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1.
Osteoarthritis Cartilage ; 32(6): 730-739, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38442767

RESUMO

OBJECTIVE: To develop and validate a neural network to estimate hip contact forces (HCF), and lower body kinematics and kinetics during walking in individuals with hip osteoarthritis (OA) using synthesised anatomical key points and electromyography. To assess the capability of the neural network to detect directional changes in HCF resulting from prescribed gait modifications. DESIGN: A calibrated electromyography-informed neuromusculoskeletal model was used to compute lower body joint angles, moments, and HCF for 17 participants with mild-to-moderate hip OA. Anatomical key points (e.g., joint centres) were synthesised from marker trajectories and augmented with bias and noise expected from computer vision-based pose estimation systems. Temporal convolutional and long short-term memory neural networks (NN) were trained using leave-one-subject-out validation to predict neuromusculoskeletal modelling outputs from the synthesised key points and measured electromyography data from 5 hip-spanning muscles. RESULTS: HCF was predicted with an average error of 13.4 ± 7.1% of peak force. Joint angles and moments were predicted with an average root-mean-square-error of 5.3 degrees and 0.10 Nm/kg, respectively. The NN could detect changes in peak HCF that occur due to gait modifications with good agreement with neuromusculoskeletal modelling (r2 = 0.72) and a minimum detectable change of 9.5%. CONCLUSION: The developed neural network predicted HCF and lower body joint angles and moments in individuals with hip OA using noisy synthesised key point locations with acceptable errors. Changes in HCF magnitude due to gait modifications were predicted with high accuracy. These findings have important implications for implementation of load-modification based gait retraining interventions for people with hip OA in a natural environment (i.e., home, clinic).


Assuntos
Eletromiografia , Marcha , Articulação do Quadril , Redes Neurais de Computação , Osteoartrite do Quadril , Humanos , Osteoartrite do Quadril/fisiopatologia , Eletromiografia/métodos , Feminino , Masculino , Fenômenos Biomecânicos , Pessoa de Meia-Idade , Articulação do Quadril/fisiopatologia , Idoso , Marcha/fisiologia , Caminhada/fisiologia , Músculo Esquelético/fisiopatologia , Suporte de Carga/fisiologia
2.
Behav Genet ; 54(4): 333-341, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38856811

RESUMO

Retraining retired racehorses for various purposes can help correct behavioral issues. However, ensuring efficiency and preventing accidents present global challenges. Based on the hypothesis that a simple personality assessment could help address these challenges, the present study aimed to identify genetic markers associated with personality. Eight genes were selected from 18 personality-related candidate genes that are orthologs of human personality genes, and their association with personality was verified based on actual behavior. A total of 169 Thoroughbred horses were assessed for their tractability (questionnaire concerning tractability in 14 types of situations and 3 types of impressions) during the training process. Personality factors were extracted from the data using principal component analysis and analyzed for their association with single nucleotide variants as non-synonymous substitutions in the target genes. Three genes, CDH13, SLC6A4, and MAOA, demonstrated significant associations based on simple linear regression, marking the identification of these genes for the first time as contributors to temperament in Thoroughbred horses. All these genes, as well as the previously identified HTR1A, are involved in the serotonin neurotransmitter system, suggesting that the tractability of horses may be correlated with their social personality. Assessing the genotypes of these genes before retraining is expected to prevent problems in the development of a racehorse's second career and shorten the training period through individual customization of training methods, thereby improving racehorse welfare.


Assuntos
Comportamento Animal , Caderinas , Monoaminoxidase , Personalidade , Polimorfismo de Nucleotídeo Único , Animais , Cavalos/genética , Monoaminoxidase/genética , Personalidade/genética , Polimorfismo de Nucleotídeo Único/genética , Comportamento Animal/fisiologia , Caderinas/genética , Genótipo , Masculino , Feminino , Proteínas da Membrana Plasmática de Transporte de Serotonina/genética
3.
Scand J Med Sci Sports ; 34(4): e14630, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38644663

RESUMO

The effects of a 12-week gait retraining program on the adaptation of the medial gastrocnemius (MG) and muscle-tendon unit (MTU) were investigated. 26 runners with a rearfoot strike pattern (RFS) were randomly assigned to one of two groups: gait retraining (GR) or control group (CON). MG ultrasound images, marker positions, and ground reaction forces (GRF) were collected twice during 9 km/h of treadmill running before and after the intervention. Ankle kinetics and the MG and MTU behavior and dynamics were quantified. Runners in the GR performed gradual 12-week gait retraining transitioning to a forefoot strike pattern. After 12-week, (1) ten participants in each group completed the training; eight participants in GR transitioned to non-RFS with reduced foot strike angles; (2) MG fascicle contraction length and velocity significantly decreased after the intervention for both groups, whereas MG forces increased after intervention for both groups; (3) significant increases in MTU stretching length for GR and peak MTU recoiling velocity for both groups were observed after the intervention, respectively; (4) no significant difference was found for all parameters of the series elastic element. Gait retraining might potentially influence the MG to operate at lower fascicle contraction lengths and velocities and produce greater peak forces. The gait retraining had no effect on SEE behavior and dynamics but did impact MTU, suggesting that the training was insufficient to induce mechanical loading changes on SEE behavior and dynamics.


Assuntos
Marcha , Músculo Esquelético , Corrida , Sapatos , Tendões , Humanos , Corrida/fisiologia , Músculo Esquelético/fisiologia , Marcha/fisiologia , Masculino , Fenômenos Biomecânicos , Adulto , Tendões/fisiologia , Adulto Jovem , Feminino , Ultrassonografia , Adaptação Fisiológica
4.
Clin Rehabil ; 38(5): 589-599, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38238941

RESUMO

OBJECTIVE: To provide a comprehensive overview of rehabilitation treatment strategies for focal hand dystonia (FHD) in musicians, examining their evolution and effectiveness. DATA SOURCES: A systematic search of five databases, PubMed, PEDro, Cochrane Library, Trip, and Google Scholar, to identify relevant articles on FHD rehabilitation. The last search was performed on 20 December 2023. METHODS: Inclusion criteria were applied to 190 initially identified articles, resulting in 17 articles for review. Exclusions were made for duplicates, irrelevant titles, abstracts, and non-rehabilitation interventions. RESULTS: Ten different rehabilitation approaches were identified over 20 years. While no definitive intervention protocol exists, a multimodal approach is commonly recommended. CONCLUSIONS: This scoping review underscores the diversity of rehabilitation strategies for FHD. It suggests the potential of multimodal approaches, emphasizing the need for further large-scale clinical efficacy studies.


Assuntos
Distúrbios Distônicos , Medicina , Música , Humanos , Distúrbios Distônicos/etiologia , Distúrbios Distônicos/reabilitação , Resultado do Tratamento , Mãos
5.
Artigo em Inglês | MEDLINE | ID: mdl-38914817

RESUMO

OBJECTIVES: Among the complications of parotid surgery, facial palsy is frequent and burdened by high functional and social impact for the patient. There are few data on the efficacy of facial neuromuscular retraining (FNR) in patients with facial palsy after parotid surgery, and no data exist on its impact in timing and extent of recovery. MATERIAL AND METHODS: A retrospective study was conducted on patients undergoing FN sparing parotid surgery and suffering from postoperative facial palsy. Among 400 patients undergoing surgery between July 2016 and May 2023, those with the preservation of the FN and onset of facial palsy were selected. Nerve function was evaluated during 2 years follow up using the House-Brackman (H&Bs) and Sunnybrook scales (SBs). RESULTS: A total of 46 patients undergoing partial or total parotidectomy were included. At discharge 18 patients (39,1%) had IV to VI grade paralysis according to the H&Bs and the mean SBs value was 54. At 2 and 6 months after surgery, the average value of Sunnybrook increased to 76.5 and 95.4 respectively. After 12 months no patients with IV to VI grade paralysis were represent in our cohort. Two years after surgery, only five patients (10.9%) had persistent grade II paralysis according to HBs. CONCLUSIONS: Our study supports the efficacy of FNR in the rehabilitation of facial paralysis after nerve-sparing parotidectomy. The greater functional improvement is achieved within the first 6 months of rehabilitation. A significant improvement is detected still after 18 months, supporting the importance of long rehabilitation for patients without complete recovery after the first year.

6.
J Sports Sci ; 42(7): 589-598, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38743402

RESUMO

The aim was to examine the effect of focus of attention cues on foot angle for retraining movement purposes. Twenty (females: 8) rearfoot-striking recreational runners (mass: 72.5 ± 11.8 kg; height: 1.73 ± 0.09 m; age: 32.9 ± 11.3 years) were randomly assigned to an internal focus (IF) (n = 10) or external focus (EF) (n = 10) verbal cue group. Participants performed 5 × 6 minute blocks of treadmill running (control run, 3 × cued running, retention run) at a self-selected running velocity (9.4 ± 1.1 km∙h-1) during a single laboratory visit. Touchdown foot angle, mechanical efficiency, internal and external work were calculated and, centre of mass (COM) and foot movement smoothness was quantified. Linear-mixed effect models showed an interaction for foot angle (p < 0.001, ηp2 = 0.35) and mechanical efficiency (p < 0.001, ηp2 = 0.40) when comparing the control to the cued running. Only the IF group reduced foot angle and mechanical efficiency during cued running, but not during the retention run. The IF group produced less external work during the 1st cued run than the control run. COM and foot smoothness were unaffected by cueing. Only an IF produced desired technique changes but at the cost of reduced mechanical efficiency. Movement smoothness was unaffected by cue provision. Changes to foot angle can be achieved within 6 minutes of gait retraining.


Assuntos
Atenção , Sinais (Psicologia) , , Marcha , Corrida , Humanos , Corrida/fisiologia , Masculino , Adulto , Feminino , Fenômenos Biomecânicos , Marcha/fisiologia , Pé/fisiologia , Atenção/fisiologia , Adulto Jovem , Movimento/fisiologia
7.
Neuropsychol Rehabil ; 34(2): 268-299, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-36908114

RESUMO

Effectiveness of innovative, gamified interventions (i.e., Augmented Reality, Computer-Based Cognitive Retraining [CBCR], and Virtual Reality [VR] in conjunction with a Serious Game) for cognitive training in paediatric ABI was evaluated. Studies were identified on PsycINFO, PubMed and Scopus; last searched 4 January 2022. Eligibility criteria were participants diagnosed with ABI and aged ≤ 18 years, experimental intervention to train cognition, cognition assessed pre- and post-intervention at: (1) The level of function, or (2) The level of activity, and written in English. ROB 2 and ROBINS-I were utilised to assess risk of bias. Extracted study characteristics were methods, participants, interventions, outcomes, and results. Seven studies were included, comprising six CBCR studies and one VR study, with 182 participants. Following CBCR: (1) Improvements were observed in several cognitive functions, but there was inconsistent evidence; (2) Improvements were reported in attention and executive functions (EF) at home and at school. Following VR: (1) Improvements were observed in attention and EF; (2) Not evaluated. Due to the small number of included studies with (relatively) small and heterogeneous samples, only a cautious interpretation of the evidence was provided. There is a need for carefully designed studies with more attention to inter-individual differences and generalisation to daily life.


Assuntos
Lesões Encefálicas , Realidade Virtual , Humanos , Criança , Treino Cognitivo , Cognição , Função Executiva
8.
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
9.
Gerontol Geriatr Educ ; : 1-16, 2024 Jun 02.
Artigo em Inglês | MEDLINE | ID: mdl-38825865

RESUMO

A lifetime of exposure to ageism may be internalized in older adults, and these ageist beliefs that are directed inwards can have severe consequences. However, research on reducing internalized ageism is scarce. To address this, we designed and implemented a six-week online process-based intervention to reduce internalized ageism and to assess its feasibility. The intervention utilized a process-based therapy approach targeting psychological, behavioral, and physiological pathways through which internalized ageism negatively impacts health, as specified by stereotype embodiment theory. Intervention components included education, acceptance and commitment therapy techniques, and attributional retraining. A total of 81 older adult participants participated in the feasibility study. Most participants rated each session and the overall program as very useful after each session (average program usefulness rating of 4.54/5). Participants also attributed a wide range of novel behaviors to this intervention and stated that they felt it changed their perspectives on ageism and/or internalized ageism. Results from this study provide a promising foundation from which to advance research on interventions that address internalized ageism - a problem that has severe consequences on the health and well-being of growing numbers of older adults globally.

10.
Clin Gerontol ; : 1-14, 2024 May 22.
Artigo em Inglês | MEDLINE | ID: mdl-38777745

RESUMO

OBJECTIVES: Exposure to ageism may be internalized in older adults, and this can have severe consequences. However, little research has addressed reducing internalized ageism. Thus, Reimagine Aging, a 6-week process-based intervention to reduce internalized ageism, was designed and implemented, using education, acceptance and commitment therapy, and attributional retraining to target theoretically based mechanisms of change. METHODS: Seventy-two older adults (M = 70.4 years, SD = 6.4 years) participated in Reimagine Aging, consented to participate in this robust single-sample pilot study, and provided valid data. Participants completed questionnaires prior to, immediately following, and 2 months after the intervention. RESULTS: Participants' self-perceptions of aging (ηp2=0.37, p < .001) and perceptions of older adults (ηp2=0.27, p < .001) became significantly more positive, associated with large effect sizes. Furthermore, these positive gains were mediated by increases in psychological flexibility, mindfulness, and perceived control. DISCUSSION: This study provides initial support for this process-based intervention targeting a reduction of internalized ageism. CLINICAL IMPLICATIONS: This program has the potential to reduce the negative impact internalized ageism has on the health of older adults. Furthermore, it provides novel insights into intervention targets and tools that may be useful in achieving this reduction.

11.
Clin Rehabil ; 37(11): 1510-1520, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-36972474

RESUMO

OBJECTIVE: To explore whether early physical interventions, including neuromuscular retraining therapy, can minimize excessive movement or any unwanted co-contraction after a severe Bell's palsy. DATA SOURCES: From March 2021 to August 2022, the therapist treated Bell's palsy patients for the acute (<3 months, Group A), subacute (3-6 months, Group B) and chronic (> 6 months, Group C) stages of the condition. METHODS: We explored whether early physical interventions, including neuromuscular retraining therapy, can minimize facial synkinesis after a severe episode of Bell's palsy. Each patient was informed about the potential for synkinesis and the therapist explained that the main purpose of neuromuscular retraining therapy is to learn new patterns to minimize synkinesis. The facial function of Group A was compared to that of Groups B and C using the 'Synkinesis' scale of the Sunnybrook Facial Grading System. RESULTS: The final facial function score after neuromuscular retraining therapy was significantly associated with both the initial electroneuronographic degeneration rate and initial facial function. Early therapy did not prevent synkinetic movement in 84.7% of the patients. But, there was a significant difference between patients who started early neuromuscular retraining therapy and other groups in final facial function. CONCLUSION: Synkinesis in Bell's palsy patients can be minimized if physiotherapy commences before synkinesis develops; appropriate neuromuscular retraining therapy timing is essential. A patient with sudden severe Bell's palsy should receive oral steroids as soon as possible, along with physical therapy (including neuromuscular retraining therapy) within 3 months, to minimize synkinesis just before synkinesis onset.


Assuntos
Paralisia de Bell , Paralisia Facial , Sincinesia , Humanos , Paralisia de Bell/diagnóstico , Paralisia de Bell/terapia , Paralisia Facial/etiologia , Paralisia Facial/terapia , Movimento , Modalidades de Fisioterapia , Sincinesia/etiologia
12.
Eur Addict Res ; 29(1): 30-33, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36481516

RESUMO

INTRODUCTION: Craving alcohol is a core symptom of alcohol use disorder (AUD) and an important target for treatment. A new line of treatment for AUD aims at overriding the urge to consume alcohol by changing implicit cognitions via approach bias modification (ApBM). In a prior study, we tested a variant of ApBM called imaginal retraining, which reduced craving. As addiction and body-focused repetitive behaviors (BFRBs) share important symptoms (e.g., inability to resist urges), for the present study we merged imaginal retraining with a technique aimed at BFRB, called decoupling, to augment treatment effects. We hypothesized that the new technique, which is called 3P, would lead to a greater reduction in craving relative to (active) control conditions. METHODS: The study was conducted online. Data from 227 participants were considered. Participants were randomized to 1 out of 5 conditions. Craving for alcohol before and after the brief intervention was the primary outcome. RESULTS: Only the 3P condition lessened craving by approximately one third at an almost medium effect size (improvement: 34.5%, p = 0.003, d = 0.458). Effects were significantly larger relative to the wait-list control and two active control conditions (p's < 0.02; greater reduction than imaginal retraining at a small but nonsignificant effect size). DISCUSSION/CONCLUSION: If replicated, the combination of imaginal retraining and decoupling (3P) represents a promising, easy-to-implement self-help technique to reduce immediate craving. Long-term effects in participants with formally diagnosed AUD have not yet been investigated.


Assuntos
Alcoolismo , Fissura , Humanos , Consumo de Bebidas Alcoólicas/terapia , Alcoolismo/terapia , Cognição , Etanol
13.
BMC Musculoskelet Disord ; 24(1): 984, 2023 Dec 19.
Artigo em Inglês | MEDLINE | ID: mdl-38114980

RESUMO

BACKGROUND: Gait retraining is a common therapeutic intervention that can alter gait characteristics to reduce knee loading in knee osteoarthritis populations. It can be enhanced when combined with biofeedback that provides real-time information about the users' gait, either directly (i.e. knee moment feedback) or indirectly (i.e. gait pattern feedback). However, it is unknown which types of biofeedback are more effective at reducing knee loading, and also how the changes in gait affect pain during different activities of daily living. Therefore, this study aims to evaluate the acute (6 weeks of training) and chronic (1 month post training) effects of biofeedback based on personalised gait patterns to reduce knee loading and pain in people with knee osteoarthritis, as well as examine if more than one session of knee moment feedback is needed to optimise the gait patterns. METHODS: This is a parallel group, randomised controlled trial in a symptomatic knee osteoarthritis population in which participants will be randomised into either a knee moment biofeedback group (n = 20), a gait pattern biofeedback group (n = 20) or a control group (n = 10). Supervised training sessions will be carried out weekly for six continuous weeks, with real-time biofeedback provided using marker-based motion capture and an instrumented treadmill. Baseline, post-intervention and 1-month follow-up assessments will be performed to measure knee loading parameters, gait pattern parameters, muscle activation, knee pain and functional ability. DISCUSSION: This study will identify the optimal gait patterns for participants' gait retraining and compare the effectiveness of gait pattern biofeedback to a control group in reducing knee loading and index knee pain. Additionally, this study will explore how many sessions are needed to identify the optimal gait pattern with knee moment feedback. Results will be disseminated in future peer-reviewed journal articles, conference presentations and internet media to a wide audience of clinicians, physiotherapists, researchers and individuals with knee osteoarthritis. TRIAL REGISTRATION: This study was retrospectively registered under the International Standard Randomised Controlled Trial Number registry on 7th March 2023 (ISRCTN28045513).


Assuntos
Osteoartrite do Joelho , Humanos , Osteoartrite do Joelho/terapia , Atividades Cotidianas , Marcha/fisiologia , Articulação do Joelho , Biorretroalimentação Psicológica/métodos , Fenômenos Biomecânicos , Dor , Ensaios Clínicos Controlados Aleatórios como Assunto
14.
Knee Surg Sports Traumatol Arthrosc ; 31(12): 5546-5553, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37837576

RESUMO

PURPOSE: To compare the effect of three differently spaced retraining schedules (1-day, 2-day, and 1-week intervals) on the acquisition of basic arthroscopic skills and skill retention after 3 months. METHODS: Thirty orthopaedic residents without arthroscopic experience were enrolled in a double-blind, randomised, parallel-controlled trial. Spaced retaining schedules were divided into massed training and retraining phases. Participants were required to obtain perfect scores in all tasks on the simulator in the massed training phase, followed by a pretest to evaluate the training effect. During the retraining phase, participants were randomly assigned to Groups A (1-day interval), B (2-day interval) or C (1-week interval). A posttest was used to evaluate the effect of different retraining patterns. Follow-up evaluations were conducted at 1 week, 1 month and 3 months after the completion of spaced retraining schedules to measure skill retention. One-way ANOVA and paired-sample t tests were used for statistical analysis. RESULTS: Significant between-group differences in diagnostic arthroscopy (137.0 ± 24.8 vs. 140.1 ± 21.3 vs. 175.3 ± 27.4 s, P(A-C) = 0.005, P(B-C) = 0.010) and loose body removal (193.1 ± 33.9 vs. 182.0 ± 32.1 vs. 228.7 ± 42.9 s, P(B-C) = 0.025) completion times were observed. No significant differences were found in other posttest metrics. An assessment of skill retention after the 3-month follow-up (Evaluation 3) showed significant differences in diagnostic arthroscopy completion time (202.5 ± 53.3 vs. 172.0 ± 27.2 vs. 225.5 ± 42.1 s, P(B-C) = 0.026). No significant differences were found in other Evaluation 3 metrics. CONCLUSION: The 2-day retraining schedule was the most effective for the acquisition and retention of basic arthroscopic skills and could be integrated into arthroscopic skills curricula. After a 3-month follow-up, residents who followed this schedule showed better skill retention than those who followed the 1-week interval schedule. LEVEL OF EVIDENCE: Level I.


Assuntos
Ortopedia , Treinamento por Simulação , Humanos , Competência Clínica , Artroscopia/educação , Ortopedia/educação , Simulação por Computador , Currículo
15.
Sensors (Basel) ; 23(21)2023 Oct 31.
Artigo em Inglês | MEDLINE | ID: mdl-37960551

RESUMO

In multi-cat households, monitoring individual cats' various behaviors is essential for diagnosing their health and ensuring their well-being. This study focuses on the defecation and urination activities of cats, and introduces an adaptive cat identification architecture based on deep learning (DL) and machine learning (ML) methods. The architecture comprises an object detector and a classification module, with the primary focus on the design of the classification component. The DL object detection algorithm, YOLOv4, is used for the cat object detector, with the convolutional neural network, EfficientNetV2, serving as the backbone for our feature extractor in identity classification with several ML classifiers. Additionally, to address changes in cat composition and individual cat appearances in multi-cat households, we propose an adaptive concept drift approach involving retraining the classification module. To support our research, we compile a comprehensive cat body dataset comprising 8934 images of 36 cats. After a rigorous evaluation of different combinations of DL models and classifiers, we find that the support vector machine (SVM) classifier yields the best performance, achieving an impressive identification accuracy of 94.53%. This outstanding result underscores the effectiveness of the system in accurately identifying cats.


Assuntos
Aprendizado de Máquina , Redes Neurais de Computação , Algoritmos , Monitorização Fisiológica , Máquina de Vetores de Suporte
16.
J Sport Rehabil ; 32(4): 449-461, 2023 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-36791728

RESUMO

OBJECTIVES: To explore the immediate and retention effect of real-time tibial acceleration feedback on running biomechanics during gait retraining. METHODS: Five electronic databases were searched to identify relevant studies published before May 2022. The included studies were evaluated for methodological quality and bias risk, and data were extracted. A meta-analysis was conducted on the primary outcomes, including peak tibial acceleration (PTA) and vertical ground reaction force. Subgroup analysis was performed by gender, feedback criterion, mode, dosage, fading, retention period, and running environment to evaluate the source of heterogeneity. Qualitative analysis was performed to describe other variables. RESULTS: Fourteen studies (174 participants) were eligible. Meta-analysis showed that real-time tibial acceleration feedback reduced PTA (P < .01, P < .01), vertical impact peak (P = .004, P < .01), vertical average loading rate (P < .01, P < .01), and vertical instantaneous loading rate (P < .01, P < .01) after feedback and during retention period (5 min-12 mo). Subgroup analysis showed that the immediate effect of vertical impact peak was more noticeable with mixed gender (P = .005) and fading feedback (P = .005) conditions, and the retention effect of PTA was more noticeable with high feedback dosage (P < .01) and fading feedback (P < .01) conditions. CONCLUSIONS: Real-time tibial acceleration feedback can reduce PTA and vertical ground reaction force during gait retraining, and for periods of 5 minutes to 12 months when the feedback is removed.


Assuntos
Fraturas de Estresse , Corrida , Humanos , Retroalimentação , Fenômenos Biomecânicos , Marcha , Aceleração
17.
Eur J Pediatr ; 181(12): 4101-4109, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36114832

RESUMO

Infant cardiopulmonary resuscitation (iCPR) is often poorly performed, predominantly because of ineffective learning, poor retention and decay of skills over time. The aim of this study was to investigate whether an individualized, competence-based approach to simulated iCPR retraining could result in high skill retention of infant chest compressions (iCC) at follow-up. An observational study with 118 healthcare students was conducted over 12 months from November 2019. Participants completed pediatric resuscitation training and a 2-min assessment on an infant mannequin. Participants returned for monthly assessment until iCC competence was achieved. Competence was determined by passing assessments in two consecutive months. After achieving competence, participants returned just at follow-up. For each 'FAIL' during assessment, up to six minutes of practice using real-time feedback was completed and the participant returned the following month. This continued until two consecutive monthly 'PASSES' were achieved, following which, the participant was deemed competent and returned just at follow-up. Primary outcome was retention of competence at follow-up. Descriptive statistics were used to analyze demographic data. Independent t-test or Mann-Whitney U test were used to analyze the baseline characteristics of those who dropped out compared to those remaining in the study. Differences between groups retaining competence at follow-up were determined using the Fisher exact test. On completion of training, 32 of 118 participants passed the assessment. Of those achieving iCC competence at month 1, 96% retained competence at 9-10 months; of those achieving competence at month 2, 86% demonstrated competence at 8-9 months; of those participants achieving competence at month 3, 67% retained competence at 7-8 months; for those achieving competence at month 4, 80% demonstrated retention at 6-7 months.   Conclusion: Becoming iCC competent after initial training results in high levels of skill retention at follow-up, regardless of how long it takes to achieve competence. What is Known: • Infant cardiopulmonary resuscitation (iCPR) is often poorly performed and skills decay within months after training. • Regular iCPR skills updates are important, but the optimal retraining interval considering individual training needs has yet to be established. What is New: • Infant chest compression (iCC) competence can be achieved within one to four months after training and once achieved, it can be retained for many months. • With skill reinforcement of up to 28 minutes after initial training, 90% of individuals were able to achieve competence in iCC and 86% retained this competence at follow-up.


Assuntos
Reanimação Cardiopulmonar , Competência Clínica , Humanos , Criança , Fatores de Tempo , Reanimação Cardiopulmonar/métodos , Manequins , Tórax
18.
Scand J Med Sci Sports ; 32(3): 533-542, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-34717013

RESUMO

The aim of this study was to compare the effects of two 10-week non-laboratory-based running retraining programs on foot kinematics and spatiotemporal parameters in recreational runners. One hundred and three recreational runners (30 ± 7.2 years old, 39% females) were randomly assigned to either: a barefoot retraining group (BAR) with 3 sessions/week over 10 weeks, a cadence retraining group (CAD) who increased cadence by 10% again with 3 sessions/week over 10 weeks and a control group (CON) who did not perform any retraining. The footstrike pattern, footstrike angle (FSA), and spatial-temporal variables at comfortable and high speeds were measured using 2D/3D photogrammetry and a floor-based photocell system. A 3 × 2 ANOVA was used to compare between the groups and 2 time points. The FSA significantly reduced at the comfortable speed by 5.81° for BAR (p < 0.001; Cohen's d = 0.749) and 4.81° for CAD (p = 0.002; Cohen's d = 0.638), and at high speed by 6.54° for BAR (p < 0.001; Cohen's d = 0.753) and by 4.71° for CAD (p = 0.001; Cohen's d = 0.623). The cadence significantly increased by 2% in the CAD group (p = 0.015; Cohen's d = 0.344) at comfortable speed and the BAR group showed a 1.7% increase at high speed. BAR and CAD retraining programs showed a moderate effect for reducing FSA and rearfoot prevalence, and a small effect for increasing cadence. Both offer low-cost and feasible tools for gait modification within recreational runners in clinical scenarios.


Assuntos
Marcha , Corrida , Adulto , Fenômenos Biomecânicos , Feminino , , Humanos , Extremidade Inferior , Masculino , Adulto Jovem
19.
Scand J Med Sci Sports ; 32(7): 1142-1152, 2022 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-35398908

RESUMO

PURPOSE: The present study aimed to determine whether runners can reduce impact measures after a six-session in-the-field gait retraining program with real-time musical biofeedback on axial peak tibial acceleration (PTAa ) and identify the associated biomechanical adaptations. METHODS: Twenty trained high-impact runners were assigned to either the biofeedback or the music-only condition. The biofeedback group received real-time feedback on the PTAa during the gait retraining program, whereas the music-only condition received a sham treatment. Three-dimensional gait analysis was conducted in the laboratory before (PRE) and within one week after completing the gait retraining program (POST). Subjects were instructed to replicate the running style from the last gait retraining session without receiving feedback while running overground at a constant speed of 2.9 m∙s-1 . RESULTS: Only the biofeedback group showed significant reductions in both PTAa (∆x̅ = -26.9%, p = 0.006) and vertical instantaneous loading rate (∆x̅ = -29.2%, p = 0.003) from PRE to POST. In terms of biomechanical adaptations, two strategies were identified. Two subjects transitioned toward a more forefoot strike. The remaining eight subjects used a pronounced rearfoot strike and posteriorly inclined shank at initial contact combined with less knee extension at toe-off while reducing vertical excursion of the center of mass. CONCLUSIONS: After completing a music-based biofeedback gait retraining program, runners can reduce impact while running overground in a laboratory. We identified two distinct self-selected strategies used by the participants to achieve reductions in impact.


Assuntos
Música , Aceleração , Biorretroalimentação Psicológica , Fenômenos Biomecânicos , Marcha , Humanos
20.
Eur Addict Res ; 28(1): 68-79, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-34569480

RESUMO

INTRODUCTION: Imaginal retraining is a self-help technique that adapts the principles of approach bias modification to the imagination. Imaginal retraining has been shown to reduce craving and addictive behaviours in 3 randomized controlled trials (RCTs) on problematic alcohol consumption, overweight, and tobacco use. To date, there have been no studies evaluating the long-term efficacy of the intervention. The aim of the present study was to generate first hypotheses on the long-term efficacy of imaginal retraining in smokers in a controlled 1-year follow-up study. MATERIALS AND METHODS: We recontacted the 345 participants who had taken part in an RCT on imaginal retraining for smokers 1 year later. The survey was carried out online and assessed craving for tobacco (primary outcome), smoking behaviour, well-being, and subjective appraisal. Individuals who applied the technique at least once during the previous year were categorized as the training group, whereas participants who never performed the training were categorized as the no-training group. Data were analysed using linear mixed models (LMMs). The study was preregistered as DRKS00021044. RESULTS: The completion rate was 45.5%. Less than 40% used the intervention at least once in the previous 12 months. LMM analyses showed a significant reduction in craving for tobacco for the training compared to the no-training group after 1 year. No significant group differences emerged in smoking behaviour, depressive symptoms, or quality of life. Subjective appraisal of the intervention was favorable, similar to the initial study. CONCLUSION: The present study provides preliminary support for the long-term efficacy of imaginal retraining on craving for tobacco but not on smoking behaviour, highlighting the importance of multimodal treatment concepts in smoking cessation that target a variety of maintaining factors. Future studies need to investigate the long-term efficacy of the intervention in prospective RCTs that test alternative ways of conveying the technique to improve adherence.


Assuntos
Fissura , Nicotiana , Seguimentos , Humanos , Uso de Tabaco , Resultado do Tratamento
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