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Sensors (Basel, Switzerland) Feb 2022The automatic emotion recognition domain brings new methods and technologies that might be used to enhance therapy of children with autism. The paper aims at the... (Review)
Review
The automatic emotion recognition domain brings new methods and technologies that might be used to enhance therapy of children with autism. The paper aims at the exploration of methods and tools used to recognize emotions in children. It presents a literature review study that was performed using a systematic approach and PRISMA methodology for reporting quantitative and qualitative results. Diverse observation channels and modalities are used in the analyzed studies, including facial expressions, prosody of speech, and physiological signals. Regarding representation models, the basic emotions are the most frequently recognized, especially happiness, fear, and sadness. Both single-channel and multichannel approaches are applied, with a preference for the first one. For multimodal recognition, early fusion was the most frequently applied. SVM and neural networks were the most popular for building classifiers. Qualitative analysis revealed important clues on participant group construction and the most common combinations of modalities and methods. All channels are reported to be prone to some disturbance, and as a result, information on a specific symptoms of emotions might be temporarily or permanently unavailable. The challenges of proper stimuli, labelling methods, and the creation of open datasets were also identified.
Topics: Autistic Disorder; Child; Emotions; Facial Expression; Humans; Recognition, Psychology; Speech
PubMed: 35214551
DOI: 10.3390/s22041649 -
Cureus Sep 2023Parkinson's disease (PD) is one of the most common neurological ailments. With diverse motor affectations (postural instability, resting tremor, bradykinesia, and... (Review)
Review
Parkinson's disease (PD) is one of the most common neurological ailments. With diverse motor affectations (postural instability, resting tremor, bradykinesia, and rigidity), people with Parkinson's disease (PwP) have a broad spectrum of non-motor symptoms. These include autonomic function changes, cognitive deterioration, neuropsychiatric difficulties, and sleep interruptions. Psychological disturbances, such as anxiety and sadness, are common among PwP. This discomfort is often accompanied by a decrease in general functioning, both at work and in social contacts. Furthermore, people who are experiencing psychological distress have a quick decrease in both physical and cognitive capacities. Furthermore, Pwp who also suffer from anxiety and depression are more likely to acquire dementia. It is worth noting that studies have shown good outcomes in the treatment of physical disabilities in PWP and the various therapeutics available for each affected body part, such as in the legs when they have walking problems, resting tremor in their hands, or micrography, which is a common symptom in these patients. The medical research databases PubMed/Medline, Google Scholar, and the Cochrane Library were used to look for relevant materials. Upon meticulous scrutiny, a thorough investigation was conducted on the papers at hand. A total of 10 publications were meticulously selected based on stringent qualifying criteria. The present investigation examines various perspectives regarding the physical rehabilitation of individuals diagnosed with PD. The majority of therapeutic interventions employed revolve around cutting-edge technologies, such as virtual reality (VR), combined with exercise regimens. These interventions have demonstrated notable statistical significance in terms of enhancing various physical aspects, including endurance, performance, gait capacity, perception, and overall independence in daily life activities. One of the gathered studies makes use of the therapeutic benefits of yoga to help PwP deal with their anxiety and improve their mental health. Based on the aforementioned information, further investigation is required to ascertain the optimal approach for physical rehabilitation management and develop diverse strategies aimed at assisting individuals with PD in attaining physical autonomy.
PubMed: 37809151
DOI: 10.7759/cureus.44739 -
Bipolar Disorders May 2016The diagnosis of schizoaffective disorder (SAD) is well established in clinical practice but is heavily disputed on theoretical grounds. We analyzed the extent and... (Meta-Analysis)
Meta-Analysis Review
OBJECTIVES
The diagnosis of schizoaffective disorder (SAD) is well established in clinical practice but is heavily disputed on theoretical grounds. We analyzed the extent and direction of diagnostic shift in SAD patients.
METHODS
We searched Medline, Embase, and PsycINFO systematically for all studies documenting two diagnostic assessments at different points in time (rediagnosis studies) and used meta-analytic methods to quantify diagnostic shift. Multiple prespecified and post-hoc subgroup analyses (e.g., rater blinding) and meta-regressions (e.g., year of publication) were carried out.
RESULTS
We included 31 studies out of 4,415 articles screened: 27 studies on the shift from and 23 studies on the shift to SAD (median time span was two years). A total of 36% of patients with a diagnosis of SAD at first assessment switch, many to schizophrenia (19%), 14% to affective disorders, and 6% to other disorders. Among patients diagnosed with SAD at second assessment, 55% had received a different diagnosis at first assessment, a large portion of whom had been initially diagnosed with affective disorder (24%), schizophrenia (18%), and other disorders (12%).
CONCLUSIONS
Diagnostic shift in SAD patients is substantial. Psychiatrists need to reassess the diagnosis during the course of the illness and to adjust treatment. Slightly more diagnoses of SAD are changed to schizophrenia than to affective disorders, and among patients rediagnosed with SAD, fewer have been diagnosed with schizophrenia than with affective disorders. Thus, at the diagnostic level, there seems to be a slight trend toward schizophrenia during the course of functional psychoses.
Topics: Diagnosis, Differential; Female; Humans; Male; Mood Disorders; Psychotic Disorders; Schizophrenia; Schizophrenic Psychology
PubMed: 27226263
DOI: 10.1111/bdi.12388 -
Epilepsy & Behavior : E&B Jul 2016There is increasing evidence suggesting that social cognitive abilities are impaired in temporal lobe epilepsy (TLE), the most common form of focal epilepsies. (Meta-Analysis)
Meta-Analysis Review
OBJECTIVE
There is increasing evidence suggesting that social cognitive abilities are impaired in temporal lobe epilepsy (TLE), the most common form of focal epilepsies.
METHODS
In this meta-analysis, 31 studies investigating theory of mind (ToM) and facial emotion recognition performances of 1356 patients with TLE (351 postsurgery) and 859 healthy controls were included.
RESULTS
Patients with TLE had significant deficits in ToM (d = 0.73–0.89) and recognition of facial emotions. There were no significant differences in severity of social cognitive deficits between patients with TLE with or without medial temporal lobectomy. Earlier onset of seizures was associated with ToM impairment. Right-sided TLE was associated with more severe deficits in recognition of fear, sadness, and disgust.
CONCLUSIONS
Social cognitive information processing is impaired in TLE, and the potential role of these deficits in functional impairment needs to be further investigated.
Topics: Case-Control Studies; Cognition; Cognition Disorders; Emotions; Epilepsy, Temporal Lobe; Facial Recognition; Humans; Recognition, Psychology; Social Behavior; Temporal Lobe; Theory of Mind
PubMed: 27179192
DOI: 10.1016/j.yebeh.2016.04.024 -
Journal of Affective Disorders Jan 2023Affective neuroscience (AN) theory assumes the existence of seven basic emotional systems (i.e., SEEKING, ANGER, FEAR, CARE, LUST, SADNESS, PLAY) that are common to all... (Review)
Review
BACKGROUND
Affective neuroscience (AN) theory assumes the existence of seven basic emotional systems (i.e., SEEKING, ANGER, FEAR, CARE, LUST, SADNESS, PLAY) that are common to all mammals and evolutionarily determined to be tools for survival and, in general, for fitness. Based on the AN approach, the Affective Neuroscience Personality Scales (ANPS) questionnaire was developed to examine individual differences in the defined basic emotional systems. The current systematic review aims to examine the use of ANPS in clinical contexts attempting to define those behavioral elements associated with underlying stable personality traits.
METHODS
The systematic review was conducted following the PRISMA statements. PubMed and PsycInfo were used for research literature from March 2003 to November 2021.
RESULTS
Forty-four studies including ANPS were identified from 1763 studies reviewed. Sixteen studies met the inclusion criteria.
LIMITATIONS
The review comprised some papers with incomplete psychological assessments (e.g., lack of other measures in addition to the ANPS) and missing information (e.g., on the [sub]samples), which may affect the generalizability of findings.
CONCLUSION
Specific endophenotypes and/or patterns of emotional/motivational systems were found for several mental disorders. Specifically, endophenotypes emerged for the Depressive and Autism Spectrum Disorders, Borderline and Avoidant Personality Disorders, type I and II Bipolar Disorders, and the Obsessive-Compulsive Disorder. The endophenotypes can provide useful reflective elements for both psychodiagnosis and intervention. Overall, the current study may represent an attempt to contribute to the understanding of the basic emotional systems involved in the psychopathological manifestations identified by AN.
Topics: Humans; Personality Disorders; Emotions; Cyclothymic Disorder; Individuality; Anger; Personality
PubMed: 36174784
DOI: 10.1016/j.jad.2022.09.104 -
Asian Pacific Journal of Cancer... Oct 2023The results of this study included the prevalence of anxiety and depression in women with ovarian cancer. (Meta-Analysis)
Meta-Analysis
BACKGROUND
The results of this study included the prevalence of anxiety and depression in women with ovarian cancer.
METHODS
A thorough search of numerous databases, including PubMed (Medline), Scopus, Web of Science, Embase, and PsycoInfo, was conducted to identify relevant cross-sectional studies published between July 2013 and October 2021. STATA 16 was used to analyses the data, and a random effects model was used to determine the pooled prevalence and a 95% confidence interval (95%CI).
RESULTS
Of the 18 cross-sectional studies reviewed, 17 reported the prevalence of anxiety and 16 reported the prevalence of depression in patients with ovarian cancer. There was a moderate degree of heterogeneity between studies, as the pooled prevalence of depression was 27% (95%CI: 14%-41%; I2=69.44%). Similarly, there was a greater degree of heterogeneity in the pooled prevalence of anxiety, which was found to be 33% (95%CI: 21%-44%; I2=78.55%).
CONCLUSION
The findings of this study show that, compared to the overall female population, ovarian cancer patients have much greater rates of sadness and anxiety. These results highlight the necessity for healthcare policymakers to prioritize the provision of resources and support for carrying out additional research, such as longitudinal studies or cohorts, to ascertain the efficacy of various treatments or interventions intended to lessen mental health disorders in women diagnosed with ovarian cancer. Healthcare practitioners can enhance the general wellbeing and quality of life for women with this disease by addressing the psychological components of care.
Topics: Female; Humans; Depression; Cross-Sectional Studies; Quality of Life; Prevalence; Anxiety; Ovarian Neoplasms
PubMed: 37898834
DOI: 10.31557/APJCP.2023.24.10.3315 -
Attention Deficit and Hyperactivity... Dec 2016Emotional dysregulation is increasingly recognized as a core feature of attention-deficit/hyperactivity disorder (ADHD). The purpose of the present systematic literature... (Review)
Review
Emotional dysregulation is increasingly recognized as a core feature of attention-deficit/hyperactivity disorder (ADHD). The purpose of the present systematic literature review was to identify published data related to the neuropsychology of emotional dysregulation in children with ADHD. The literature obtained is discussed in the contexts of deficits in emotional control, impairments in executive function, the emotional components of comorbidities, neurophysiological and autonomic correlates of emotional dysregulation, and the significance of multiple neuropsychological pathways of ADHD on emotional dysregulation. These various lines of evidence are used to create a patient-oriented conceptual model framework of the pathway from stimulus to inappropriate internalized (sadness, moodiness) or externalized (anger, aggressiveness) emotional responses. The article concludes by calling for continued research into the development of reliable and universally accepted measures of emotional dysregulation in order to provide children affected with ADHD, and their caregivers, some explanation for their emotional lability and, ultimately, to be used as tools to evaluate potential treatments.
Topics: Affective Symptoms; Attention Deficit Disorder with Hyperactivity; Comorbidity; Executive Function; Humans
PubMed: 27299358
DOI: 10.1007/s12402-016-0199-0 -
Health Science Reports May 2022The effect of coronavirus disease-2019 (COVID-19) on the mental health status of dentists has been studied in various studies. The aim of this study was to review the... (Review)
Review
BACKGROUND
The effect of coronavirus disease-2019 (COVID-19) on the mental health status of dentists has been studied in various studies. The aim of this study was to review the mental health status of dentists during COVID-19 pandemic.
METHODS
English databases including PubMed, Web of Science and Scopus were systematically searched till July 2021. Studies that examined the mental health status of dentists during COVID-19 pandemic were included. The heterogeneity of articles was assessed with the Cochran Test and statistics. The prevalence rates of anxiety, fear, sadness, concern, and anger were calculated using the random-effect model.
FINDINGS
Of 560 initial searched articles, 15 articles were eligible to include. The prevalence of anxiety, fear of carrying the infection, fear of getting infected, fear of getting quarantined, and fear of dying people by COVID-19 were 64%, 92%, 85%, 61%, and 65%, respectively. The distribution frequency of light, moderate, and intense sadness was 22%, 25%, and 30%, respectively; light, moderate, and intense anger was 21%, 14%, and 23%, respectively; light, moderate, and intense concern was 30%, 30%, and 34%, respectively; light, moderate, and intense fear was 38%, 24%, and 15%, respectively.
CONCLUSION
Fear of COVID-19 and anxiety was very high among dentists. A significant proportion of dentists had moderate to intense COVID-19-associated sadness, concern, and anger. Providing educational content along with providing the necessary personal protective equipment and extensive vaccinations will help maintain the mental health of dentists and provide better quality services.
PubMed: 35509394
DOI: 10.1002/hsr2.617 -
Emotion (Washington, D.C.) Dec 2015Procedures used to induce affect in a laboratory are effective and well-validated. Given recent methodological and technological advances in Internet research, it is... (Meta-Analysis)
Meta-Analysis Review
Procedures used to induce affect in a laboratory are effective and well-validated. Given recent methodological and technological advances in Internet research, it is important to determine whether affect can be effectively induced using Internet methodology. We conducted a meta-analysis and systematic review of prior research that has used Internet-based affect induction procedures, and examined potential moderators of the effectiveness of affect induction procedures. Twenty-six studies were included in final analyses, with 89 independent effect sizes. Affect induction procedures effectively induced general positive affect, general negative affect, fear, disgust, anger, sadness, and guilt, but did not significantly induce happiness. Contamination of other nontarget affect did not appear to be a major concern. Video inductions resulted in greater effect sizes. Overall, results indicate that affect can be effectively induced in Internet studies, suggesting an important venue for the acceleration of affective science. (PsycINFO Database Record
Topics: Affect; Anger; Fear; Guilt; Happiness; Humans; Internet; Psychology; Video Recording
PubMed: 25938613
DOI: 10.1037/emo0000035 -
Journal of the American Academy of... Feb 2024To systematically investigate how youth with lived experience report their experience of depression in terms of features of depression and in relation to themselves and... (Review)
Review
OBJECTIVE
To systematically investigate how youth with lived experience report their experience of depression in terms of features of depression and in relation to themselves and their environment.
METHOD
We conducted a systematic review of qualitative research around the world that explored the subjective experience of depression among youth (age range, 10-24 years) who had self-reported, screened positive for, or received a formal diagnosis of the disorder. We used multiple databases to search for relevant studies published in any language up until March 2023. Studies were coded regarding features of depression reported by adolescents. We also used thematic synthesis to extract and synthesize descriptions of the lived experience of depression, and to develop analytic themes. The study was registered with PROSPERO, CRD42021218300.
RESULTS
We identified a total of 23,424 unique records, and included 39 studies in the final review, representing the views of 884 adolescents with lived experience of depression. Most of the studies were conducted in high-income countries (72.8%), and the majority of participants were female (65%). The most frequently reported features of depression were sadness (present in 92.3% of the studies), social withdrawal (76.9%), and loneliness (69.2%). In addition, we constructed 3 themes that aimed to synthesize youths' accounts of their perceptions and experiences of depression: (1) making sense; (2) factoring in culture and contextual influences; and (3) accessing support and care.
CONCLUSION
Some of the more commonly reported features of depression among youth are not explicitly included in the DSM/ICD diagnostic criteria but are highly relevant and closely connected to the experiences of adolescents. Moreover, contextual interpretations of depression may be more sensitive to capture representations and narratives of depression among youth. Thus, incorporating features of depression reported by adolescents could potentially increase accuracy of detection, promote collaborative work, and enhance therapeutic and care outcomes.
STUDY PREREGISTRATION INFORMATION
The lived experience of depression in adolescence: a systematic review of the qualitative literature; https://www.crd.york.ac.uk/prospero/; CRD42021218300.
PubMed: 38340896
DOI: 10.1016/j.jaac.2023.11.013