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1.
Clin Psychol Psychother ; 31(3): e2993, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38723656

RESUMO

INTRODUCTION: Visual hallucinations (VH) are more common than previously thought and are linked to higher levels of distress and disability in people with a psychotic illness. Despite this, scant attention has been given to VHs in the clinical literature, and the few therapy case series of cognitive behavioural therapy (CBT) published to date have not demonstrated reliable change. In other areas of clinical research, problematic mental imagery has been found to be more strongly related to negative affect in psychological disorders than negative linguistic thinking, and imagery focused techniques have commonly been found to improve the outcomes in CBT trials. Given VHs have many similarities with visual mental imagery and many of the distressing beliefs associated with VHs targeted in CBT are maintained by accompanying mental imagery (i.e., imaging a hallucinated figure attacking them), it seems plausible that an imagery-focused approach to treating VHs may be most effective. METHODS: The current study is a multiple baseline case series (N = 11) of a 10-session imagery-focused therapy for VH in a transdiagnostic sample. RESULTS: The study had good attendance and feedback, no adverse events and only one [seemly unrelated] drop-out, suggesting good feasibility, safety and acceptability. The majority of clients reported reduction on both full-scale measures (administered at 3 baselines, midtherapy, posttherapy and 3-month follow-up) and weekly measures of VH severity and distress, ranging from medium to large effect sizes. CONCLUSIONS: The case series suggests that an imagery-focused approach to treating VHs may be beneficial, with a recommendation for more rigorous clinical trials to follow.


Assuntos
Alucinações , Imagens, Psicoterapia , Humanos , Alucinações/terapia , Alucinações/psicologia , Feminino , Masculino , Adulto , Imagens, Psicoterapia/métodos , Pessoa de Meia-Idade , Resultado do Tratamento , Transtornos Psicóticos/terapia , Transtornos Psicóticos/psicologia , Transtornos Psicóticos/complicações
2.
Drug Alcohol Depend ; 260: 111312, 2024 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-38749311

RESUMO

BACKGROUND: The objective of this study was to pilot test newly developed personalized imagery procedures to investigate the impact of racial stress on alcohol craving and emotional and physiological response in Black adults with alcohol use disorder (AUD). METHODS: Twenty Black adults (45% women, meanage=37.05, SDage=13.19) with AUD participated in two sessions. In the first, participants described a stressful personal event involving their race and a neutral relaxing situation and these descriptions were used to develop scripts for the subsequent laboratory exposure session. The second session was an experimental provocation session in which participants reported on alcohol craving and emotional response before and after imagined exposure to stress and neutral conditions using personalized racial stress and neutral/relaxing scripts. Conditions were randomized and counterbalanced across subjects, and heart rate and blood pressure were assessed before and after each image. RESULTS: Alcohol craving and negative emotions significantly increased, and positive emotions decreased following the racial stress script relative to the neutral/relaxing script. We found no differences in physiological response. Exploratory analyses found that increase in alcohol craving was correlated with racial identity exploration but not racial identity commitment, men reported greater reductions in anger than women in the neutral condition only, and income was correlated with fear in the racial stress condition only. CONCLUSIONS: This study provides evidence that personalized racial stress procedures elicit a stress response and increases alcohol craving and emotional response but not physiological response among Black adults with AUD. These findings warrant replication in a larger study.


Assuntos
Alcoolismo , Negro ou Afro-Americano , Fissura , Estresse Psicológico , Humanos , Feminino , Masculino , Fissura/fisiologia , Projetos Piloto , Adulto , Alcoolismo/psicologia , Estresse Psicológico/psicologia , Pessoa de Meia-Idade , Negro ou Afro-Americano/psicologia , Frequência Cardíaca/fisiologia , Pressão Sanguínea/fisiologia , Imagens, Psicoterapia/métodos , Emoções/fisiologia , Racismo/psicologia
3.
J Neuroeng Rehabil ; 21(1): 91, 2024 May 29.
Artigo em Inglês | MEDLINE | ID: mdl-38812014

RESUMO

BACKGROUND: The most challenging aspect of rehabilitation is the repurposing of residual functional plasticity in stroke patients. To achieve this, numerous plasticity-based clinical rehabilitation programs have been developed. This study aimed to investigate the effects of motor imagery (MI)-based brain-computer interface (BCI) rehabilitation programs on upper extremity hand function in patients with chronic hemiplegia. DESIGN: A 2010 Consolidated Standards for Test Reports (CONSORT)-compliant randomized controlled trial. METHODS: Forty-six eligible stroke patients with upper limb motor dysfunction participated in the study, six of whom dropped out. The patients were randomly divided into a BCI group and a control group. The BCI group received BCI therapy and conventional rehabilitation therapy, while the control group received conventional rehabilitation only. The Fugl-Meyer Assessment of the Upper Extremity (FMA-UE) score was used as the primary outcome to evaluate upper extremity motor function. Additionally, functional magnetic resonance imaging (fMRI) scans were performed on all patients before and after treatment, in both the resting and task states. We measured the amplitude of low-frequency fluctuation (ALFF), regional homogeneity (ReHo), z conversion of ALFF (zALFF), and z conversion of ReHo (ReHo) in the resting state. The task state was divided into four tasks: left-hand grasping, right-hand grasping, imagining left-hand grasping, and imagining right-hand grasping. Finally, meaningful differences were assessed using correlation analysis of the clinical assessments and functional measures. RESULTS: A total of 40 patients completed the study, 20 in the BCI group and 20 in the control group. Task-related blood-oxygen-level-dependent (BOLD) analysis showed that when performing the motor grasping task with the affected hand, the BCI group exhibited significant activation in the ipsilateral middle cingulate gyrus, precuneus, inferior parietal gyrus, postcentral gyrus, middle frontal gyrus, superior temporal gyrus, and contralateral middle cingulate gyrus. When imagining a grasping task with the affected hand, the BCI group exhibited greater activation in the ipsilateral superior frontal gyrus (medial) and middle frontal gyrus after treatment. However, the activation of the contralateral superior frontal gyrus decreased in the BCI group relative to the control group. Resting-state fMRI revealed increased zALFF in multiple cerebral regions, including the contralateral precentral gyrus and calcarine and the ipsilateral middle occipital gyrus and cuneus, and decreased zALFF in the ipsilateral superior temporal gyrus in the BCI group relative to the control group. Increased zReHo in the ipsilateral cuneus and contralateral calcarine and decreased zReHo in the contralateral middle temporal gyrus, temporal pole, and superior temporal gyrus were observed post-intervention. According to the subsequent correlation analysis, the increase in the FMA-UE score showed a positive correlation with the mean zALFF of the contralateral precentral gyrus (r = 0.425, P < 0.05), the mean zReHo of the right cuneus (r = 0.399, P < 0.05). CONCLUSION: In conclusion, BCI therapy is effective and safe for arm rehabilitation after severe poststroke hemiparesis. The correlation of the zALFF of the contralateral precentral gyrus and the zReHo of the ipsilateral cuneus with motor improvements suggested that these values can be used as prognostic measures for BCI-based stroke rehabilitation. We found that motor function was related to visual and spatial processing, suggesting potential avenues for refining treatment strategies for stroke patients. TRIAL REGISTRATION: The trial is registered in the Chinese Clinical Trial Registry (number ChiCTR2000034848, registered July 21, 2020).


Assuntos
Interfaces Cérebro-Computador , Imagens, Psicoterapia , Imageamento por Ressonância Magnética , Reabilitação do Acidente Vascular Cerebral , Acidente Vascular Cerebral , Extremidade Superior , Humanos , Masculino , Reabilitação do Acidente Vascular Cerebral/métodos , Feminino , Pessoa de Meia-Idade , Extremidade Superior/fisiopatologia , Imagens, Psicoterapia/métodos , Acidente Vascular Cerebral/fisiopatologia , Acidente Vascular Cerebral/complicações , Idoso , Adulto , Imaginação/fisiologia , Córtex Cerebral/diagnóstico por imagem , Córtex Cerebral/fisiopatologia
4.
Clin Psychol Psychother ; 31(3): e3010, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38785407

RESUMO

Imaginal retraining (IR) is an approach-avoidance procedure that has shown promising results in previous studies. The aim of the present study was to dismantle the efficacy of IR's components in a randomized controlled trial (RCT). We conducted a RCT with nine conditions comprising eight intervention groups and a waitlist control group (WLC). Alcohol craving (primary outcome), consumption, depressive symptoms, quality of life, subjective appraisal, and side effects were assessed online at baseline, post intervention (6 weeks), and follow-up (12 weeks). The sample consisted of 426 participants (age: M = 47.22, SD = 11.82, women: 50.5%). The intervention groups received instructions for four different components of IR (mood induction, mental avoidance of unhealthy stimuli, motor avoidance of unhealthy stimuli, approach to healthy stimuli) that were each conveyed with or without prior psychoeducation (PE). The intervention was delivered online. At total of 163 individuals (42.9%) used the intervention at least once. No group differences were found for any primary or secondary outcome after Sidák correction. Uncorrected statistics showed effects of significantly decreased alcohol consumption for the approach + PE group in the intention-to-treat and the merged motor avoidance group in the per-protocol analyses at post assessment compared with the WLC. Exploratory moderation analyses revealed that individuals with high visualization skills benefited most. The authors conclude that visualization training and motivational components may increase the efficacy and adherence of IR.


Assuntos
Imagens, Psicoterapia , Humanos , Feminino , Masculino , Pessoa de Meia-Idade , Adulto , Imagens, Psicoterapia/métodos , Resultado do Tratamento , Alcoolismo/psicologia , Alcoolismo/terapia , Alcoolismo/complicações , Qualidade de Vida/psicologia , Fissura
5.
Clin Psychol Psychother ; 31(3): e2996, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38769942

RESUMO

Psychological treatment for social anxiety disorder (SAD) has been found to be less effective than for other anxiety disorders. Targeting the vivid and distressing negative mental images typically experienced by individuals with social anxiety could possibly enhance treatment effectiveness. To provide both clinicians and researchers with an overview of current applications, this systematic review and meta-analysis aimed to evaluate the possibilities and effects of imagery-based interventions that explicitly target negative images in (sub)clinical social anxiety. Based on a prespecified literature search, we included 21 studies, of which 12 studies included individuals with a clinical diagnosis of SAD. Imagery interventions (k = 28 intervention groups; only in adults) generally lasted one or two sessions and mostly used imagery rescripting with negative memories. Others used eye movement desensitization and reprocessing and imagery exposure with diverse intrusive images. Noncontrolled effects on social anxiety, imagery distress and imagery vividness were mostly large or medium. Meta-analyses with studies with control groups resulted in significant medium controlled effects on social anxiety (d = -0.50, k = 10) and imagery distress (d = -0.64, k = 8) and a nonsignificant effect on imagery vividness. Significant controlled effects were most evident in individuals with clinically diagnosed versus subclinical social anxiety. Overall, findings suggest promising effects of sessions targeting negative mental images. Limitations of the included studies and the analyses need to be considered. Future research should examine the addition to current SAD treatments and determine the relevance of specific imagery interventions. Studies involving children and adolescents are warranted.


Assuntos
Imagens, Psicoterapia , Fobia Social , Humanos , Fobia Social/terapia , Fobia Social/psicologia , Imagens, Psicoterapia/métodos , Imaginação , Resultado do Tratamento
6.
Rev Neurol ; 78(11): 307-315, 2024 Jun 01.
Artigo em Espanhol | MEDLINE | ID: mdl-38813788

RESUMO

INTRODUCTION: Action observation (AO) and motor imagery (MI) are considered functionally equivalent forms of motor representation related to movement execution (ME). Because of their characteristics, AO and MI have been proposed as techniques to facilitate the recovery of post-stroke hemiparesis in the upper extremities. PATIENTS AND METHODS: An experimental, longitudinal, prospective, single-blinded design was undertaken. Eleven patients participated, and were randomly assigned to each study group. Both groups received 10 to 12 sessions of physical therapy. Five patients were assigned to the control treatment group, and six patients to the experimental treatment group (AO + MI). All were assessed before and after treatment for function, strength (newtons) and mobility (percentage) in the affected limb, as well as alpha desynchronisation (8-13 Hz) in the supplementary motor area, the premotor cortex and primary motor cortex while performing AO + MI tasks and action observation plus motor execution (AO + ME). RESULTS: The experimental group presented improvement in function and strength. A negative correlation was found between desynchronisation in the supplementary motor area and function, as well as a post-treatment increase in desynchronisation in the premotor cortex of the injured hemisphere in the experimental group only. CONCLUSIONS: An AO + MI-based intervention positively impacts recovery of the paretic upper extremity by stimulating the supplementary motor area, a cortex involved in movement preparation and learning. AO + MI therapy can be used as adjunctive treatment in patients with upper extremity paresis following chronic stroke.


TITLE: Paresia de una extremidad superior. Recuperación mediante observación de la acción más imaginería motora en pacientes con ictus crónico.Introducción. La observación de la acción (OA) y la imaginería motora (IM) se consideran formas de representación motora funcionalmente equivalentes, relacionadas con la ejecución del movimiento (EM). Debido a sus características, la OA y la IM se han propuesto como técnicas para facilitar la recuperación de las hemiparesias de la extremidad superior posterior a ictus. Pacientes y métodos. Se realizó un diseño experimental, longitudinal y prospectivo simple ciego. Participaron 11 pacientes, quienes fueron asignados aleatoriamente a cada grupo de estudio. Ambos grupos recibieron de 10 a 12 sesiones de terapia física. Cinco pacientes fueron asignados al grupo de tratamiento control y seis pacientes al grupo de tratamiento experimental (OA + IM). A todos se les evaluó antes y después del tratamiento para determinar la función, la fuerza (newtons) y la movilidad (porcentaje) de la extremidad afectada, así como la desincronización de alfa (8-13 Hz) en el área motora suplementaria, la corteza premotora y la corteza motora primaria durante tareas de OA + IM y observación de la acción más ejecución motora (OA + EM). Resultados. El grupo experimental presentó mejoría en la función y la fuerza. Se encontró correlación negativa entre la desincronización en el área motora suplementaria y la función, así como incremento postratamiento de la desincronización en la corteza premotora del hemisferio lesionado únicamente para el grupo experimental. Conclusiones. Una intervención basada en OA + IM impacta positivamente en la recuperación de la extremidad superior parética mediante la estimulación del área motora suplementaria, corteza involucrada en la preparación y aprendizaje del movimiento. La terapia OA + IM puede usarse como tratamiento complementario en pacientes con paresia de una extremidad superior posterior a un ictus crónico.


Assuntos
Paresia , Recuperação de Função Fisiológica , Reabilitação do Acidente Vascular Cerebral , Acidente Vascular Cerebral , Humanos , Paresia/etiologia , Paresia/reabilitação , Paresia/fisiopatologia , Masculino , Feminino , Método Simples-Cego , Pessoa de Meia-Idade , Estudos Prospectivos , Idoso , Acidente Vascular Cerebral/complicações , Doença Crônica , Imagens, Psicoterapia/métodos , Extremidade Superior/fisiopatologia , Imaginação , Estudos Longitudinais
7.
Behav Res Ther ; 178: 104544, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38704975

RESUMO

Exposure therapy consists of exposing patients to their fears and thereby diminishing their harm expectancies (i.e., extinction or expectancy learning). Although effective for many anxiety patients, its long-term success depends on the generalization of these harm expectancies to other stimuli. However, research shows that this generalization of extinction is limited. Besides decreasing harm expectancies, fear reduction may also be achieved by changing the meaning of an aversive memory representation (US revaluation). Imagery rescripting (ImRs) may be more successful in generalizing fear reduction because it allegedly works through US revaluation. The current experiment aimed to test working mechanisms for ImRs and extinction (revaluation and expectancy learning, respectively), and to examine generalization of fear reduction. In a fear conditioning paradigm, 113 healthy participants watched an aversive film clip that was used as the US. The manipulation consisted of imagining a script with a positive ending to the film clip (ImRs-only), extinction (extinction-only), or both (ImRs + extinction). Results showed enhanced US revaluation in ImRs + extinction. US expectancy decreased more strongly in the extinction conditions. Generalization of fear reduction was found in all conditions. Our results suggest different working mechanisms for ImRs and exposure. Future research should replicate this in (sub)clinical samples.


Assuntos
Condicionamento Clássico , Extinção Psicológica , Medo , Generalização Psicológica , Imagens, Psicoterapia , Humanos , Medo/psicologia , Masculino , Feminino , Adulto , Adulto Jovem , Imagens, Psicoterapia/métodos , Adolescente
8.
Artigo em Inglês | MEDLINE | ID: mdl-38739520

RESUMO

Robotic systems, such as Lokomat® have shown promising results in people with severe motor impairments, who suffered a stroke or other neurological damage. Robotic devices have also been used by people with more challenging damages, such as Spinal Cord Injury (SCI), using feedback strategies that provide information about the brain activity in real-time. This study proposes a novel Motor Imagery (MI)-based Electroencephalogram (EEG) Visual Neurofeedback (VNFB) system for Lokomat® to teach individuals how to modulate their own µ (8-12 Hz) and ß (15-20 Hz) rhythms during passive walking. Two individuals with complete SCI tested our VNFB system completing a total of 12 sessions, each on different days. For evaluation, clinical outcomes before and after the intervention and brain connectivity were analyzed. As findings, the sensitivity related to light touch and painful discrimination increased for both individuals. Furthermore, an improvement in neurogenic bladder and bowel functions was observed according to the American Spinal Injury Association Impairment Scale, Neurogenic Bladder Symptom Score, and Gastrointestinal Symptom Rating Scale. Moreover, brain connectivity between different EEG locations significantly ( [Formula: see text]) increased, mainly in the motor cortex. As other highlight, both SCI individuals enhanced their µ rhythm, suggesting motor learning. These results indicate that our gait training approach may have substantial clinical benefits in complete SCI individuals.


Assuntos
Eletroencefalografia , Marcha , Neurorretroalimentação , Traumatismos da Medula Espinal , Humanos , Traumatismos da Medula Espinal/reabilitação , Traumatismos da Medula Espinal/fisiopatologia , Neurorretroalimentação/métodos , Eletroencefalografia/métodos , Masculino , Adulto , Marcha/fisiologia , Robótica , Imaginação/fisiologia , Feminino , Transtornos Neurológicos da Marcha/reabilitação , Transtornos Neurológicos da Marcha/etiologia , Transtornos Neurológicos da Marcha/fisiopatologia , Resultado do Tratamento , Pessoa de Meia-Idade , Exoesqueleto Energizado , Caminhada/fisiologia , Ritmo beta , Imagens, Psicoterapia/métodos
9.
Medicina (Kaunas) ; 60(5)2024 Apr 23.
Artigo em Inglês | MEDLINE | ID: mdl-38792869

RESUMO

Background and Objectives: There has been an increasing interest in the use of non-pharmacological approaches for the multidimensional treatment of chronic pain. The aim of this systematic review was to assess the effectiveness of mindfulness-based therapies and Guided Imagery (GI) interventions in managing chronic non-cancer pain and related outcomes. Materials and Methods: Searching three electronic databases (Web of Science, PubMed, and Scopus) and following the PRISMA guidelines, a systematic review was performed on Randomized Controlled Trials (RCTs) and pilot RCTs investigating mindfulness or GI interventions in adult patients with chronic non-cancer pain. The Cochrane Risk of Bias Tool was utilized to assess the quality of the evidence, with outcomes encompassing pain intensity, opioid consumption, and non-sensorial dimensions of pain. Results: Twenty-six trials met the inclusion criteria, with most of them exhibiting a moderate to high risk of bias. A wide diversity of chronic pain types were under analysis. Amongst the mindfulness interventions, and besides the classical programs, Mindfulness-Oriented Recovery Enhancement (MORE) emerges as an approach that improves interoception. Six trials demonstrated that mindfulness techniques resulted in a significant reduction in pain intensity, and three trials also reported significant outcomes with GI. Evidence supports a significant improvement in non-sensory dimensions of pain in ten trials using mindfulness and in two trials involving GI. Significant effects on opioid consumption were reported in four mindfulness-based trials, whereas one study involving GI found a small effect with that variable. Conclusions: This study supports the evidence of benefits of both mindfulness techniques and GI interventions in the management of chronic non-cancer pain. Regarding the various mindfulness interventions, a specific emphasis on the positive results of MORE should be highlighted. Future studies should focus on specific pain types, explore different durations of the mindfulness and GI interventions, and evaluate emotion-related outcomes.


Assuntos
Dor Crônica , Imagens, Psicoterapia , Atenção Plena , Manejo da Dor , Humanos , Atenção Plena/métodos , Dor Crônica/terapia , Dor Crônica/psicologia , Imagens, Psicoterapia/métodos , Manejo da Dor/métodos , Manejo da Dor/normas
10.
J Pak Med Assoc ; 74(4): 773-777, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38751276

RESUMO

The purpose of this study was to find the effects of motor imagery on balance and mobility of stroke patients.This was a single-blind randomised controlled trial which included a total of 30 patients. These patients were assigned into two group: experimental (n=15) and control (n=15) by sealed envelope method. Functional Reach Test (FRT), Time Up and Go Test (TUGT), Berg Balance Scale (BBS), and Movement Imagery Questionnaire (MIQ) were used as assessment tools. The overall mean age of the participants was 52.63 ±8.78 years. Between groups analysis showed non-statistically significant difference (p>0.05) in FRT but significant difference in TUGT, BBS, and MIQ-3 (p<0.009) after eight weeks of training. Within group analysis showed statistically significant difference (p<0.05) for all outcome measures. This study concluded that motor imagery is an effective treatment strategy for improving balance and mobility in stroke patients and brings better results as compared to conventional treatments.


Assuntos
Imagens, Psicoterapia , AVC Isquêmico , Equilíbrio Postural , Reabilitação do Acidente Vascular Cerebral , Humanos , Equilíbrio Postural/fisiologia , Método Simples-Cego , Reabilitação do Acidente Vascular Cerebral/métodos , Pessoa de Meia-Idade , Masculino , Feminino , AVC Isquêmico/terapia , AVC Isquêmico/fisiopatologia , AVC Isquêmico/reabilitação , Imagens, Psicoterapia/métodos , Adulto , Terapia por Exercício/métodos
11.
BMJ Open ; 14(5): e076727, 2024 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-38754883

RESUMO

INTRODUCTION: Dementia is a growing public health concern, and providing long-term care for individuals affected by this condition is challenging for their family caregivers. While researchers have explored various intervention options to provide psychological support for dementia caregivers, mentalising imagery therapy (MIT) has gained significant recognition as an effective programme. Despite its significance and effectiveness, there is a lack of comprehensive scoping reviews of MIT in dementia caregiving. Thus, conducting such a review can provide valuable insights into the status and outcomes of MIT, identify gaps in existing research and provide recommendations for a more effective clinical practice. METHODS AND ANALYSIS: This study proposes a scoping review conducted according to the Joanna Briggs Institute, Arksey and O'Malley's methodological framework, as well as the Preferred Reporting Items for Systematic Reviews and Meta-Analyses-Scoping Review Extension. PubMed, Web of Science, Embase, Scopus, CINAHL and PsycINFO databases will be searched while grey literature will be retrieved via Google Scholar. Covidence will be used to manage the literature selection process and remove duplicate publications. Two researchers will independently screen the literature according to the inclusion criteria, with any discrepancies resolved through discussions with a third researcher. Data will be presented in a structured tabular format, with a narrative synthesis providing an overview of the findings on the identified research gaps and the effectiveness of MIT in the field of dementia caregiving. ETHICS AND DISSEMINATION: In a scoping review, no ethical approval is necessary. The results will be published in a peer-reviewed journal. TRIAL REGISTRATION NUMBER: The scoping review protocol has been registered with Open Science Framework (https://doi.org/10.17605/OSF.IO/FHRG8).


Assuntos
Cuidadores , Demência , Imagens, Psicoterapia , Projetos de Pesquisa , Humanos , Cuidadores/psicologia , Demência/terapia , Imagens, Psicoterapia/métodos , Literatura de Revisão como Assunto , Revisões Sistemáticas como Assunto
12.
PLoS One ; 19(4): e0300473, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38635663

RESUMO

High-resolution imagery and deep learning models have gained increasing importance in land-use mapping. In recent years, several new deep learning network modeling methods have surfaced. However, there has been a lack of a clear understanding of the performance of these models. In this study, we applied four well-established and robust deep learning models (FCN-8s, SegNet, U-Net, and Swin-UNet) to an open benchmark high-resolution remote sensing dataset to compare their performance in land-use mapping. The results indicate that FCN-8s, SegNet, U-Net, and Swin-UNet achieved overall accuracies of 80.73%, 89.86%, 91.90%, and 96.01%, respectively, on the test set. Furthermore, we assessed the generalization ability of these models using two measures: intersection of union and F1 score, which highlight Swin-UNet's superior robustness compared to the other three models. In summary, our study provides a systematic analysis of the classification differences among these four deep learning models through experiments. It serves as a valuable reference for selecting models in future research, particularly in scenarios such as land-use mapping, urban functional area recognition, and natural resource management.


Assuntos
Aprendizado Profundo , Tecnologia de Sensoriamento Remoto , Benchmarking , Generalização Psicológica , Imagens, Psicoterapia
13.
PLoS One ; 19(4): e0300219, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38568916

RESUMO

Aphantasia is characterised by the inability to create mental images in one's mind. Studies investigating impairments in imagery typically focus on the visual domain. However, it is possible to generate many different forms of imagery including imagined auditory, kinesthetic, tactile, motor, taste and other experiences. Recent studies show that individuals with aphantasia report a lack of imagery in modalities, other than vision, including audition. However, to date, no research has examined whether these reductions in self-reported auditory imagery are associated with decrements in tasks that require auditory imagery. Understanding the extent to which visual and auditory imagery deficits co-occur can help to better characterise the core deficits of aphantasia and provide an alternative perspective on theoretical debates on the extent to which imagery draws on modality-specific or modality-general processes. In the current study, individuals that self-identified as being aphantasic and matched control participants with typical imagery performed two tasks: a musical pitch-based imagery and voice-based categorisation task. The majority of participants with aphantasia self-reported significant deficits in both auditory and visual imagery. However, we did not find a concomitant decrease in performance on tasks which require auditory imagery, either in the full sample or only when considering those participants that reported significant deficits in both domains. These findings are discussed in relation to the mechanisms that might obscure observation of imagery deficits in auditory imagery tasks in people that report reduced auditory imagery.


Assuntos
Imagens, Psicoterapia , Imaginação , Humanos , Autorrelato , Imagens, Psicoterapia/métodos , Percepção Auditiva
14.
J Neural Eng ; 21(2)2024 Apr 11.
Artigo em Inglês | MEDLINE | ID: mdl-38565100

RESUMO

Objective. The extensive application of electroencephalography (EEG) in brain-computer interfaces (BCIs) can be attributed to its non-invasive nature and capability to offer high-resolution data. The acquisition of EEG signals is a straightforward process, but the datasets associated with these signals frequently exhibit data scarcity and require substantial resources for proper labeling. Furthermore, there is a significant limitation in the generalization performance of EEG models due to the substantial inter-individual variability observed in EEG signals.Approach. To address these issues, we propose a novel self-supervised contrastive learning framework for decoding motor imagery (MI) signals in cross-subject scenarios. Specifically, we design an encoder combining convolutional neural network and attention mechanism. In the contrastive learning training stage, the network undergoes training with the pretext task of data augmentation to minimize the distance between pairs of homologous transformations while simultaneously maximizing the distance between pairs of heterologous transformations. It enhances the amount of data utilized for training and improves the network's ability to extract deep features from original signals without relying on the true labels of the data.Main results. To evaluate our framework's efficacy, we conduct extensive experiments on three public MI datasets: BCI IV IIa, BCI IV IIb, and HGD datasets. The proposed method achieves cross-subject classification accuracies of 67.32%, 82.34%, and 81.13%on the three datasets, demonstrating superior performance compared to existing methods.Significance. Therefore, this method has great promise for improving the performance of cross-subject transfer learning in MI-based BCI systems.


Assuntos
Interfaces Cérebro-Computador , Aprendizagem , Eletroencefalografia , Imagens, Psicoterapia , Redes Neurais de Computação , Algoritmos
15.
Eur J Psychotraumatol ; 15(1): 2339702, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38629412

RESUMO

Background: Imagery rescripting (ImRs) has shown to be an effective treatment for posttraumatic stress disorders (PTSD) resulting from childhood-related trauma. The current theory is that the change of meaning of the trauma memory is central to the treatment. Several authors have suggested that the expression of needs, feelings and actions may act as potential healing factors, but little specific research aimed at (in)validating this hypothesis has been done so far.Objective: In this study we investigated to what extent the expression of inhibited action tendencies and the fulfilling of needs lead to the reduction of PTSD symptoms in clients with early childhood trauma.Method: Recordings of 249 therapy sessions of 24 ImRs treatments were rated with an observation instrument developed for this purpose, after which the scores were related to pre and posttreatment symptoms, assessed with the Impact of Events Scale-Revised (IES-R).Results: Scores on the IES-R decreased from pretreatment to posttreatment. The two subscales of the NATS (At-scale and N-scale)significantly predicted the posttreatment scores on the IES-R after controlling for the influence of pretreatment IES-R scores: the better the expression of inhibited action tendencies and the better the fulfilling of needs, the lower the symptoms after treatment.Conclusions: This pilot study on the underlying mechanisms of ImRs in PTSD treatment has shown that the expression of action tendencies and fulfilling basic needs during ImRs are associated with a decrease in PTSD symptoms after treatment, and that actions and basic needs cannot be viewed separately. Follow-up research could focus on which of the six domains of the Needs and Action tendencies Scale (NATS) has the greatest effect on the reduction of PTSD symptoms. With this information we can further improve the ImRs protocol.


The pilot study of working mechanisms of imaginary rescripting shows that the NATS is a reliable research tool for observing expressed action tendencies and fulfilled needs.The better the action tendencies are expressed during treatment and the better the needs are fulfilled, the lower posttreatment symptoms.It seems useful if practitioners are specifically trained during the ImRs training in performing actions that lead to the fulfilment of basic needs.


Assuntos
Transtornos de Estresse Pós-Traumáticos , Adulto , Humanos , Pré-Escolar , Transtornos de Estresse Pós-Traumáticos/terapia , Projetos Piloto , Emoções , Imagens, Psicoterapia/métodos , Resultado do Tratamento
16.
Eur J Psychotraumatol ; 15(1): 2335865, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38597201

RESUMO

ABSTRACTBackground: Prior research has shown PTSD treatment leads to reductions in cardiovascular reactivity during trauma recall, but the extent to which such reductions are associated with changes in PTSD symptoms is less clear. Moreover, such relationships have not been investigated in a cognitively focused PTSD treatment.Objective: To examine changes in cardiovascular reactivity to the trauma memory in patients receiving cognitive processing therapy (CPT), CPT with a written trauma account, and a written account only condition. We also examined the association of such changes with symptom improvement.Method: 118 women with PTSD secondary to interpersonal violence completed pre- and post-treatment assessments of PTSD symptoms and cardiovascular reactivity during a script-driven imagery task.Results: Results indicated a significant but modest reduction in cardiovascular reactivity in CPT conditions. Changes in cardiovascular reactivity and reexperiencing symptoms were significantly associated among the whole sample. Among individuals with the greatest reactivity to the trauma memory at pretreatment, associations were also seen with changes in total PTSD, numbing, and trauma-related guilt.Conclusions: Results indicate that previous findings on the effect of PTSD treatment on cardiovascular reactivity during trauma recall extend to cognitively oriented treatment. Baseline cardiovascular reactivity may influence the extent to which reductions in PTSD symptoms and reactivity during trauma recall are related.


Cognitive Processing Therapy leads to reduced heart rate reactivity when recalling a trauma memory.Decreases in heart rate reactivity are associated with reduced reexperiencing symptoms.Changes in heart rate reactivity and PTSD symptoms are more closely related among patients with greater pretreatment reactivity.


Assuntos
Transtornos de Estresse Pós-Traumáticos , Humanos , Feminino , Transtornos de Estresse Pós-Traumáticos/psicologia , Rememoração Mental , Imagens, Psicoterapia , Acontecimentos que Mudam a Vida , Violência/psicologia
17.
J Affect Disord ; 356: 554-563, 2024 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-38649104

RESUMO

BACKGROUND: Up to 55 % of students experience test anxiety (TA), which is characterized by intense physiological and psychological symptoms before or during exams, such as anxiety, fear of failure, sweating, or increased heart rate. Furthermore, TA increases graduation times and can result in discontinuance of the graduate program all together. Previous research demonstrated the beneficial effects of combining cognitive behavioral therapy with imagery rescripting, however, treatment programs are comparably long. Hence, they do not account for the students´ time-sensitive schedules. Therefore, the present study investigates a two-session short-intervention using imagery rescripting to treat TA. METHODS: 44 students and pupils were randomly assigned to either the two-session imagery rescripting intervention (22 participants) or the waitlist-control condition (22 participants). One week before the intervention clinical interviews were conducted and self-report questionnaires on TA, self-efficacy, symptoms of depression, and intrusive prospective images were completed (T1). The same questionnaires were completed one week (T2) and six months after the intervention (T3). RESULTS: Test anxiety significantly decreased from T1 to T2, as well as from T1 to T3 within the intervention group. Furthermore, there were medium to large within and between group effects for situational test anxiety, self-efficacy, symptoms of depression, as well as prospective intrusive images, showing significant improvements for the intervention group at six months follow-up. LIMITATIONS: The study is limited to the comparably small sample size, as well as the sole usage of self-report measurements. CONCLUSIONS: The presented short-intervention provides a feasible treatment technique, which can be easily applied within school and university counseling centers.


Assuntos
Adaptação Psicológica , Imagens, Psicoterapia , Ansiedade aos Exames , Humanos , Feminino , Masculino , Imagens, Psicoterapia/métodos , Adulto Jovem , Adulto , Ansiedade aos Exames/terapia , Ansiedade aos Exames/psicologia , Estudantes/psicologia , Autoeficácia , Depressão/terapia , Depressão/psicologia , Resultado do Tratamento , Terapia Cognitivo-Comportamental/métodos
18.
Artigo em Inglês | MEDLINE | ID: mdl-38683717

RESUMO

Robot-assisted motor training is applied for neurorehabilitation in stroke patients, using motor imagery (MI) as a representative paradigm of brain-computer interfaces to offer real-life assistance to individuals facing movement challenges. However, the effectiveness of training with MI may vary depending on the location of the stroke lesion, which should be considered. This paper introduces a multi-task electroencephalogram-based heterogeneous ensemble learning (MEEG-HEL) specifically designed for cross-subject training. In the proposed framework, common spatial patterns were used for feature extraction, and the features according to stroke lesions are shared and selected through sequential forward floating selection. The heterogeneous ensembles were used as classifiers. Nine patients with chronic ischemic stroke participated, engaging in MI and motor execution (ME) paradigms involving finger tapping. The classification criteria for the multi-task were established in two ways, taking into account the characteristics of stroke patients. In the cross-subject session, the first involved a direction recognition task for two-handed classification, achieving a performance of 0.7419 (±0.0811) in MI and 0.7061 (±0.1270) in ME. The second task focused on motor assessment for lesion location, resulting in a performance of 0.7457 (±0.1317) in MI and 0.6791 (±0.1253) in ME. Comparing the specific-subject session, except for ME on the motor assessment task, performance on both tasks was significantly higher than the cross-subject session. Furthermore, classification performance was similar to or statistically higher in cross-subject sessions compared to baseline models. The proposed MEEG-HEL holds promise in improving the practicality of neurorehabilitation in clinical settings and facilitating the detection of lesions.


Assuntos
Algoritmos , Interfaces Cérebro-Computador , Eletroencefalografia , Aprendizado de Máquina , Reabilitação do Acidente Vascular Cerebral , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Eletroencefalografia/métodos , Reabilitação do Acidente Vascular Cerebral/métodos , Idoso , Imaginação/fisiologia , Acidente Vascular Cerebral/fisiopatologia , Acidente Vascular Cerebral/complicações , Robótica , Adulto , Desempenho Psicomotor , AVC Isquêmico/fisiopatologia , AVC Isquêmico/reabilitação , Imagens, Psicoterapia/métodos
19.
J Neurosci Methods ; 406: 110132, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38604523

RESUMO

BACKGROUND: Traditional therapist-based rehabilitation training for patients with movement impairment is laborious and expensive. In order to reduce the cost and improve the treatment effect of rehabilitation, many methods based on human-computer interaction (HCI) technology have been proposed, such as robot-assisted therapy and functional electrical stimulation (FES). However, due to the lack of active participation of brain, these methods have limited effects on the promotion of damaged nerve remodeling. NEW METHOD: Based on the neurofeedback training provided by the combination of brain-computer interface (BCI) and exoskeleton, this paper proposes a multimodal brain-controlled active rehabilitation system to help improve limb function. The joint control mode of steady-state visual evoked potential (SSVEP) and motor imagery (MI) is adopted to achieve self-paced control and thus maximize the degree of brain involvement, and a requirement selection function based on SSVEP design is added to facilitate communication with aphasia patients. COMPARISON WITH EXISTING METHODS: In addition, the Transformer is introduced as the MI decoder in the asynchronous online BCI to improve the global perception of electroencephalogram (EEG) signals and maintain the sensitivity and efficiency of the system. RESULTS: In two multi-task online experiments for left hand, right hand, foot and idle states, subject achieves 91.25% and 92.50% best accuracy, respectively. CONCLUSION: Compared with previous studies, this paper aims to establish a high-performance and low-latency brain-controlled rehabilitation system, and provide an independent and autonomous control mode of the brain, so as to improve the effect of neural remodeling. The performance of the proposed method is evaluated through offline and online experiments.


Assuntos
Interfaces Cérebro-Computador , Eletroencefalografia , Exoesqueleto Energizado , Neurorretroalimentação , Humanos , Eletroencefalografia/métodos , Masculino , Neurorretroalimentação/métodos , Neurorretroalimentação/instrumentação , Potenciais Evocados Visuais/fisiologia , Adulto , Encéfalo/fisiologia , Encéfalo/fisiopatologia , Feminino , Adulto Jovem , Imaginação/fisiologia , Imagens, Psicoterapia/métodos
20.
Clin Psychol Rev ; 110: 102427, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38640775

RESUMO

BACKGROUND: In this systematic review, we aimed to synthesise existing research on the phenomenology of mental imagery among high worriers compared to healthy individuals, and to characterise the nature and effectiveness of existing imagery-related interventions in treatment of worry. METHODS: PsycInfo, CENTRAL, EMBASE, Medline, Medline Epub, and PubMed were searched for studies examining the relationship between worry/GAD and mental imagery, or interventions using imagery in treatment of worry/GAD. We assessed study quality and used qualitative narrative synthesis to comprehensively map study results. RESULTS: The search yielded 2589 abstracts that were assessed for eligibility independently by two authors. From this, 183 full texts were screened and 50 qualitatively synthesised. Twenty-seven reported an association between worry/GAD and an aspect of mental imagery. Here, overactive negative and worry imagery, and diminished positive future imagining, were associated with worry/GAD. Twenty-three studies reported an intervention. This literature suggested mixed findings regarding efficacy, including for imaginal exposure as an independent technique for GAD. CONCLUSIONS: Findings support dysfunctional negative imagining and diminished positive prospective imagery in GAD. General imagining abilities remain intact, which is promising for efforts to utilise imagery in treatment. Further research is warranted to develop innovative clinical applications of imagery in treatment of GAD.


Assuntos
Imagens, Psicoterapia , Humanos , Imagens, Psicoterapia/métodos , Transtornos de Ansiedade/terapia , Transtornos de Ansiedade/psicologia , Imaginação/fisiologia , Ansiedade/terapia , Ansiedade/psicologia
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