Search results for "epression"

showing 10 items of 1868 documents

Glottal Source Features for Automatic Speech-Based Depression Assessment

2017

Depression is one of the most prominent mental disorders, with an increasing rate that makes it the fourth cause of disability worldwide. The field of automated depression assessment has emerged to aid clinicians in the form of a decision support system. Such a system could assist as a pre-screening tool, or even for monitoring high risk populations. Related work most commonly involves multimodal approaches, typically combining audio and visual signals to identify depression presence and/or severity. The current study explores categorical assessment of depression using audio features alone. Specifically, since depression-related vocal characteristics impact the glottal source signal, we exa…

machine learningComputer scienceSpeech recognitionglottal source0202 electrical engineering electronic engineering information engineeringAutomatic speechPhase Distortion Deviation020206 networking & telecommunications020201 artificial intelligence & image processing02 engineering and technologybi-nary classificationDepression (differential diagnoses)Interspeech 2017
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Automatic Processing of Changes in Facial Emotions in Dysphoria: A Magnetoencephalography Study

2018

It is not known to what extent the automatic encoding and change detection of peripherally presented facial emotion is altered in dysphoria. The negative bias in automatic face processing in particular has rarely been studied. We used magnetoencephalography (MEG) to record automatic brain responses to happy and sad faces in dysphoric (Beck’s Depression Inventory ≥ 13) and control participants. Stimuli were presented in a passive oddball condition, which allowed potential negative bias in dysphoria at different stages of face processing (M100, M170, and M300) and alterations of change detection (visual mismatch negativity, vMMN) to be investigated. The magnetic counterpart of the vMMN was el…

magnetoencephalographyMismatch negativityAutomatic processinghavaitseminenfacial expressionsAudiology170 Ethics2738 Psychiatry and Mental HealthBehavioral Neuroscience0302 clinical medicine2802 Behavioral Neurosciencechange detectionta515dysphoriaOriginal ResearchMEGmedicine.diagnostic_test05 social sciencesPsychiatry and Mental healthNeuropsychology and Physiological PsychologyNeurologymedicine.symptomPsychology2803 Biological PsychiatryChange detectionmasennusmedicine.medical_specialtydepression (mental disorders)610 Medicine & healthOccipital regionemotionsDysphoriata3112behavioral disciplines and activities050105 experimental psychologylcsh:RC321-5713206 Neuropsychology and Physiological Psychology03 medical and health sciencesperception (activity)Group differencestunteetmedicineemotional faces10237 Institute of Biomedical Engineering0501 psychology and cognitive sciencesilmeetlcsh:Neurosciences. Biological psychiatry. NeuropsychiatryBiological PsychiatryMagnetoencephalographyNegative bias2808 Neurologyautomatic030217 neurology & neurosurgeryNeuroscienceFrontiers in Human Neuroscience
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Brain Functional Effects of Psychopharmacological Treatment in Major Depression: A Focus on Neural Circuitry of Affective Processing

2015

In the last two decades, neuroimaging research has reached a much deeper understanding of the neurobiological underpinnings of major depression (MD) and has converged on functional alterations in limbic and prefrontal neural networks, which are mainly linked to altered emotional processing observed in MD patients. To date, a considerable number of studies have sought to investigate how these neural networks change with pharmacological antidepressant treatment. In the current review, we therefore discuss results from a) pharmacological functional magnetic resonance imaging (fMRI) studies investigating the effects of selective serotonin or noradrenalin reuptake inhibitors on neural activation…

major depression.EmotionsEmotional processingArticleNeuroimagingbrain activitymedicineBiological neural networkAnimalsHumansPharmacology (medical)Depression (differential diagnoses)PharmacologyDepressive Disorder Majormedicine.diagnostic_testDepressionBrainMagnetic resonance imagingGeneral MedicineAntidepressantsMagnetic Resonance ImagingAntidepressive AgentsPsychiatry and Mental healthNeurologyAntidepressantNeurology (clinical)PsychologyReuptake inhibitorFunctional magnetic resonance imagingClinical psychologyCurrent Neuropharmacology
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Exploring Oscillatory Dysconnectivity Networks in Major Depression During Resting State Using Coupled Tensor Decomposition

2022

Dysconnectivity of large-scale brain networks has been linked to major depression disorder (MDD) during resting state. Recent researches show that the temporal evolution of brain networks regulated by oscillations reveals novel mechanisms and neural characteristics of MDD. Our study applied a novel coupled tensor decomposition model to investigate the dysconnectivity networks characterized by spatio-temporal-spectral modes of covariation in MDD using resting electroencephalography. The phase lag index is used to calculate the functional connectivity within each time window at each frequency bin. Then, two adjacency tensors with the dimension of time frequency connectivity subject are constr…

mallintaminenmasennusBrain MappingDepressive Disorder Majoroscillatory networksDepressionRestneuraalilaskentamajor depression disorderBiomedical EngineeringBrainbrain modelingneuroverkottime-frequency analysisMagnetic Resonance Imagingtensorsmielenterveyshäiriötcoupled tensor decompositionNeural PathwaysHumansdynamic functional connectivityEEGaivotutkimusaivotelectroencephalographyIEEE Transactions on Biomedical Engineering
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Exploring the use of Vibroacoustic treatment for managing chronic pain and comorbid mood disorders : A mixed methods study

2019

Introduction: Chronic pain is a worldwide issue with common comorbidities of depression and anxiety, altogether inhibiting one’s personal relationships and capability to work. Music has long been used as a means to improve pain and mood, and the tactile application of music has shown promising and beneficial results for the treatment of both psychological and physical symptoms. VA treatment uses low frequency sinusoidal sound vibration (20-120Hz) supported by client-preferred music listening and therapeutic interaction. Methods: Using mixed methods, this study addresses the addition of a self-care VA intervention to maintain the effects of practitioner-led VA treatments and to increase pati…

masennus030506 rehabilitationmedicine.medical_specialtyMusic therapymusiikkiterapia050105 experimental psychology03 medical and health sciencesArts and Humanities (miscellaneous)medicine0501 psychology and cognitive sciencesahdistusPsychiatryDepression (differential diagnoses)vibroacoustic (VA) treatmentbusiness.industry05 social sciencesChronic painmedicine.diseasehumanitiesComplementary and alternative medicineMood disordersAnthropologydepressionitsehoitoSelf carebacteriaAnxietykrooninen kipuääni (fysikaaliset ilmiöt)Pshychiatric Mental Healthmedicine.symptom0305 other medical sciencebusiness
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Early sudden gains in an acceptance and values-based intervention: Effects on treatment outcome for depression and psychological flexibility

2018

Abstract Objective The aim of this study was to explore early temporal patterns of change in a treatment delivered by novice therapists. We examined if early sudden gains (ESGs) in a six-session acceptance and values-based intervention would produce superior treatment outcomes when compared to slower improvements. Method The temporal patterns of change of 56 clients diagnosed with depression were analyzed. ESGs were defined as reaching the status of recovered or improved in the Reliable Change Index (RCI) (Jacobson & Truax (1991)) classification after two sessions. The group with ESGs was then compared to participants without ESGs for differences in treatment outcome on measures of symptoma…

masennus050103 clinical psychologyOrganizational Behavior and Human Resource ManagementHealth (social science)hyväksymis- ja omistautumisterapiaTreatment outcomeIntervention effectTreatment resultsDepressive symptomatology03 medical and health sciencesBehavioral Neuroscience0302 clinical medicineIntervention (counseling)0501 psychology and cognitive sciencesHopefulnessta515Applied PsychologyEcology Evolution Behavior and SystematicsDepression (differential diagnoses)early change05 social sciencesFlexibility (personality)novice therapists030227 psychiatryacceptance and commitment therapydepressionsudden gainPsychologyClinical psychologyJournal of Contextual Behavioral Science
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The role of thought suppression and psychological inflexibility in older family caregivers’ psychological symptoms and quality of life

2021

Abstract Background Family caregivers often report high levels of distress, including depressive symptoms, anxiety, and reduced quality of life. There is a need for a greater understanding of the factors influencing, explaining, and maintaining psychological distress in family caregivers. Aim The aim of this study was to examine whether avoidance strategies such as thought suppression (WBSI), psychological inflexibility (AAQ-II), and, and caregiver experiential avoidance (EACQ) predict psychological distress (BDI-II, GAD-7) and quality of life (WHOQOL) in family caregivers aged 60 and over. We hypothesized that these avoidance strategies would explain elevated levels of psychological sympto…

masennus050103 clinical psychologyOrganizational Behavior and Human Resource ManagementHealth (social science)thought suppressionelämänlaatuolder family caregivers03 medical and health sciencesBehavioral Neurosciencedepressive symptoms0302 clinical medicineQuality of life (healthcare)omaishoitajatmedicineExperiential avoidanceahdistus0501 psychology and cognitive sciencesApplied PsychologyEcology Evolution Behavior and SystematicsDepressive symptomsDepression (differential diagnoses)Family caregivers05 social sciencesThought suppressionanxiety030227 psychiatryDistressquality of lifeAnxietymedicine.symptomPsychologypsychological inflexibilityikääntyneetClinical psychologyJournal of Contextual Behavioral Science
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A brief Acceptance and Commitment Therapy intervention for depression : A randomized controlled trial with 3-year follow-up for the intervention group

2018

Abstract Objective This study examined the outcomes of a brief Acceptance and Commitment Therapy (ACT) intervention for depression delivered by novice therapists. Method Participants (N = 115) were randomized either to the brief (six sessions) ACT or to a waitlist control condition (WLC). Outcomes were assessed with diagnoses of depressive episodes (ICD-10) and questionnaires. Results After the 6-week intervention, diagnostic remission rates were 60% in the ACT and 22% in the control group. Further, 70% of the ACT participants were classified as either recovered or improved. The post-measurement between-group effect size for depression symptoms was large and favored the ACT group (BDI-II, d…

masennus050103 clinical psychologyOrganizational Behavior and Human Resource Managementmedicine.medical_specialtyHealth (social science)hyväksymis- ja omistautumisterapiaeffectivenessIntervention groupAcceptance and commitment therapylaw.invention03 medical and health sciencesBehavioral Neuroscience0302 clinical medicineRandomized controlled trialbrief interventionslawIntervention (counseling)medicine0501 psychology and cognitive sciencesAcceptance and Commitment TherapyApplied PsychologyEcology Evolution Behavior and SystematicsDepression (differential diagnoses)ta51505 social sciencesnovice therapists030227 psychiatry3. Good healthlyhytterapiadepressionPhysical therapyPsychologyJournal of Contextual Behavioral Science
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What happens after five years?: The long-term effects of a four-session Acceptance and Commitment Therapy delivered by student therapists for depress…

2017

Brief interventions can be viable treatment options worth consideration in addressing the growing need for treatments of subclinical and clinical depressive symptoms. However, there is uncertainty regarding the long-term benefits of these interventions. The aim was to examine the long-term (5-year) effects of a 4-session Acceptance and Commitment Therapy (ACT) intervention for low mood delivered by novice therapists in order to see whether lasting effects could be achieved cost-effectively with four intervention sessions. Originally, 57 self-referred clients were randomized into two groups: an intervention group and a waiting-list control group which received treatment later. The groups wer…

masennus050103 clinical psychologyOrganizational Behavior and Human Resource ManagementterapeutitHealth (social science)Psychological interventionterapiaAcceptance and commitment therapybrief interventionSession (web analytics)03 medical and health sciencesBehavioral Neurosciencedepressive symptoms0302 clinical medicineIntervention (counseling)hoitomenetelmätnovice therapist0501 psychology and cognitive sciencesta515Applied PsychologyEcology Evolution Behavior and SystematicsSubclinical infection05 social sciencesBeck Depression Inventoryacceptance and commitment therapy (ACT)030227 psychiatrylong-term efficacyMoodoireetBrief interventionPsychologyClinical psychologyJournal of Contextual Behavioral Science
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Predicting response to interpersonal counselling (IPC) from case formulation : a systematic comparison between recovered and unchanged depressive cas…

2019

We sought to explore how the process between the counsellor and patient for arriving at a case formulation may predict the outcome of manualized interpersonal counselling (IPC) for depression in primary care. Qualitative content analysis and applied conversation analysis (CA) were used to achieve depth in the understanding of case formulation process among five patients who recovered and five who were unchanged according to quantitative post-treatment change rates derived from Clinical Outcomes in Routine Evaluation– Outcome Measure (CORE-OM). Interaction in the case formulations for the recovered group was generally characterized by a joint construction effort between the counsellor and th…

masennus050103 clinical psychologyPsychotherapistInterpersonal communicationPrimary caremultiple case studybehavioral disciplines and activitiesOutcome (game theory)03 medical and health sciences0302 clinical medicineparasitic diseasesinterpersonal counselling0501 psychology and cognitive sciencescardiovascular diseasesApplied PsychologyDepression (differential diagnoses)case formulationinterpersoonallinen psykoterapiakeskustelunanalyysi05 social scienceshumanities030227 psychiatrysisällönanalyysiPsychiatry and Mental healthClinical PsychologyConversation analysisIPCPsychology
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