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1.
Otol Neurotol ; 45(9): 1023-1029, 2024 Oct 01.
Article in English | MEDLINE | ID: mdl-39264920

ABSTRACT

OBJECTIVE: Computer-based auditory training (CBAT) has been shown to improve outcomes in adult cochlear implant (CI) users. This study evaluates in new CI users whether starting CBAT within 3 months of activation or later impacts CI outcomes. STUDY DESIGN: Prospective natural experiment. SETTING: Tertiary academic medical center. PATIENTS: Sixty-five new adult CI users. INTERVENTIONS: CBAT use over the first-year postactivation. MAIN OUTCOME MEASURES: Speech recognition scores and CIQOL-35 Profile score improvements between CI recipients who started CBAT resources early (<3 mo) and late (3-12 mo) postactivation. RESULTS: A total of 43 CI recipients started using CBAT within 3 months postactivation (early) and 22 after 3 months (late). Patients who used CBAT within 3 months postactivation showed significantly greater improvement in consonant-nucleus-consonant words (CNCw) (48.3 ± 24.2% vs 27.8 ± 24.9%; d = 0.84), AzBio Sentences in quiet (55.1 ± 28.0% vs 35.7 ± 36.5%; d = 0.62), and CIQOL-35 listening domain scores (18.2 ± 16.3 vs 6.9 ± 12.9, d = 0.73 [0.023, 1.43]), at 3 months postactivation, compared to those who had not yet initiated CBAT. However, by 12 months postactivation, after which all CI recipients had started CBAT, there were no differences observed between patients who started CBAT early or late in speech recognition scores (CNCw: d = 0.26 [-0.35, 0.88]; AzBio: d = 0.37 [-0.23, 0.97]) or in any CIQOL global or domain score (d-range = 0.014-0.47). CONCLUSIONS: Auditory training with self-directed computer software (CBAT) may yield speech recognition and quality-of-life benefits for new adult CI recipients. While early users showed greater improvement in outcomes at 3 months postactivation than users who started later, both groups achieved similar benefits by 12 months postactivation.


Subject(s)
Cochlear Implantation , Quality of Life , Speech Perception , Humans , Male , Speech Perception/physiology , Female , Middle Aged , Cochlear Implantation/methods , Aged , Prospective Studies , Adult , Cochlear Implants , Treatment Outcome , Therapy, Computer-Assisted/methods , Time Factors
2.
J Affect Disord ; 365: 95-104, 2024 Nov 15.
Article in English | MEDLINE | ID: mdl-39151761

ABSTRACT

BACKGROUND: Super Skills for Life is a structured intervention rooted in cognitive-behavioral therapy and a transdiagnostic approach, aimed at preventing childhood emotional problems. Over the past decade, it has demonstrated positive outcomes in various formats and countries. This study evaluated the comparative effectiveness of two individual modalities: the computerized and the traditional version enriched with multimedia content, through a comparative randomized effectiveness trial. METHOD: 109 children (55.24 % female) aged 8-12 years participated, randomly assigned to either the traditional (n = 54) or computerized (n = 51) groups. Pre- and post-intervention assessments involved emotional problem measures completed by children and parents. RESULTS: Both groups exhibited significant reductions in all outcomes according to parent reports, including depression, anxiety, and anxiety-related life interference. Children's self-reports indicated improvements across all general measures. Generalized Estimating Equations indicated marginally better improvements in the traditional group. LIMITATIONS: Limitations included the absence of follow-up assessment, variability in participant regions across Spain, and input from other informants like teachers. CONCLUSIONS: This study pioneers the examination of short-term effects of the program in both a fully computerized format supervised by a specialized therapist and an enriched traditional individual format, and the promising results suggest their potential for indicated prevention of childhood emotional problems.


Subject(s)
Cognitive Behavioral Therapy , Humans , Child , Female , Male , Cognitive Behavioral Therapy/methods , Depression/therapy , Depression/prevention & control , Anxiety/therapy , Anxiety/prevention & control , Therapy, Computer-Assisted/methods , Treatment Outcome , Spain , Emotions
3.
Am J Speech Lang Pathol ; 33(5): 2461-2486, 2024 Sep 18.
Article in English | MEDLINE | ID: mdl-39173110

ABSTRACT

PURPOSE: This feasibility trial describes changes in rhotic production in residual speech sound disorder following ten 40-min sessions including artificial intelligence (AI)-assisted motor-based intervention with ChainingAI, a version of Speech Motor Chaining that predicts clinician perceptual judgment using the PERCEPT-R Classifier (Perceptual Error Rating for the Clinical Evaluation of Phonetic Targets). The primary purpose is to evaluate /ɹ/ productions directly after practice with ChainingAI versus directly before ChainingAI and to evaluate how the overall AI-assisted treatment package may lead to perceptual improvement in /ɹ/ productions compared to a no-treatment baseline phase. METHOD: Five participants ages 10;7-19;3 (years;months) who were stimulable for /ɹ/ participated in a multiple (no-treatment)-baseline ABA single-case experiment. Prepractice activities were led by a human clinician, and drill-based motor learning practice was automated by ChainingAI. Study outcomes were derived from masked expert listener perceptual ratings of /ɹ/ from treated and untreated utterances recorded during baseline, treatment, and posttreatment sessions. RESULTS: Listeners perceived significantly more rhoticity in practiced utterances after 30 min of ChainingAI, without a clinician, than directly before ChainingAI. Three of five participants showed significant generalization of /ɹ/ to untreated words during the treatment phase compared to the no-treatment baseline. All five participants demonstrated statistically significant generalization of /ɹ/ to untreated words from pretreatment to posttreatment. PERCEPT-clinician rater agreement (i.e., F1 score) was largely within the range of human-human agreement for four of five participants. Survey data indicated that parents and participants felt hybrid computerized-clinician service delivery could facilitate at-home practice. CONCLUSIONS: This study provides evidence of participant improvement for /ɹ/ in untreated words in response to an AI-assisted treatment package. The continued development of AI-assisted treatments may someday mitigate barriers precluding access to sufficiently intense speech therapy for individuals with speech sound disorders. SUPPLEMENTAL MATERIAL: https://doi.org/10.23641/asha.26662807.


Subject(s)
Artificial Intelligence , Speech Sound Disorder , Speech Therapy , Humans , Speech Therapy/methods , Male , Speech Sound Disorder/therapy , Speech Sound Disorder/diagnosis , Female , Child , Young Adult , Adolescent , Feasibility Studies , Speech Production Measurement/methods , Treatment Outcome , Phonetics , Therapy, Computer-Assisted/methods
4.
Adv Gerontol ; 37(3): 221-229, 2024.
Article in Russian | MEDLINE | ID: mdl-39139113

ABSTRACT

Computerized cognitive training (CCT) is a rapidly developing area of cognitive rehabilitation at the intersection of information technology and healthcare, the constantly updated results of which can be successfully translated into practical application in clinical medicine and in particular in gerontology. The basis of CCT, as a non-invasive method of influencing the functional activity of the brain and the processes of neuroplasticity, is software for stimulating cognitive functions in order to improve their productivity. The level of scientific and practical interest in CCP technology is growing rapidly. The article reports on the current state of research on the use of CCT aimed at correcting cognitive impairment. The purpose of this work is to systematize the available scientific data in this area, as well as to promote further integration of research in the field of information technology into clinical practice, in particular, to study the potential of CCT as a promising therapeutic tool in the paradigm of successful aging and prevention of the progression of cognitive impairment. This noninvasive intervention may improve global cognitive function in patients with clinically defined impairments and during normal aging in cognitively healthy older adults. However, new studies with fully comparable protocols are needed to evaluate in more detail the duration of the effect and the effectiveness of CCT in preventing cognitive decline in the long term.


Subject(s)
Cognitive Dysfunction , Neuronal Plasticity , Humans , Neuronal Plasticity/physiology , Cognitive Dysfunction/prevention & control , Cognitive Dysfunction/therapy , Cognitive Dysfunction/rehabilitation , Cognitive Dysfunction/etiology , Cognitive Dysfunction/physiopathology , Cognitive Behavioral Therapy/methods , Therapy, Computer-Assisted/methods , Cognition/physiology , Aged , Cognitive Training
5.
Trials ; 25(1): 444, 2024 Jul 03.
Article in English | MEDLINE | ID: mdl-38961472

ABSTRACT

BACKGROUND: Mild cognitive impairment (MCI) involves cognitive decline beyond typical age-related changes, but without significant daily activity disruption. It can encompass various cognitive domains as the causes of MCI are diverse. MCI as well as frequent comorbid neuropsychiatric conditions like depression and anxiety affect individuals' quality of life. Early interventions are essential, and computerized cognitive training (cCT) is an established treatment method. This paper presents the protocol for the NeuroNation MED Effectiveness Study, evaluating the self-administered mobile cCT intervention ("NeuroNation MED") in individuals with MCI to assess training effects on cognitive domains, health competence, neuropsychiatric symptoms, psychological well-being, and the general application usability. METHODS: This study protocol presents a single-blinded multicenter randomized controlled trial that will be carried out in six study centers in Germany and Luxembourg. We included adults with MCI (existing F06.7 ICD-10-GM diagnosis and TICS ≥ 21 and ≤ 32). The intervention group will use a mobile, multi-domain cCT ("NeuroNation MED") for 12 weeks. Meanwhile, the wait list control group will receive standard medical care or no care. The eligibility of volunteers will be determined through a telephone screening. After completion of the baseline examination, patients will be randomly assigned to one of the experimental conditions in a 2:1 ratio. In total, 286 participants will be included in this study. The primary outcome is the change of cognitive performance measured by the index score of the screening module of the Neuropsychological Assessment Battery. Secondary outcomes are changes in the Cognitive Failures Questionnaire, Hospital Anxiety and Depression Scale, Health-49, Health Literacy Questionnaire, among others. All of the primary and secondary outcomes will be assessed at baseline and after the 12-week post-allocation period. Furthermore, the intervention group will undergo an assessment of the System Usability Scale, and the training data of the NeuroNation MED application will be analyzed. DISCUSSION: This study aims to assess the effectiveness of a mobile self-administered cCT in enhancing cognitive abilities among individuals diagnosed with MCI. Should the findings confirm the effectiveness of the NeuroNation MED app, it may confer possible benefits for the care management of patients with MCI, owing to the accessibility, cost-effectiveness, and home-based setting it provides. Specifically, the cCT program could provide patients with personalized cognitive training, educational resources, and relaxation techniques, enabling participants to independently engage in cognitive training sessions at home without further supervision. TRIAL REGISTRATION: German Clinical Trials Register DRKS00025133. Registered on November 5, 2021.


Subject(s)
Cognition , Cognitive Dysfunction , Mobile Applications , Multicenter Studies as Topic , Randomized Controlled Trials as Topic , Humans , Cognitive Dysfunction/therapy , Cognitive Dysfunction/psychology , Cognitive Dysfunction/diagnosis , Single-Blind Method , Treatment Outcome , Therapy, Computer-Assisted/methods , Time Factors , Quality of Life , Germany , Aged , Male , Female , Cognitive Behavioral Therapy/methods , Cognitive Training
6.
BMC Health Serv Res ; 24(1): 859, 2024 Jul 29.
Article in English | MEDLINE | ID: mdl-39075544

ABSTRACT

BACKGROUND: Digital therapeutics (DTx) is a treatment option that uses computer software to provide evidence-based interventions for medical disorders. DTx platforms are digital services that facilitate interactions among stakeholders of DTx treatment within a standardized structure. However, there is still a lack of overall awareness regarding the effectiveness and usage of DTx and DTx platforms. This study aimed to investigate insomnia patients' recognition, thoughts, feelings, and demands for conventional treatments versus DTx for insomnia. METHODS: Nine participants, aged 19-50 years, who had experience with professional medical interventions for insomnia, were recruited through purposive sampling. Two online focus group interviews, each lasting 1.5 h, were conducted. The interview questions focused on difficulties encountered during conventional treatment, inadequate recognition of DTx, and concerns and demands regarding DTx and its platform. The data were analyzed using thematic analysis. RESULTS: The participants reported subjective difficulties associated with receiving conventional treatment, including concerns about drug side effects and dependence, social stigma, and lack of perceived necessity for treatment. They expressed concerns about DTx, such as cost-effectiveness, evidence on efficacy, and concerns about breach of personal information. Additionally, their demands included convenience of use, reduction in social stigma related to the use of DTx, compatibility of DTx with other healthcare systems, and enhanced communication with healthcare providers when using DTx platforms. CONCLUSIONS: The focus group highlighted the need for increased awareness, demonstrated efficacy, cost-effectiveness, cybersecurity measures, and accessibility of insomnia DTx and its platforms. Tailored approaches considering patient characteristics are crucial for widespread adoption of insomnia DTx and its platforms.


Subject(s)
Focus Groups , Sleep Initiation and Maintenance Disorders , Humans , Sleep Initiation and Maintenance Disorders/therapy , Sleep Initiation and Maintenance Disorders/drug therapy , Adult , Middle Aged , Female , Male , Qualitative Research , Young Adult , Interviews as Topic , Therapy, Computer-Assisted/methods
7.
Psychogeriatrics ; 24(5): 1075-1086, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39014538

ABSTRACT

BACKGROUND: Computerized cognitive training (CCT) has been proposed as a potential therapy for cognitive decline. One of the benefits of CCT is a transfer effect, but its mechanism on the memory domain is unclear. This study aimed to investigate the transfer effect of non-memory multidomain CCT on the memory domain and its neural basis in patients with mild cognitive impairment (MCI) through a randomized controlled trial. METHODS: Patients with MCI recruited from memory clinics were randomly assigned to either the CCT or the control group. The CCT group received multidomain CCT training excluding memory training, while the control group read educational books with learning-based quizzes twice a week for 8 weeks. Participants underwent memory tests yielding a composite score, other cognitive domain tests, non-cognitive scales, and resting-state functional magnetic resonance imaging (rsfMRI), at baseline and after intervention. Within- and between-group comparisons, group × time interactions, and seed-to-voxel analyses in memory-involving brain networks were performed. RESULTS: The CCT group showed improvement over the control group in memory domain (Group × time, F = 5.87, P = 0.03, η2 = 0.31), which was related with the increased connectivity in the hippocampal-frontal and fusiform-occipital network. No other cognitive and non-cognitive symptoms differed between groups after adjusting for covariates. CONCLUSION: Eight weeks of multidomain CCT without memory training improved memory function and restored functional network in the hippocampal and medial temporal region in MCI patients. These results can provide evidence for the transferring ability of CCT on memory functioning with its neural basis.


Subject(s)
Cognitive Dysfunction , Magnetic Resonance Imaging , Memory , Humans , Cognitive Dysfunction/therapy , Cognitive Dysfunction/psychology , Male , Female , Aged , Memory/physiology , Transfer, Psychology/physiology , Neuropsychological Tests/statistics & numerical data , Cognitive Behavioral Therapy/methods , Therapy, Computer-Assisted/methods , Treatment Outcome , Middle Aged , Brain/diagnostic imaging , Brain/physiopathology , Cognitive Training
8.
JMIR Ment Health ; 11: e50503, 2024 Jun 19.
Article in English | MEDLINE | ID: mdl-38896474

ABSTRACT

BACKGROUND: Internet-based cognitive behavioral interventions (iCBTs) are efficacious treatments for depression and anxiety. However, it is unknown whether adding human guidance is feasible and beneficial within a large educational setting. OBJECTIVE: This study aims to potentially demonstrate the superiority of 2 variants of a transdiagnostic iCBT program (human-guided and computer-guided iCBT) over care as usual (CAU) in a large sample of university students and the superiority of human-guided iCBT over computer-guided iCBT. METHODS: A total of 801 students with elevated levels of anxiety, depression, or both from a large university in the Netherlands were recruited as participants and randomized to 1 of 3 conditions: human-guided iCBT, computer-guided iCBT, and CAU. The primary outcome measures were depression (Patient Health Questionnaire) and anxiety (Generalized Anxiety Disorder scale). Secondary outcomes included substance use-related problems (Alcohol Use Disorder Identification Test and Drug Abuse Screening Test-10 items). Linear mixed models were used to estimate the effects of time, treatment group, and their interactions (slopes). The primary research question was whether the 3 conditions differed in improvement over 3 time points (baseline, midtreatment, and after treatment) in terms of depression and anxiety symptoms. Results were analyzed according to the intention-to-treat principle using multiple imputation. Patients were followed exploratively from baseline to 6 and 12 months. RESULTS: In both short-term and long-term analyses, the slopes for the 3 conditions did not differ significantly in terms of depression and anxiety, although both web-based interventions were marginally more efficacious than CAU over 6 months (P values between .02 and .03). All groups showed significant improvement over time (P<.001). For the secondary outcomes, only significant improvements over time (across and not between groups) were found for drug use (P<.001). Significant differences were found in terms of adherence, indicating that participants in the human-guided condition did more sessions than those in the computer-guided condition (P=.002). CONCLUSIONS: The transdiagnostic iCBT program offers a practical, feasible, and efficacious alternative to usual care to tackle mental health problems in a large university setting. There is no indication that human guidance should be preferred over technological guidance. The potential preference of human support also depends on the scale of implementation and cost-effectiveness, which need to be addressed in future trials. TRIAL REGISTRATION: International Clinical Trials Registry Platform NL7328/NTR7544; https://trialsearch.who.int/Trial2.aspx?TrialID=NL-OMON26795.


Subject(s)
Cognitive Behavioral Therapy , Students , Therapy, Computer-Assisted , Humans , Cognitive Behavioral Therapy/methods , Male , Female , Students/psychology , Universities , Young Adult , Adult , Therapy, Computer-Assisted/methods , Internet-Based Intervention , Depression/therapy , Depression/diagnosis , Anxiety/therapy , Anxiety/diagnosis , Netherlands , Internet , Adolescent , Treatment Outcome
9.
CNS Neurosci Ther ; 30(6): e14779, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38828650

ABSTRACT

AIMS: Previous neuroimaging studies of vascular cognitive impairment, no dementia (VCIND), have reported functional alterations, but far less is known about the effects of cognitive training on functional connectivity (FC) of intrinsic connectivity networks (ICNs) and how they relate to intervention-related cognitive improvement. This study provides comprehensive research on the changes in intra- and inter-brain functional networks in patients with VCIND who received computerized cognitive training, with a focus on the underlying mechanisms and potential therapeutic strategies. METHODS: We prospectively collected 60 patients with VCIND who were randomly divided into the training group (N = 30) receiving computerized cognitive training and the control group (N = 30) receiving fixed cognitive training. Functional MRI scans and cognitive assessments were performed at baseline, at the 7-week training, and at the 6-month follow-up. Utilizing templates for ICNs, the study employed a linear mixed model to compare intra- and inter-network FC changes between the two groups. Pearson correlation was applied to calculate the relationship between FC and cognitive function. RESULTS: We found significantly decreased intra-network FC within the default mode network (DMN) following computerized cognitive training at Month 6 (p = 0.034), suggesting a potential loss of functional specialization. Computerized training led to increased functional coupling between the DMN and sensorimotor network (SMN) (p = 0.01) and between the language network (LN) and executive control network (ECN) at Month 6 (p < 0.001), indicating compensatory network adaptations in patients with VCIND. Notably, the intra-LN exhibited enhanced functional specialization after computerized cognitive training (p = 0.049), with significant FC increases among LN regions, which correlated with improvements in neuropsychological measures (p < 0.05), emphasizing the targeted impact of computerized cognitive training on language abilities. CONCLUSIONS: This study provides insights into neuroplasticity and adaptive changes resulting from cognitive training in patients with VCIND, with implications for potential therapeutic strategies.


Subject(s)
Brain , Cognitive Dysfunction , Magnetic Resonance Imaging , Nerve Net , Humans , Male , Female , Aged , Cognitive Dysfunction/therapy , Cognitive Dysfunction/physiopathology , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/rehabilitation , Middle Aged , Nerve Net/diagnostic imaging , Nerve Net/physiopathology , Brain/diagnostic imaging , Brain/physiopathology , Therapy, Computer-Assisted/methods , Prospective Studies , Cognitive Training
10.
J Clin Psychol ; 80(9): 2014-2028, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38924524

ABSTRACT

Internet-delivered cognitive-behavioral therapy (ICBT) is an effective treatment for obsessive-compulsive disorder (OCD). ICBT can be delivered in a self-guided or clinician-guided format. While a literature is emerging on the predictors of response to clinician-guided ICBT, there is a lack of research examining the predictors of response to self-guided ICBT. The aim of the present study was to examine predictors of outcome in a large sample of participants with OCD who commenced a self-guided ICBT intervention. One hundred and fifty-seven participants (Mage = 34.82; SD = 10.49; 78% female) were included in the study. Regression analyses were conducted to determine clinical and demographic predictors of (1) posttreatment symptom severity and (2) a clinically meaningful treatment response for both the intention-to-treat (ITT) and completer samples. The regression models significantly predicted posttreatment outcome for both the ITT (F(8, 148) = 15.844, p < .001) and completer sample (F(8, 101) = 5.929, p < .001), explaining 46% and 34% of the variance respectively. Higher baseline OCD severity, younger age, experiencing higher contamination or symmetry symptoms, and a history of past treatment were all found to be significantly associated with higher posttreatment severity in the ITT sample. In the completer sample only higher baseline OCD severity and severity of harm-related obsessions and checking compulsions was significantly associated with higher posttreatment severity. When predicting treatment response the regression models for both the ITT and completer sample were nonsignificant.


Subject(s)
Cognitive Behavioral Therapy , Obsessive-Compulsive Disorder , Humans , Obsessive-Compulsive Disorder/therapy , Female , Cognitive Behavioral Therapy/methods , Male , Adult , Middle Aged , Internet-Based Intervention , Treatment Outcome , Internet , Therapy, Computer-Assisted/methods , Young Adult , Outcome Assessment, Health Care
11.
Cont Lens Anterior Eye ; 47(5): 102172, 2024 Oct.
Article in English | MEDLINE | ID: mdl-38806329

ABSTRACT

PURPOSE: To compare the efficacy and safety between traditional lens fitting and computer-aided fitting methods for orthokeratology (OrthoK) in the Chinese population. METHODS: A multi-center, examiner-masked, randomized controlled study was conducted with a one-year follow-up period, enrolling 280 participants with spherical equivalent (SE) ranging from -0.5D to -4.0D. Participants were assigned to either the computer-aided orthokeratology fitting group (trial group) or the traditional lens fitting group (control group) using stratified randomization based on age (8 to 13 years, 13 to 18 years, and ≥ 18 years) to ensure a minimum of 30 cases in each sub-age group. Ocular examinations included visual acuity, objective and subjective refraction, corneal endothelial cell density, corneal topography, intraocular pressure, axial length, and ocular health assessment. Successful lens-correction was defined as the residual refraction with the OK lens, which should not exceed ± 0.5D, and/or an uncorrected visual acuity of no worse than 0.1 logMAR. Statistical analysis involves t-tests, analysis of variance, and Chi-squared tests. RESULTS: 215 subjects were included in the statistical analysis (109 in the trial group and 106 in the control group). In both groups, compared to baseline data, the uncorrected visual acuity (UCVA) improved significantly, with SE reduced and central corneal curvature flattened greatly after wearing OrthoK lens (P < 0.05 for all). Compared to the control group, the trial group exhibited a higher successful rate in correcting UCVA (93.6 % vs. 84.0 %, P = 0.03) and slightly better correction in refraction (77.1 % vs. 66.0 %, P = 0.07) at 1-month follow-up. However, no significant differences were observed in the axial length elongation, corneal changes, or the incidence of adverse events between the two groups. CONCLUSION: These findings indicate the higher efficiency and slightly better performance in correcting myopia and improving UCVA of computer-aided lens fitting approach compared to the traditional one, but similar outcomes in controlling axial elongation.


Subject(s)
Myopia , Orthokeratologic Procedures , Visual Acuity , Humans , Orthokeratologic Procedures/methods , Male , Female , Adolescent , Myopia/therapy , Myopia/physiopathology , Treatment Outcome , Child , Visual Acuity/physiology , Prosthesis Fitting , Contact Lenses , Refraction, Ocular/physiology , China , Corneal Topography , Therapy, Computer-Assisted/methods , Young Adult , Single-Blind Method
12.
Technol Health Care ; 32(S1): 543-553, 2024.
Article in English | MEDLINE | ID: mdl-38759075

ABSTRACT

BACKGROUND: Aphasia is a communication disorder that affects the ability to process and produce language, which severely impacting their lives. Computer-aid exercise rehabilitation has shown to be highly effective for these patients. OBJECTIVE: In our study, we proposed a speech rehabilitation system with mirrored therapy. The study goal is to construct a effective rehabilitation software for aphasia patients. METHODS: This system collects patients' facial photos for mirrored video generation and speech synthesis. The visual feedback provided by the mirror creates an engaging and motivating experience for patients. And the evaluation platform employs machine learning technologies for assessing speech similarity. RESULTS: The sophisticated task-oriented rehabilitation training with mirror therapy is also presented for experiments performing. The performance of three tasks reaches the average scores of 83.9% for vowel exercises, 74.3% for word exercies and 77.8% for sentence training in real time. CONCLUSIONS: The user-friendly application system allows patients to carry out daily training tasks instructed by the therapists or the prompt information of menu. Our work demonstrated a promising intelligent mirror software system for reading-based aphasia rehabilitation.


Subject(s)
Aphasia , Speech Therapy , Humans , Aphasia/rehabilitation , Speech Therapy/methods , Male , Female , Video Recording , Therapy, Computer-Assisted/methods , Middle Aged , Adult , Machine Learning
13.
Clin Child Fam Psychol Rev ; 27(2): 550-560, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38740658

ABSTRACT

Attention training is an evidence-based, computerized treatment for anxiety and its disorders rooted in cognitive neuroscience. Though experimental research and clinical trials data on attention training in children span two decades, the literature has focused on attention training's anxiety reduction effects, with little guidance on its implementation in clinical practice. Guidance on implementation is needed given recent efforts to increase accessibility of attention training in clinical practice settings. In this article, we move from research to clinical implementation, providing guidelines with pragmatic clinical steps. We include guidance on psychoeducation, setting and delivery of sessions, potential challenges, and frequently asked questions regarding implementation.


Subject(s)
Anxiety Disorders , Attention , Humans , Child , Anxiety Disorders/therapy , Therapy, Computer-Assisted
14.
J Alzheimers Dis ; 99(2): 549-558, 2024.
Article in English | MEDLINE | ID: mdl-38701140

ABSTRACT

Background: Interventions to prevent or attenuate cognitive decline and dementia in older adults are becoming increasingly important. Recently, cognitive training exercise can be via computer or mobile technology for independent or home use. Recent meta-analysis has reported that Computerized Cognitive Training (CCT) is effective at enhancing cognitive function in healthy older and Alzheimer's disease adults, although little is known about individual characteristics of each computerized program. Objective: We developed a new CCT named Brain Training Based on Everyday Living (BTEL) to enhance cognitive capacity for Instrumental Activities of Daily Living (IADL). We aim to evaluate the efficacy of the BTEL among cognitively healthy old individuals and to explore its concurrent validity and construct concept. Methods: We conducted a double-blind study where 106 individuals aged 65 years and older (intervened = 53, control = 53) worked on the active and placebo tasks three times a week over three months (clinical trial: UMIN000048730). The main results were examined using ANCOVA and calculating correlation coefficients. Results: We found no effect on total score of the three tests; however, there was significant effect for the BTEL on: recognition in MMSE, and immediate recall in HDSR. The tasks are associated with prefrontal cortex. In addition, correlations indicated that each BTEL domain had some validity as a cognitive assessment tool. Different from previous CCT, we determined the neuropsychological characteristics of specific cognitive tasks of the BTEL to a certain degree. Conclusions: We found modest efficacy of the BTEL in cognitively healthy old individuals and confirmed its concurrent validity and the conceptual construct.


Subject(s)
Activities of Daily Living , Humans , Aged , Male , Female , Double-Blind Method , Cognition/physiology , Neuropsychological Tests , Aged, 80 and over , Cognitive Dysfunction/psychology , Therapy, Computer-Assisted/methods , Treatment Outcome , Reproducibility of Results , Cognitive Behavioral Therapy/methods , Cognitive Training
15.
Psychother Res ; 34(5): 571-573, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38642393

ABSTRACT

This article serves as an introduction to a special section devoted to the psychotherapy relationship and digital interventions. The nature of the therapy relationship is explored, and the question is raised as to whether machines can have relationships with their users. Finally, an overview and synthesis of the articles in the special section is provided.


Subject(s)
Professional-Patient Relations , Psychotherapy , Humans , Psychotherapy/methods , Psychotherapy/standards , Therapy, Computer-Assisted/methods
16.
J Mot Behav ; 56(4): 511-518, 2024.
Article in English | MEDLINE | ID: mdl-38569590

ABSTRACT

This study is crucial for improving unilateral spatial neglect (USN) treatments, focusing on comparing the effectiveness of computer-assisted cognitive rehabilitation (CACR) against conventional rehabilitation (CR) methods. It aimed to address a significant research gap and improve patient outcomes by evaluating the impact of CACR versus CR on visuospatial perception, visual field and attention, and visual memory in patients with USN. This study was a randomized controlled trial. Forty-five consecutive patients with USN from a university rehabilitation center were divided into two groups: 22 patients received CACR with Rehacom software, focusing on saccadic eye movement, visual field, and visual-motor coordination, while 23 underwent CR that combined hemispheric activation approach, mental imagery training, and vibration therapy. Assessments included the Motor-Free Visual Perception Test (MVPT), Line Bisection Test (LBT), Visual Span Test (VST), and Visual Recognition Test (VRT). The study employed ANCOVA and effect size calculations to evaluate the effectiveness of CACR compared to CR in treating patients with USN. Results indicated that CACR significantly outperformed CR in improving visuospatial perception, visual field, attention, and memory, showcasing its effectiveness in treating USN. These findings demonstrate the superiority of CACR over CR, particularly in enhancing visual memory and attention, as evidenced by the large effect size in VRT and moderate effects in LBT and VST. This suggests CACR's potential as a more effective approach for rehabilitation in patients with USN due to brain injuries.


Subject(s)
Perceptual Disorders , Space Perception , Therapy, Computer-Assisted , Visual Perception , Humans , Male , Female , Middle Aged , Perceptual Disorders/rehabilitation , Perceptual Disorders/physiopathology , Aged , Therapy, Computer-Assisted/methods , Space Perception/physiology , Visual Perception/physiology , Cognition/physiology , Adult , Attention/physiology , Treatment Outcome , Visual Fields/physiology , Psychomotor Performance/physiology
17.
J Affect Disord ; 358: 500-512, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-38663556

ABSTRACT

OBJECTIVE: Extending on previous findings that computerized Memory Specificity Training (c-MeST) improves memory specificity and depressive symptoms in Major Depressive Disorder (MDD) in adults, this study aimed to assess the effects of c-MeST in youth with MDD on memory specificity and depression in addition to other treatment. METHODS: Participants aged 15-25 (N = 359, 76 % female; M age = 19.2, SD = 3.1), receiving predominantly psychological therapy or counseling (85 %) and/or antidepressants (52 %) were randomized to usual care and c-MeST or usual care. Cognitive and clinical outcomes were assessed at baseline and at one, three, and six-month follow-ups. RESULTS: The usual care and c-MeST group reported higher memory specificity at one-month (d = 0.42, p = .022), but not at three or six months (d's < 0.15, p's > 0.05). The rate of MDE was numerically lower in the c-MeST group at each follow-up time-point, but group was not a statistically significant predictor at one month (64 % usual care and c-MeST vs. 68 % usual care, OR = 0.81, p = .606), three months (67 % usual care and c-MeST vs. 72 % usual care, OR = 0.64, p = .327) or six months (55 % usual care and c-MeST vs. 68 % usual care, OR = 0.56, p = .266). The usual care and c-MeST group did report lower depressive symptoms at one month (d = 0.42, p = .023) and six-months (d = 0.84, p = .001), but not three-months (d = 0.13, p > .05). CONCLUSIONS: c-MeST may reduce symptoms in youth with MDD when provided alongside other treatments. However, there are significant limitations to this inference, including high attrition in the study and a need for more data on the acceptability of the intervention.


Subject(s)
Depressive Disorder, Major , Humans , Depressive Disorder, Major/therapy , Female , Male , Adolescent , Young Adult , Adult , Antidepressive Agents/therapeutic use , Cognitive Behavioral Therapy/methods , Treatment Outcome , Memory , Therapy, Computer-Assisted/methods , Counseling/methods
18.
Behav Res Ther ; 177: 104521, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38615373

ABSTRACT

OBJECTIVE: Rumination is a major risk factor for the onset and recurrence of depressive episodes and has been associated with deficits in updating working memory content. This randomized controlled trial examines whether training updating-specific cognitive control processes reduces daily ruminative thoughts in clinically depressed individuals. METHODS: Sixty-five individuals with a current major depressive episode were randomized to 10 sessions of either cognitive control training (N = 31) or placebo training (N = 34). The frequency and negativity of individuals' daily ruminative thoughts were assessed for seven days before training, after training, and at a 3-month follow-up using experience sampling methodology. Secondary outcomes were depressive symptoms, depressed mood, and level of disability. RESULTS: Cognitive control training led to stronger improvements in the trained task than placebo training. However, cognitive control training did not lead to greater reductions in the frequency or negativity of daily ruminative thoughts than placebo training. There were no training-specific effects on participants' depressive symptoms or level of disability. CONCLUSIONS: The robustness of the present null-findings, combined with the methodological strengths of the study, suggest that training currently depressed individuals to update emotional content in working memory does not affect the frequency or negativity of their daily ruminative thoughts.


Subject(s)
Cognitive Behavioral Therapy , Depressive Disorder, Major , Memory, Short-Term , Rumination, Cognitive , Humans , Female , Male , Depressive Disorder, Major/psychology , Depressive Disorder, Major/therapy , Adult , Rumination, Cognitive/physiology , Cognitive Behavioral Therapy/methods , Middle Aged , Therapy, Computer-Assisted/methods , Young Adult , Treatment Outcome
19.
J Dent ; 147: 105030, 2024 08.
Article in English | MEDLINE | ID: mdl-38685341

ABSTRACT

OBJECTIVES: Temporomandibular disorder (TMD) is a common condition that affects the temporomandibular joint (TMJ) and the muscles of the jaw, resulting in pain and dysfunction. TMD is affected by both behavioral and psychological factors. Digital therapeutics (DTx) can exert therapeutic effects by controlling behavioral factors through the delivery of appropriate interventions. Here, we report an open-label randomized control trial to evaluate the efficacy of DTx for TMD. METHODS: We recruited 40 participants diagnosed with TMD. Participants were randomly divided into an intervention group (DTx use, n = 20) and a control group (n = 20). The intervention group received the usual treatment process for TMD in addition to the use of the DTx. The control group received the usual treatments only. Patients in both groups were followed up for 3-4 weeks, and outcome data were collected and analyzed. RESULT: The intervention group showed a significant reduction in pain scores as measured by the numerical rating scale (NRS) (p = 0.016). Additionally, the intervention group showed a statistically significant increase in maximal mouth opening compared to the control group (p = 0.0079). However, there were no significant differences in improvement in the Jaw Functional Limitation Scale, Oral Behavior Checklist, and Patient Health Questionnaire-4 between the two groups (p = 0503, = 0.820, and = 0.943, respectively). CONCLUSION: This RCT reveals DTx potential in TMD, showing pain and mouth opening improvements with conventional treatment. But no significant changes were noted in other outcomes. The findings advocate for more extensive, long-term research to solidify DTx's role in TMD management. CLINICAL SIGNIFICANCE: This research underlines DTx potential to improve pain outcomes in TMD therapy, reinforcing its value as a complementary treatment modality.


Subject(s)
Facial Pain , Pain Measurement , Temporomandibular Joint Disorders , Humans , Female , Male , Pilot Projects , Temporomandibular Joint Disorders/therapy , Adult , Facial Pain/therapy , Treatment Outcome , Middle Aged , Range of Motion, Articular/physiology , Young Adult , Temporomandibular Joint/physiopathology , Therapy, Computer-Assisted/methods
20.
Psychiatry Res ; 334: 115834, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38452499

ABSTRACT

BACKGROUND: A large group of psychiatric patients suffer from auditory hallucinations (AH) despite relevant treatment regimens. In mental health populations, AH tend to be verbal (AVH) and the content critical or abusive. Trials employing immersive virtual reality (VR) to treat mental health disorders are emerging. OBJECTIVE: The aim of this scoping review is to provide an overview of clinical trials utilizing VR in the treatment of AH and to document knowledge gaps in the literature. METHODS: PubMed, Cochrane Library, and Embase were searched for studies reporting on the use of VR to target AH. RESULTS: 16 papers were included in this PRISMA scoping review (ScR). In most studies VR therapy (VRT) was employed to ameliorate treatment resistant AVH in schizophrenia spectrum disorders. Only two studies included patients with a diagnosis of affective disorders. The VRT was carried out with the use of an avatar to represent the patient's most dominant voice. DISCUSSION: The research field employing VR to treat AH is promising but still in its infancy. Results from larger randomized clinical trials are needed to establish substantial evidence of therapy effectiveness. Additionally, the knowledge base would benefit from more profound qualitative data exploring views of patients and therapists.


Subject(s)
Schizophrenia , Therapy, Computer-Assisted , Virtual Reality Exposure Therapy , Virtual Reality , Humans , Hallucinations/therapy , Hallucinations/psychology , Schizophrenia/complications , Schizophrenia/therapy , Therapy, Computer-Assisted/methods , Mental Health , Virtual Reality Exposure Therapy/methods
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