issar.02.04.03.

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In this case report, a 19-year-old male client with an adjustment disorder according to DSM-V diagnostic criteria was treated with cognitive behavioral therapy. During eight sessions, he worked on pressure from his family, sleep problems, betrayal, the mourning process, and anxiety symptoms. Techniques such as changing thought patterns, developing regular sleep habits, coping strategies, and confronting fears were used in the therapy. Over time, the client's complaints decreased visibly. During the treatment process, he began to talk to his family members more healthily. The greatest progress

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Gromova, Valentina A., Ilya A. Krylov, Natalia A. Nazarenko, Ludmila E. Gromova, Michail Yu Nazarenko, and Grigory M. Repnitsyn. "Pharmacological Correction for Adjustment Disorder in Adolescents." Revista Gestão Inovação e Tecnologias 11, no. 2 (2021): 174–91. http://dx.doi.org/10.47059/revistageintec.v11i2.1652.

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The research presents the results of examination and treatment of patients hospitalized in the adolescent male department of the St. Petersburg State Public Healthcare Institution ‘Skvortsov-Stepanov City Psychiatric Hospital No.3’ with diagnosed adjustment disorder. Disorders of emotions and behavior were traced in 80.11% of observations (of which 17.82% were suicidal-blackmailing behavior in the anamnesis, 10.53% with a history of suicide attempts); depressed mood, anxiety, fear attacks in 16.87%, other cases against the background of alcohol and psychoactive substances (PAS) in 3.02%. The m

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Burns, Angus, Daniel Windred, Martin Rutter, et al. "0307 Day and night light exposure are associated with psychiatric disorders: An objective light study in >80,000 people." SLEEP 46, Supplement_1 (2023): A136. http://dx.doi.org/10.1093/sleep/zsad077.0307.

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Abstract Introduction Circadian rhythm disturbance is a common feature of many psychiatric disorders. Light is the primary input to the circadian clock, with daytime light strengthening rhythms and night light disrupting them. Therefore, habitual light exposure may represent an environmental risk factor for susceptibility to psychiatric disorders. Methods We performed the largest to-date cross-sectional analysis of light, sleep, physical activity, and mental health in participants from the UK Biobank actigraphy cohort (n = 86,772 adults; aged 62.4 ± 7.4 years; 57% women). We examined the indep

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Chung, Ming-Shun, Hsien-Jane Chiu, Wen-Jung Sun, et al. "Association among depressive disorder, adjustment disorder, sleep disturbance, and suicidal ideation in Taiwanese adolescent." Asia-Pacific Psychiatry 6, no. 3 (2013): 319–25. http://dx.doi.org/10.1111/appy.12112.

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Deng, Ming-Gang, Jia-Qi Nie, Yuan-Yuan Li, Xue Yu, and Zhi-Jiang Zhang. "Higher HEI-2015 Scores Are Associated with Lower Risk of Sleep Disorder: Results from a Nationally Representative Survey of United States Adults." Nutrients 14, no. 4 (2022): 873. http://dx.doi.org/10.3390/nu14040873.

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Whether there is an association between dietary quality and sleep disorder in American adults is unclear. We conducted this study to analyze whether dietary quality, using the Healthy Eating Index-2015 (HEI-2015) scores as the measure, was associated with self-reported sleep disorders. Data came from the National Health and Nutrition Examination Survey (2005–2014). Step-weighted logistic regression models were performed to explore the relationships between the HEI-2015 scores and sleep disorder. Weighted quantile sum regression model was used to identify the HEI-2015 components most strongly a

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Lewis, Katie Swaden, Katherine Gordon-Smith, Liz Forty, et al. "Sleep loss as a trigger of mood episodes in bipolar disorder: Individual differences based on diagnostic subtype and gender." British Journal of Psychiatry 211, no. 3 (2017): 169–74. http://dx.doi.org/10.1192/bjp.bp.117.202259.

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BackgroundSleep loss may trigger mood episodes in people with bipolar disorder but individual differences could influence vulnerability to this trigger.AimsTo determine whether bipolar subtype (bipolar disorder type I (BP-I) or II (BD-II)) and gender were associated with vulnerability to the sleep loss trigger.MethodDuring a semi-structured interview, 3140 individuals (68% women) with bipolar disorder (66% BD-I) reported whether sleep loss had triggered episodes of high or low mood. DSM-IV diagnosis of bipolar subtype was derived from case notes and interview data.ResultsSleep loss triggering

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Rozprawy doktorskie na temat "Adjustment Disorder of Sleep"

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Corkum, Penny. "Attention-deficit/hyperactivity disorder and sleep problems." Thesis, National Library of Canada = Bibliothèque nationale du Canada, 1999. http://www.collectionscanada.ca/obj/s4/f2/dsk1/tape10/PQDD_0015/NQ45712.pdf.

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Ksinan, Jiskrova Gabriela. "LONGITUDINAL ASSOCIATIONS BETWEEN SLEEP FUNCTIONING AND ADOLESCENT ADJUSTMENT." UKnowledge, 2018. https://uknowledge.uky.edu/hes_etds/65.

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The current dissertation consists of three interrelated studies examining the relationship between sleep functioning and adolescent adjustment. Although links between sleep patterns and internalizing problems and externalizing or problem behaviors in children and adolescents have been established in literature, several gaps remain in this research. This dissertation addressed these by: (a) testing sleep problems, quantity, and chronotype in childhood as predictors of internalizing problems in adolescence (Study 1), (b) testing sleep problems, quantity, and chronotype in childhood as predictors

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Alder, Megan Lynn. "Sleep in Young Children with Autism Spectrum Disorder." Case Western Reserve University School of Graduate Studies / OhioLINK, 2021. http://rave.ohiolink.edu/etdc/view?acc_num=case1619540173790598.

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Couston, M. C. "Sleep disorder following traumatic brain injury : an investigation of the predictors of sleep disorder 12 months or more following traumatic brain injury." Thesis, University of Edinburgh, 2003. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.645042.

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Objective: The purpose was to identify the characteristics predictive of sleep disorder in a sample of traumatic brain injury (TBI) patients, twelve months or more following trauma. Design: A between-subject design explored the relationship between the participant’s sleep disturbance and the severity of TBI. A within-subjects design investigated reliability of the sleep disorder self-report and explored differences between ratings of the participant and a significant other. In addition, qualitative analysis based on content analysis, investigated themes relating to sleep experiences generated

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Ng, Ho-yee, and 伍浩沂. "Sleep-wake disturbance in people with interepisode bipolar disorder." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2014. http://hdl.handle.net/10722/208056.

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Boland, Elaine. "Sleep Disruption in Cognitive and Occupational Functioning in Bipolar Disorder." Diss., Temple University Libraries, 2014. http://cdm16002.contentdm.oclc.org/cdm/ref/collection/p245801coll10/id/283354.

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Psychology<br>Ph.D.<br>Bipolar Disorder is frequently associated with a number of poor outcomes including, but not limited to, a significant impairment in the ability to return to premorbid levels of occupational and psychosocial functioning, often despite the remission of mood symptoms. An extensive line of research has pointed toward deficits in cognitive functioning as playing an important role in this persistent disability, with a number of studies demonstrating the presence of numerous cognitive impairments during the inter-episode period. Also present during affective episodes as well as

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Swaden, Lewis Katie. "Sleep disruption as a pathway to mania in bipolar disorder." Thesis, Cardiff University, 2017. http://orca.cf.ac.uk/110545/.

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Sleep loss may act as a trigger or early warning sign of manic episodes in individuals with bipolar disorder (BD) but the nature of this relationship remains unclear. The aim of this thesis was to explore the relationship between sleep disruption and mania in individuals with BD. The datasets used in this thesis were obtained from the Bipolar Disorder Research Network (BDRN), an ongoing research programme of over 6000 individuals with mood disorders recruited from across the UK. Psychiatric diagnoses were determined using a semi-structured diagnostic research interview and case notes. First, i

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Hiskey, Syd. "Intrusive experiences and psychological adjustment following trauma." Thesis, University of Essex, 2002. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.248651.

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Eder, Derek N. "A naturalistic study of sleep regulation in seasonal affective disorder : SAD, asleep, and unresponsive /." Thesis, Connect to this title online; UW restricted, 1998. http://hdl.handle.net/1773/9072.

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Beauchemin, Kathleen Mary. "Nocturnal psychopathology : sleep, dreaming, mood and light-therapy in bipolar disorder /." Thesis, National Library of Canada = Bibliothèque nationale du Canada, 1997. http://www.collectionscanada.ca/obj/s4/f2/dsk3/ftp04/nq22949.pdf.

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Książki na temat "Adjustment Disorder of Sleep"

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Christopher, Idzikowski, and Cowen P. J, eds. Serotonin, sleep, and mental disorder. Wrightson Biomedical Pub., 1991.

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United States. Agency for Health Care Policy and Research, ed. Polysomnography and sleep disorder centers. U.S. Dept. of Health and Human Services, Public Health Service, Agency for Health Care Policy and Research, 1992.

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Schenck, Carlos H., Birgit Högl, and Aleksandar Videnovic, eds. Rapid-Eye-Movement Sleep Behavior Disorder. Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-319-90152-7.

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S, Luthar Suniya, ed. Developmental psychopathology: Perspectives on adjustment, risk, and disorder. Cambridge University Press, 1997.

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S, Luthar Suniya, ed. Developmental psychopathology: Perspectives on adjustment, risk, and disorder. Cambridge University Press, 1997.

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M, Shapiro Colin, ed. Sleep solutions. Kommunicom Publications, 1992.

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Vermetten, Eric, Anne Germain, and Thomas C. Neylan, eds. Sleep and Combat-Related Post Traumatic Stress Disorder. Springer New York, 2018. http://dx.doi.org/10.1007/978-1-4939-7148-0.

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Nelson, Roxanne. If you think you have a sleep disorder. Dell, 1998.

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Utley, Marguerite J. Narcolepsy: A funny disorder that's no laughing matter. M.J. Utley, 1995.

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Horowitz, Mardi Jon. Stress response syndromes: PTSD, grief, adjustment, and dissociative disorders. 5th ed. Jason Aronson, 2011.

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Części książek na temat "Adjustment Disorder of Sleep"

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Klyce, Daniel W. "Adjustment Disorder." In Encyclopedia of Clinical Neuropsychology. Springer International Publishing, 2018. http://dx.doi.org/10.1007/978-3-319-57111-9_9183.

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Levesque, Roger J. R. "Adjustment Disorder." In Encyclopedia of Adolescence. Springer New York, 2011. http://dx.doi.org/10.1007/978-1-4419-1695-2_488.

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Klyce, Daniel W. "Adjustment Disorder." In Encyclopedia of Clinical Neuropsychology. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-56782-2_9183-1.

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Wenli, Wu. "Adjustment Disorder." In The ECPH Encyclopedia of Psychology. Springer Nature Singapore, 2024. http://dx.doi.org/10.1007/978-981-99-6000-2_885-1.

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Sandhu, Jasdeep, and Omar Mirza. "Adjustment Disorder." In The Psychiatric Consult. Springer Nature Switzerland, 2023. http://dx.doi.org/10.1007/978-3-031-26837-3_12.

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Sandhu, Jasdeep, and Omar Mirza. "Adjustment Disorder." In The Psychiatric Consult. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-030-96426-9_12.

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Levesque, Roger J. R. "Adjustment Disorder." In Encyclopedia of Adolescence. Springer International Publishing, 2018. http://dx.doi.org/10.1007/978-3-319-33228-4_488.

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Bachem, R. "Adjustment Disorder." In Trauma Sequelae. Springer Berlin Heidelberg, 2022. http://dx.doi.org/10.1007/978-3-662-64057-9_5.

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Bachem, R. "Adjustment Disorder." In Trauma Sequelae. Springer Berlin Heidelberg, 2022. http://dx.doi.org/10.1007/978-3-662-64057-9_5.

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Wenli, Wu. "Adjustment Disorder." In The ECPH Encyclopedia of Psychology. Springer Nature Singapore, 2024. https://doi.org/10.1007/978-981-97-7874-4_885.

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Streszczenia konferencji na temat "Adjustment Disorder of Sleep"

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Reddy, K. Rakesh Kumar, K. Abinaya, and G. L. V. Satya Sai Ram. "Sleep Disorder Detection Using Deep Learning." In 2025 International Conference on Computer, Electrical & Communication Engineering (ICCECE). IEEE, 2025. https://doi.org/10.1109/iccece61355.2025.10940728.

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Sahu, Divya Rishi, and Rajeev Kumar Gupta. "Machine Learning Techniques for Sleep Disorder Classification and Sleep Quality Assessment." In 2024 Asian Conference on Intelligent Technologies (ACOIT). IEEE, 2024. https://doi.org/10.1109/acoit62457.2024.10939162.

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Jain, Sambhav, Satyam Thakur, Prachi Bhowate, Neha Gupta, and Sarika Khandelwal. "Automated Sleep Stage Classification and Music Therapy Recommendation for sleep Disorder." In 2025 IEEE International Students' Conference on Electrical, Electronics and Computer Science (SCEECS). IEEE, 2025. https://doi.org/10.1109/sceecs64059.2025.10940360.

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Saini, Sandeep Kumar, Garima Chandel, Aldrin Shayamano, and Ologe Temitope Jemima. "Identification of Sleep Disorder Using Machine Learning." In 2024 International Conference on Futuristic Technologies in Control Systems & Renewable Energy (ICFCR). IEEE, 2024. https://doi.org/10.1109/icfcr64128.2024.10762998.

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Li, Wenhao, Yi Liu, Dongbin Lyu, et al. "PSGAnalyzer: The Intelligent Sleep Analysis Platform Empowering Sleep Disorder Diagnosis and Treatment." In 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, 2024. https://doi.org/10.1109/bibm62325.2024.10822659.

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Asmita, R., T. H. Hrithik, K. H. Akhil, Nisha Mishra, and V. S. Kirthika Devi. "Data-Driven Approaches for Personalized Sleep Disorder Diagnosis." In 2025 3rd International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT). IEEE, 2025. https://doi.org/10.1109/idciot64235.2025.10914799.

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Satapathy, Santosh Kumar, Chaitya Daga, Mahek Tripathi, Rishi Khandelwal, Somya Mehta, and Aashna Mathur. "An Efficient Machine Learning Framework for Sleep Stages Classification in Sleep Disorder Disease." In 2024 2nd International Conference on Signal Processing, Communication, Power and Embedded System (SCOPES). IEEE, 2024. https://doi.org/10.1109/scopes64467.2024.10990881.

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Feuerstein, Simon, Ambra Stefani, Raphael Angerbauer, et al. "Sleep structure discriminates patients with isolated REM sleep behavior disorder: a deep learning approach." In 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, 2024. https://doi.org/10.1109/embc53108.2024.10782600.

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Devi, R. Renuga, S. Anitha Elavarasi, Chetti Venkateswarlu, R. Anitha, and Hassan Mohamed Ali. "Sleep Stage and Sleep Disorder Detection using Spatial and Temporal Attention based Capsule Network." In 2024 First International Conference on Software, Systems and Information Technology (SSITCON). IEEE, 2024. https://doi.org/10.1109/ssitcon62437.2024.10796680.

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Nikishov, Artem, Andrey Kletsov, Dinara Kayumova, Jonghee Han, Heonkyo Sim, and Hongbeom Shin. "Remote monitoring of periodic limb movement disorder during sleep." In GLOBECOM 2024 - 2024 IEEE Global Communications Conference. IEEE, 2024. https://doi.org/10.1109/globecom52923.2024.10901743.

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Raporty organizacyjne na temat "Adjustment Disorder of Sleep"

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Liu, Chun Ching, Patrick Schmidlin, Thomas Attin, and Omid Fakheran. Gender differences in non-apnoea sleep disorder among periodontitis patients: A systematic review. INPLASY - International Platform of Registered Systematic Review and Meta-analysis Protocols, 2023. http://dx.doi.org/10.37766/inplasy2023.4.0010.

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Sun, Heli, Zhen Gui, Jia-Xin Li, and Wan-Ying Zheng. Prevalence of subjective poor sleep quality in major depression disorder patients: a systematic review and meta-analysis. INPLASY - International Platform of Registered Systematic Review and Meta-analysis Protocols, 2023. http://dx.doi.org/10.37766/inplasy2023.2.0078.

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Kushida, Clete, Tyson Holmes, Kara Griffin, and Kary Newman. Does a Coordinated-Care Management Approach Improve Care and Health for Patients With a Sleep Disorder? – SMART DOCS. Patient-Centered Outcomes Research Institute® (PCORI), 2019. http://dx.doi.org/10.25302/10.2019.ce.12114137.

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Kaambwa, Billingsley, Taylor-Jade Woods, Andrea Natsky, et al. Content comparison of quality-of-life measures used in economic evaluations of sleep disorder interventions: a systematic review. INPLASY - International Platform of Registered Systematic Review and Meta-analysis Protocols, 2023. http://dx.doi.org/10.37766/inplasy2023.5.0068.

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Review question / Objective: 1. To identify the different contexts and populations in which quality-of-life instruments have been used in the published literature of economic evaluations in sleep health research. 2. To compare the content of these quality-of-life instruments by linking them to meaningful concepts. Information sources: An initial search will be limited to MEDLINE, National Health Service Economic Evaluation Database (NHS EED) and the Cost-Effectiveness Analysis Registry to identify articles on the topic. The text words used in the titles and abstracts and the index terms used t

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Xu, Mingmin, Pei Guo, Min’an Chen, et al. Acupoint stimulation-related therapies for the management of insomnia disorder: A systematic review and meta-analysis protocol. INPLASY - International Platform of Registered Systematic Review and Meta-analysis Protocols, 2021. http://dx.doi.org/10.37766/inplasy2021.12.0137.

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Review question / Objective: This meta-analysis will not only summarize all the ASRTs reported in clinical trials but also evaluate their effect on objective and subjective indices related to insomnia disorder. We will also perform subgroup analyses to identify possible confounders of the effects of ASRTs including treatment characteristics (e.g., acupoint selection, stimulation method, treatment duration) and patient characteristics (e.g., age, comorbidities, severity, and course of insomnia disorder). In doing so, we will endeavor to answer questions about whether efficacy varies according t

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ji, yuqin, hao tian, qiang ye, zhuoyan ye, and zeyu zheng. Effectiveness of exercise intervention on improving fundamental motor skills in children with autism spectrum disorder: A systematic review and Meta-analysis. INPLASY - International Platform of Registered Systematic Review and Meta-analysis Protocols, 2022. http://dx.doi.org/10.37766/inplasy2022.12.0013.

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Review question / Objective: This systematic review and meta-analysis aimed to synthesize available randomized controlled trial studies concerning the effects of exercise interventions on fundamental motor skills in children with autism spectrum disorder. Condition being studied: Autism Spectrum Disorder (ASD) is a complicated and highly prevalent neuro-developmental disorder characterized by deficits in social communication, restricted interests, and repetitive behaviors. The CDC reported that the prevalence of ASD was estimated to be 1 in 59 in the United States by 2020. Along with typical s

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Zhou, Zhuo, Guixing Xu, Liuyang Huang, et al. Effectiveness and Safety of Electroacupuncture for Depression: a systematic review and meta-analysis. INPLASY - International Platform of Registered Systematic Review and Meta-analysis Protocols, 2022. http://dx.doi.org/10.37766/inplasy2022.1.0068.

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Review question / Objective: Is electroacupuncture a safe therapy for the treatment of depression? Is electroacupuncture effective for the treatment of depression, as compared with sham control, or conventional drugs？ Condition being studied: Depression is a mood disorder that causes sufferers to feel sadness, decreased interest, guilt, self-blame, loss of energy, and experience sleep disorders such as insomnia. People suffering from depression even feel they have no way out and have suicidal thoughts. In the United States, the prevalence of a major depressive disorder is 16.2%1-3. The 2010 Gl

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Luo, Minjing, Yilin Li, Yingqiao Wang, et al. The Fragility of Statistically Significant Findings from Depression Randomized Controlled Trials. INPLASY - International Platform of Registered Systematic Review and Meta-analysis Protocols, 2023. http://dx.doi.org/10.37766/inplasy2023.4.0086.

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Review question / Objective: The Fragility of Statistically Significant Findings from Depression Randomized Controlled Trials. Condition being studied: Depression is a mental disorder characterized by a range of symptoms, including loss of memory and sleep, decreased energy, feelings of guilt or low mood, disturbed appetite, poor concentration, and an increased risk of suicide. According to a systematic analysis of the Global Burden of Disease Study 2019, depression is recognized as the leading cause of disease burden for mental disorders, accounting for the largest proportion of disability-ad

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Alwan, Iktimal, Dennis D. Spencer, and Rafeed Alkawadri. Comparison of Machine Learning Algorithms in Sensorimotor Functional Mapping. Progress in Neurobiology, 2023. http://dx.doi.org/10.60124/j.pneuro.2023.30.03.

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Objective: To compare the performance of popular machine learning algorithms (ML) in mapping the sensorimotor cortex (SM) and identifying the anterior lip of the central sulcus (CS). Methods: We evaluated support vector machines (SVMs), random forest (RF), decision trees (DT), single layer perceptron (SLP), and multilayer perceptron (MLP) against standard logistic regression (LR) to identify the SM cortex employing validated features from six-minute of NREM sleep icEEG data and applying standard common hyperparameters and 10-fold cross-validation. Each algorithm was tested using vetted feature

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‘OpenHouse on Autism’ – In search of a bedtime routine. What to do when your child won’t sleep. ACAMH, 2020. http://dx.doi.org/10.13056/acamh.13472.

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