Impaired Executive Function Research Articles

Poor Motor Competence Affects Functional Capacities and Healthcare in Children and Adolescents with Obesity.

From a young age, children learn different motor skills known as fundamental motor skills. The acquisition of these skills is crucial for the future development of context-tailored actions that could improve adherence to physical activity (PA) practice. Motor competence and function deficits have been associated with pediatric obesity. We reviewed the literature data regarding motor competence in pediatrics and impaired motor performance in children and adolescents with obesity. We assessed the abstracts of the available literature (n = 110) and reviewed the full texts of potentially relevant articles (n = 65) that were analyzed to provide a critical discussion. Children and adolescents with obesity show impaired motor performance, executive functions, postural control, and motor coordination. Children's age represents a crucial point in the development of motor skills. Early interventions are crucial to preventing declines in motor proficiency and impacting children's PA and overall fitness levels. To involve children, the PA protocol must be fun and tailored in consideration of several aspects, such as clinical picture, level of physical fitness, and motor skills. A supervised adapted exercise program is useful to personalized PA programs from an early pediatric age.

The Clock Drawing Task reveals executive dysfunction in the dialysis population – an underrecognized and underestimated problem

Aim of the study The study aimed to assess the prevalence of executive function impairment among patients with chronic kidney disease (CKD) undergoing dialysis, with no subjective cognitive problems and with normal global cognition on the Mini-Mental State Examination (MMSE). We also investigated the relationship between cardiovascular risk factors and cognitive test results. Rationale for the study Patients with CKD, including those undergoing renal replacement therapy, are at a higher risk of developing cognitive impairment (CI) than the general population. Recent research has shown CI to be a growing problem among CKD patients worldwide. Yet, it remains underdiagnosed, even though it may significantly influence the lives of patients. Materials and methods In this cross-sectional, prospective study, 58 dialysis patients with no cognitive decline on the MMSE screening were assessed for executive function impairment using the Executive Clock-Drawing Task (CLOX). Moreover, past medical history, demographic data, and laboratory test results were collected. Results The mean patient age was 59.47 ± 14.98 years, and the mean duration of dialysis was 45.93 ± 48.49 months. The prevalence of executive function impairment amounted to 8.6%. Moreover, remarkably similar pattern of clock drawing was observed, with numbers written outside the clock face in the CLOX1 test. Conclusions Executive dysfunctions in dialysis patients may manifest itself before the onset of global cognitive impairment. There appear to be a deficit in the spatial domain as well. Better education may play a protective role.

Executive function and adult homelessness, true impairment or frontal lobology?

Homelessness is associated with multiple risk factors for neurocognitive impairment. Past research with people experiencing homelessness has described "frontal lobe" dysfunction including behavioral disorders and executive cognitive impairments. In the current study, 72 adults experiencing homelessness were assessed with a standardized assessment of executive function, and interviewed regarding neurological and psychiatric history. When compared to a control sample of 25 never-homeless participants, and controlling for level of education, there was little evidence for executive dysfunction in the sample of people experiencing homelessness. Levels of substance abuse, past head injury, and post-traumatic stress disorder were notably high. However, there were no statistically significant associations between cognitive task performance and clinical or substance abuse variables. Gambling was surprisingly infrequent, but risk-taking behavior among intravenous drug users was common. Though in neither case was it linked to executive function. Overall, there was little evidence for executive impairment in this sample of people experiencing homelessness. I suggest that past research has often used inappropriate criteria for "normal" performance, particularly comparing people experiencing homelessness to control data of relatively high education level. This has led to elements of "frontal lobology," that is, clinical neuroscience research that tends to overly link non-typical or pathological behavior to frontal lobe impairment. When appropriate comparisons are made, controlling for education level, as in this study, associations between executive function impairments and adult homelessness may be weaker than previously reported.

Early life stress and mental health – Attentional bias, executive function and resilience as moderating and mediating factors

Early life stress (ELS) refers to exposure to negative events in childhood such as abuse and neglect. The Dimensional Model of Adversity and Psychopathology categorizes ELS into threat (e.g., abuse) or deprivation (e.g., neglect). Threat is linked to attentional bias toward threatening stimuli, whereas deprivation is associated with executive function impairment. The aim of the study was to investigate the effects of attentional bias, executive functions and resilience between ELS-threat and ELS-deprivation and mental health. Across two studies, 316 participants completed online questions regarding ELS, resilience and mental health. Study 1 participants completed the N-back task to assess attentional bias. Study 2 participants completed questions regarding executive function. Results showed no association between ELS-threat and attentional bias. ELS-threat predicted poor mental health. ELS-deprivation and ELS-threat were associated with poorer executive function. More importantly, the effect of ELS-deprivation on resilience was buffered by higher executive function. Greater ELS-deprivation led to a steeper decline of resilience for individuals with higher executive function. Lower resilience was linked to poor mental health. The study suggests that, although ELS-deprivation may lead to negative mental health, interventions that help increase executive function in children could improve their resilience and promote mental health.

Integrated Life Skills Training and Executive Function Strategies in Children With Autism Spectrum Disorder in Qatar: A Pilot Study of a Randomized Controlled Trial.

Background and aim Executive function (EF) impairment is common in children with autism spectrum disorder (ASD). EF strategies are considered effective in improving the therapeutic outcomes of children with ASD. This study primarily aimed to explore whether integrating EF strategies combined with regular occupational therapy intervention is more effective in improving daily life skills (DLS) and sensory integration/processing (SI/SP) skills than regular occupational therapy alone in children with ASD and secondarily aims to assess treatment outcomes on improving visual motor integration (VMI) skills. Methods A total of 17 participants (13 males, mean age 4.29 years,standard deviation 0.66) completed the study. Following the baseline assessments, the participants were randomly assigned to the treatment group (45-minute once-weekly individual occupational therapy plus EF strategies) or control group (45-minute once-weekly individual therapy sessions alone). All participants received one intervention per week for 14 weeks. All children were systematically evaluated using a pediatric functional independent measure (WeeFIM) and the Verbal Behavior Milestones Assessment and Placement Program (VB-MAPP) to assess DLS, the Short Sensory Profile 2 (SSP2) to assessSP/SI, and the Beery VMI test (Beery VMI) to assess VMI. Assessments were conducted at baseline, seven weeks, and 14 weeks of treatment. Results The analysis of the results between the treatment and control groups revealed that the treatment group had greater gains and significant differences in the mean values of both the WeeFIM and SSP2. In addition, notable distinctions were observed in the VB-MAPP transition subscale; although these differences did not reach statistical significance, they were clinically significant. Minimal differences were noted in the VMI between the two groups. Nevertheless, both groups showed statistically significant improvements across all outcome measures. Conclusions Our study provides preliminary evidence of the efficacy of EF strategies combined with regular occupational therapy for DLS, SP/SI, and VMI in children with ASD. The differences between the groups support further evaluation of the effectiveness of EF strategies for the next stage of a larger randomized clinical trial.

Transdiagnostic neurocognitive dysfunction in children and adolescents with mental illness

Robust evidence from adult samples indicates that neurocognitive dysfunction is a hallmark of many mental illnesses, contributing to the loss of daily function and quality of life that these illnesses cause. However, it is still unclear whether neurocognitive deficits associated with mental illnesses begin to manifest well before adulthood or impact treatment response. Here we address this gap by evaluating neurocognitive function in four groups of children and adolescents with different mental illnesses compared to their matched healthy peers. Our team evaluated the neurocognitive performance of youth diagnosed with attention deficit and hyperactivity disorder (N = 343), anorexia (N = 40), first onset psychosis (N = 25) and functional neurological disorder (N = 56) versus age-matched healthy controls (N = 483), cross-sectionally. Performance was assessed using an objective assessment battery designed for use across diagnoses and settings and validated for its correlations with underlying brain structure and function. The following cognitive domains were assessed: sustained attention, cognitive flexibility, decision speed, executive function, information processing speed, psychomotor response speed, response inhibition, verbal memory and working memory. Distinct profiles of neurocognitive dysfunction were detected for each diagnosis relative to the healthy reference group. Youth with first onset psychosis displayed the most severe and generalized impairments across domains of sustained attention, verbal memory, response inhibition, cognitive flexibility, information processing speed and working memory. Children and adolescents with attention deficit and hyperactivity disorder showed impairments in multiple domains of at least moderate severity with the most pronounced impairments in executive function, sustained attention and working memory. Children and adolescents with anorexia displayed more specific moderate impairments limited to cognitive flexibility, response inhibition, sustained attention, decision speed and verbal memory. Impairments in functional neurological disorder were also relatively specific and moderate, limited to executive function, working memory, cognitive flexibility, decision speed and information processing speed. These findings suggest that neurocognitive impairment in mental illness is transdiagnostic and can be detected as early as childhood or adolescence with standardized computerized testing.

Patterns of executive functions and theory of mind in adults with a family history of alcohol use disorder: Combined group and single-case analyses.

Impairments in executive function and social cognition are highly prevalent in individuals with an alcohol use disorder (AUD). Some studies show that similar difficulties are displayed by individuals with a positive family history of AUD (FH+) compared with individuals with a negative family history (FH-). Yet, no studies have jointly investigated cognitive and affective theory of mind at the behavioral level. Moreover, some studies show preserved executive and socioemotional functioning in FH+ participants. One possible explanation for these divergent results is that FH+ individuals are cognitively heterogeneous. In this study, we examined the frequency and co-occurrence of difficulties in executive function and social cognition among FH+ individuals at the individual level. Sixty FH+ and 60 FH- participants matched on age, sex, and education level were included. They completed tasks assessing executive functions (Stroop, Trail Making Test) and affective and cognitive theory of mind (Movie for the Assessment of Social Cognition). They also completed self-report questionnaires measuring impulsivity, alexithymia, and empathy. Single-case analyses assessed the proportion of FH+ participants with difficulties in executive function and/or theory of mind. FH+ individuals exhibited difficulties in response inhibition and made more errors during theory of mind processing, indicating an absence of mental state representation, compared with FH- individuals. In the FH+ sample, 53.33% had executive function and/or theory of mind difficulties. Those with lower theory of mind scores reported higher alexithymia and lower empathy on self-report measures. FH+ individuals display heterogeneous executive function and theory of mind abilities. Given that they mostly occur independently of one another, executive function and theory of mind difficulties may be distinct vulnerability markers in AUD.

Improving cognitive function with intermittent dose escalation of curcumin extract in chemotherapy-induced cognitive impairment patients: a randomized controlled trial

Chemotherapy-induced cognitive impairment (CICI) is an impairment of memory, learning power, concentration, reasoning, executive function, attention, and visuospatial during and after chemotherapy exposures. No proven safe and effective therapeutic regimen are available to improve cognitive function in CICI patients. To evaluate the safety and effectiveness of curcumin extract to improve cognitive function in CICI patients. This study was a double-blind randomized controlled trial clinical trial in patients with cervical carcinoma who underwent a carboplatin-paclitaxel chemotherapy regimen from March to October 2021 at single center hospital. Subjects divided into two groups that received curcumin and placebo caplets by dose escalation method from 240 to 400 mg intermittently (14 days on and 7 days off) between chemotherapy cycles. Cognitive function was evaluated pre- and post-therapy using the AFI questionnaire, Stroop test, and MoCA-Ina. A total of 78 subjects were equally divided into the treatment and control groups. The percentage of drop-out, mortality, and adverse drug response were relatively comparable between each treatment arm. The group of subjects receiving curcumin extract experienced clinically and statistically significant improvements in cognitive function based on the Stroop test (∆ median 8.57 vs. 2.46; Z − 4.503 vs. − 1.762; p < 0.0001 vs. 0.078) and MoCA- Ina (∆ mean 1.53 vs. 0.72; Z − 2.99 vs. − 2.05; p < 0.003 vs. 0.04) versus placebo in between-group and between-subject analyses, respectively. Administration of curcumin extract with intermittent dose escalation regimen proved to be safe and able to improve cognitive function of CICI patients clinically and statistically significant.

Zur klinischen Bedeutung reduzierter Exekutivfunktionen bei älteren Patient:innen mit psychischen Erkrankungen.

The study presented examined this question in a sample of patients in a psychosomatic clinic who were in middle (< 60years) and older age (≥ 60years) (N = 150) and compared them with a psychologically non-stressed comparison sample (N = 157).The survey instrument used to assess EF was the Trail-Making Test (TMT). The results show age and setting differences, i. e. older as well as mentally ill subjects showed worse results; an interaction effect was also found. Associations of symptoms and EF were found only in the elderly sample, but not in the middle-aged sample. The results show that the importance of impaired executive functions is a clinically relevant variable in psychotherapy of the elderly.

Infection, Inflammation, and Poststroke Cognitive Impairment.

Infection and inflammation are dementia risk factors in population-based cohorts; however, studies in stroke are scarce. We determined the prevalence of infection after stroke and routinely measured inflammatory biomarkers during hospitalization and their associations with acute and 6-month cognitive impairment. A prospective stroke cohort completed the Oxford Cognitive Screen at ≤2 weeks and 6 months after stroke. Infection, inflammatory markers (C-reactive protein, white cell count, and neutrophil/lymphocyte ratio), and systemic inflammatory response syndrome were ascertained throughout admission with electronic patient records supplemented by hand searches. Associations with acute and 6-month global and domain-specific cognitive impairment were analyzed using multivariable regression, adjusting for demographic/vascular factors and stroke severity. Among 255 patients (mean age, 73.9 [SD, 12.6] years; 46.3% women; mean education, 12.6 [SD, 3.7] years; median National Institutes of Health Stroke Scale score 5 [range, minimum-maximum, 0-30]), infection was present in 90 patients (35.3%) at mean 4.4 (SD, 6.9) days after stroke, consisting predominantly of pneumonia (47/90; 52%) and urinary tract infection (39/90; 43%). Admission white cell count was elevated in 25.1% (n=64; mean, 9.5×109/L [SD, 3.2×109/L]), C-reactive protein in 41.2% (n=105; mean, 27.5 [SD, 50.9 mg/L]), neutrophil/lymphocyte ratio in 55.7% (n=97; mean, 5.5 [SD, 4.5]), and systemic inflammatory response syndrome in 26.6% (n=53 [45.2%] positive during hospitalization). Infection was associated with acute and 6-month poststroke cognitive impairment (P<0.05adj) with stronger associations acutely for severe infection (infection+systemic inflammatory response syndrome; P=0.03adj). Acute language, executive function and attention domain impairments, and 6-month number processing impairment were associated with infection (P<0.05adj). No significant relationships were found for any biomarker and cognitive impairment. Infection and elevations in routinely measured inflammatory biomarkers are common following stroke; however, only infection is associated with poststroke cognitive impairment, suggesting that increases in these biomarkers may be nonspecific. Infection may present a tractable target for reducing poststroke cognitive impairment.

Influence of mild cognitive impairment on clinical and functional prognosis in older candidates for cardiac surgery.

In this study, we analyzed the prognostic impact of mild cognitive impairment (MCI) prior to cardiac surgery on 12-month clinical outcomes in older patients. We performed a longitudinal prospective study of 48 patients undergoing cardiac surgery and 26 neurologically healthy participants aged 65 years or older. All participants underwent a neuropsychological assessment. Functional status, quality of life and frailty were assessed in candidates for surgery. One year after surgery, 24 patients remained in the study. Mild cognitive impairment (MCI) was diagnosed in 35% of the patients at baseline. Postsurgical changes in functionality consisted of a tendency toward impaired basic activities of daily living (BADL) in the MCI group and a statistically significant worsening in instrumental activities of daily living (IADL) in women with MCI. Changes in quality of life consisted of a significant improvement in anxiety-depression in the MCI group and a tendency toward greater pain-discomfort in the non-MCI group. Cognitive status significantly declined only in the non-MCI group. Neither group showed significant changes in frailty. Relative risk analysis showed that patients with a diagnosis of MCI at baseline had a higher risk of cognitive decline at follow-up, while those without a diagnosis of MCI at baseline had a lower risk of impaired IADL. No association was found between MCI and resource use. Preoperative impairment in memory, visuospatial and executive functions was significantly associated with loss of quality of life at follow-up. Impairment of memory and visuospatial function was significantly associated with cognitive decline. Preserved memory was associated with a lower risk of impaired BADL at follow-up. The present study provides clue on the impact of MCI in candidates for cardiac surgery. Preoperative detection of cognitive impairment could be highly valuable to help guide pre- and post-operative management.

Robotic assessment of sensorimotor and cognitive deficits in patients with temporal lobe epilepsy

ObjectiveIndividuals with temporal lobe epilepsy (TLE) frequently demonstrate impairments in executive function, working memory, and/or declarative memory. It is recommended that screening for cognitive impairment is undertaken in all people newly diagnosed with epilepsy. However, standard neuropsychological assessments are a limited resource and thus not available to all. Our study investigated the use of robotic technology (the Kinarm robot) for cognitive screening. Methods27 participants with TLE (17 left) underwent both a brief neuropsychological screening and a robotic (Kinarm) assessment. The degree of impairments and correlations between standardized scores from both approaches to assessments were analysed across different neurocognitive domains. Performance was compared between people with left and right TLE to look for laterality effects. Finally, the association between the duration of epilepsy and performance was assessed. ResultsAcross the 6 neurocognitive domains (attention, executive function, language, memory, motor and visuospatial) assessed by our neuropsychological screening, all showed scores that significantly correlated with Kinarm tasks assessing the same cognitive domains except language and memory that were not adequately assessed with Kinarm. Participants with right TLE performed worse on most tasks than those with left TLE, including both visuospatial (typically considered right hemisphere), and verbal memory and language tasks (typically considered left hemisphere). No correlations were found between the duration of epilepsy and either the neuropsychological screening or Kinarm assessment. SignificanceOur findings suggest that Kinarm may be a useful tool in screening for neurocognitive impairment in people with TLE. Further development may facilitate an easier and more rapid screening of cognition in people with epilepsy and distinguishing patterns of cognitive impairment.

Identifying Spatial Neglect in Chronic Right Hemisphere Stroke Survivors Using the RHDBank Outcomes.

The chronicity of spatial neglect (SN) and the utility of existing diagnostic measures used by speech-language pathologists remain poorly understood. In this retrospective study, we examined how the RHDBank test battery informs the identification of SN after right hemisphere brain damage (RHD) during the chronic phase of recovery. Data from 29 right hemisphere stroke survivors were extracted from the RHDBank, including SN tests, for which we performed laterality index scoring: a 51-item demographic survey, the Apples Test, the Indented Paragraph Test, and the clock drawing task from the Cognitive Linguistic Quick Test (CLQT). Two groups (SN+ and SN-) were identified using the Apples Test. A hierarchical cluster analysis explored CLQT performance clusters in association with SN, and group comparisons of demographic variables and test scores were conducted. Ten patients were identified as having SN+ (34%) using the Apples Test. The Indented Paragraph Test and the CLQT's clock drawing test identified only two of the 20 stroke survivors with SN+. Cluster analyses showed that domain and task scores on the CLQT carried information to classify participants into SN+ and SN- in concordance with performance on the Apples Test. Participants in the SN+ cluster had moderately impaired attention and executive function skills and mildly impaired visuospatial skills. The Apples Test differentiated SN in a group of chronic right hemisphere stroke survivors. Using multiple measures from the CLQT seemed to capture a greater range of problems than clock drawing and paragraph reading tests alone. Therefore, the RHDBank test battery as a whole-and in part the CLQT, Apples Test, and Indented Paragraph Test-can detect certain subtypes of SN in the chronic deficit profile after RHD and is a starting point for diagnostic integration by speech-language pathologists.

Impairment of attention and executive functions in chronic cerebrovascular disease and Alzheimer's disease

To establish specific features of executive functions (EF) impairment and attention in vascular cognitive impairment (VCI) and Alzheimer's disease (AD). Eighty people (over the age of 50) diagnosed with cerebrovascular disease (CVD) and AD, as well as 29 healthy volunteers (control group), were examined. The following neuropsychological methods were used to study the quantitative and qualitative characteristics of cognitive impairments: Mini-Mental State Examination (MMSE), Montreal Cognitive Assessment (MoCA), EXIT-25, Frontal Assessment Battery (FAB), Clock Drawing Test, «12 Words» test, verbal associations (literal and categorical) method, Trail Making Test A and B, Symbol-Digit Modalities Test (SDMT), Stroop Test, and Benton Visual Retention Test. Mandatory inclusion criteria in the study included having a completed magnetic resonance imaging (MRI) of the brain (in T1, T2, FLAIR, DWI, SWI modes) within 1 year before enrollment in one of the groups. No significant differences in age, sex, and level of education were found between the groups. Groups AD and CVD were also comparable in the severity of cognitive impairment overall. Attention and working memory deficits were observed in both CVD and AD, with slightly more pronounced deficits in the AD group. Qualitative analysis of individual components of working memory revealed that both CVD and AD groups had comparable cognitive control impairment compared to the control group, while AD was characterized by a more significant decrease in intellectual flexibility compared to CVD. Sustained attention was equally impaired among patients in the CVD and AD groups, with a significant difference from the control group (p<0.05). In terms of memory, it was found that auditory-verbal memory and semantic memory were significantly more affected in AD, while visual memory was impaired in both conditions. Attention and EF impairments are not specific to the «subcortical» type of cognitive disorders. Already in the early stages, AD is characterized by a significant impairment of attention and EF, and such a component of EF as intellectual flexibility suffers at the onset of AD to a greater extent than in VCI. Memory impairments are not specific to AD; already at the onset of VCI, visual memory impairment comparable to AD is noted. The obtained data can be used for early neuropsychological diagnosis and differential diagnosis of dementing cerebral diseases.

Impairment of executive functions in patients with alcohol use disorders

To study the features of executive functions in patients with alcohol use disorders and comorbid exogenous organic brain damage of non-alcoholic nature. Sixty-five men, aged 24 to 55 years, with alcohol use disorders were examined. Thirty mentally healthy men were examined as a control group. To assess executive functioning, standard neuropsychological tests were used: the Go/No-Go task, the Corsi test and the Stroop Color Test. Patients with alcohol use disorders and comorbid exogenous organic brain damage made significantly more errors in the Go/No-Go task (skipping the Go signal: p=0.004) and performed the Stroop Color test longer (task completion time: p=0.003). According to multivariate regression analysis, the presence of exogenous organic brain damage predicted the worst indicators of psychomotor reaction (p=0.009) and cognitive flexibility (p=0.021). Comorbid exogenous organic brain damage in patients with alcohol use disorders leads to a significant deterioration of executive functions, including psychomotor reaction and cognitive flexibility, compared with patients suffering only from alcohol use disorders.

A Study of the association of neurocognition with relapse and quality of life in patients of alcohol dependence

Background: Alcohol is a widely consumed substance associated with around 5.6% of all causes of death. Alcohol use disorder (AUD) is a chronic relapsing and remitting illness and has been known to be associated with impaired executive functions, processing speed, memory, attention, and fluency. It is also associated with impaired quality of life (QoL), which in turn can affect overall prognosis. Aim: To assess neurocognition in patients with alcohol dependence and correlate it with QoL and relapse. Materials and Methods: This study was a prospective, longitudinal study of sixty alcohol dependence patients from January 2020 to June 2021 after appropriate ethical approval. Participants were assessed for baseline alcohol dependence, neurocognition (focused, sustained and divided attention; processing speed; verbal and category fluency; working memory; response inhibition; verbal comprehension; verbal learning and memory; visuospatial construction; visual learning and memory) and QoL using Alcohol Use Disorders Identification Test (AUDIT), National Institute of Mental Health and Neurosciences (NIMHANS) battery for neurocognition and WHO-BREF (WHO-Quality of Life-short-form scale) World Health Organization-scale, respectively. A follow-up was conducted in three months to assess relapse in the patients. Statistical analysis was conducted by International Business Machines Statistical Package for the Social Sciences (IBM SPSS) v16. Results: Mean age of the study participants was 41.3 ± 5.03 years, mean age of onset of alcohol use was 20.88 ± 4.27 years, mean duration of alcohol use of 16.6 ± 7.92 years, and average 14.55 ± 4.86 drinks per day. The mean AUDIT score of the study population was 25.21 ± 7.18. There was significant positive correlation between duration of use and CTT-2; 37 out of 57 participants relapsed to alcohol (three participants had died in follow-up) with mean 37.48 ± 23.27 days of relapse, mean 3.32 ± 1.2 drinking days per week, and mean 6 ± 1.2 drinks per drinking day. There was negative and positive correlation between neurocognition and relapse and between neurocognition and QoL. Conclusion: Alcohol use also resulted in impaired cognitive function of the study participants. There was also significant difference in score for neurocognition test between relapse and abstinent group. The significant correlation between neurocognition and QoL as well as neurocognition and relapse proves the deleterious effect of alcohol in every aspect of life.

Issues and Diagnosis among ADHD Children in Learning: 'Bird's Eye View'

The article provides a brief summary of the symptoms of attention deficit/hyperactivity disorder (ADHD) in children, as well as current clinical diagnosis measures. Although it is still believed that the disease is caused by a combination of inattention, as well as hyperactive-impulsive behaviour, concepts about attention deficit/hyperactivity disorder (ADHD) are increasingly emphasizing inadequate inhibition as well as impaired executive function (self-regulation) as a significant risk factor. According to research, there are shortcomings in the DSM-V's clinical diagnostic criteria that must be addressed. Academics, psychologists, and clinicians must be aware of these issues, as well as the adjustments that must be made when working with people to be neglected in the research studies that generated these requirements.

Executive Function Impairment in Correlation with EEG Finding in Children with Type 1 DM at School Age

Executive Function Impairment in Correlation with EEG Finding in Children with Type 1 DM at School Age

Executive Functions Impairment in Patients with Multiple Sclerosis in Relation to Lesion Burden in MRI: A Case-Control Study

Executive Functions Impairment in Patients with Multiple Sclerosis in Relation to Lesion Burden in MRI: A Case-Control Study

Intelligent diagnosis system based on artificial intelligence models for predicting freezing of gait in Parkinson's disease.

Freezing of gait (FoG) is a significant issue for those with Parkinson's disease (PD) since it is a primary contributor to falls and is linked to a poor superiority of life. The underlying apparatus is still not understood; however, it is postulated that it is associated with cognitive disorders, namely impairments in executive and visuospatial functions. During episodes of FoG, patients may experience the risk of falling, which significantly effects their quality of life. This research aims to systematically evaluate the effectiveness of machine learning approaches in accurately predicting a FoG event before it occurs. The system was tested using a dataset collected from the Kaggle repository and comprises 3D accelerometer data collected from the lower backs of people who suffer from episodes of FoG, a severe indication frequently realized in persons with Parkinson's disease. Data were acquired by measuring acceleration from 65 patients and 20 healthy senior adults while they engaged in simulated daily life tasks. Of the total participants, 45 exhibited indications of FoG. This research utilizes seven machine learning methods, namely the decision tree, random forest, Knearest neighbors algorithm, LightGBM, and CatBoost models. The Gated Recurrent Unit (GRU)-Transformers and Longterm Recurrent Convolutional Networks (LRCN) models were applied to predict FoG. The construction and model parameters were planned to enhance performance by mitigating computational difficulty and evaluation duration. The decision tree exhibited exceptional performance, achieving sensitivity rates of 91% in terms of accuracy, precision, recall, and F1- score metrics for the FoG, transition, and normal activity classes, respectively. It has been noted that the system has the capacity to anticipate FoG objectively and precisely. This system will be instrumental in advancing consideration in furthering the comprehension and handling of FoG.