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1.
Early Hum Dev ; 193: 106019, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38718464

RESUMO

BACKGROUND: Prechtl's General Movement Assessment (GMA) at fidgety age (3-5 months) is a widely used tool for early detection of cerebral palsy. Further to GMA classification, detailed assessment of movement patterns at fidgety age is conducted with the Motor Optimality Score-Revised (MOS-R). Inter-rater reliability and agreement are properties that inform test application and interpretation in clinical and research settings. This study aims to establish the inter-rater reliability and agreement of the GMA classification and MOS-R in a large population-based sample. METHODS: A cross-sectional study of 773 infants from birth-cohort in Perth, Western Australia. GMA was conducted on home-recorded videos collected between 12 + 0 and 16 + 6 weeks post term age. Videos were independently scored by two masked experienced assessors. Inter-rater reliability and agreement were assessed using intraclass correlation coefficient and limits of agreement respectively for continuous variables, and Cohen's Kappa and Gwet's Agreement Coefficient, and percentage agreement respectively for discrete variables. RESULTS: The classification of GMA showed almost perfect reliability (AC1 = 0.999) and agreement (99.9 %). Total MOS-R scores showed good-excellent reliability (ICC 0.857, 95 % CI 0.838-0.876) and clinically acceptable agreement (95 % limits of agreement of ±2.5 points). Substantial to almost perfect reliability and agreement were found for all MOS-R domain subscores. While MOS-R domains with higher redundancy in their categorisation have higher reliability and agreement, inter-rater reliability and agreement are substantial to almost perfect at the item level and are consistent across domains. CONCLUSION: GMA at fidgety age shows clinically acceptable inter-rater reliability and agreement for GMA classification and MOS-R for population-based cohorts assessed by experienced assessors.


Assuntos
Paralisia Cerebral , Variações Dependentes do Observador , Humanos , Feminino , Paralisia Cerebral/diagnóstico , Paralisia Cerebral/fisiopatologia , Masculino , Lactente , Reprodutibilidade dos Testes , Movimento/fisiologia , Estudos Transversais , Austrália Ocidental , Destreza Motora/fisiologia
2.
Early Hum Dev ; 192: 105992, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38574696

RESUMO

BACKGROUND: Many infants who survive hypoxic-ischemic encephalopathy (HIE) face long-term complications like epilepsy, cerebral palsy, and developmental delays. Detecting and forecasting developmental issues in high-risk infants is critical. AIM: This study aims to assess the effectiveness of standardized General Movements Assessment (GMA) and Hammersmith Infant Neurological Examinations (HINE) in identifying nervous system damage and predicting neurological outcomes in infants with HIE. DESIGN: Prospective. SUBJECTS AND MEASURES: We examined full-term newborns with perinatal asphyxia, classifying them as Grade 2 HIE according to Sarnat and Sarnat. The study included 31 infants, with 14 (45.2 %) receiving therapeutic hypothermia (Group 1) and 17 (54.8 %) not (Group 2). We evaluated general movements during writhing and fidgety phases and conducted neurological assessments using the HINE. RESULTS: All infants exhibited cramped-synchronized - like movements, leading to cerebral palsy (CP) diagnosis. Three children in Group 1 and four in Group 2 lacked fidgety movements. During active movements, HINE and GMA showed high sensitivity and specificity, reaching 96 % and 100 % for all children. The ROC curve's area under the curve (AUC) was 0.978. CONCLUSION: Our study affirms HINE and GMA as effective tools for predicting CP in HIE-affected children. GMA exhibits higher sensitivity and specificity during fidgety movements. However, study limitations include a small sample size and data from a single medical institution, necessitating further research.


Assuntos
Paralisia Cerebral , Hipóxia-Isquemia Encefálica , Humanos , Hipóxia-Isquemia Encefálica/terapia , Hipóxia-Isquemia Encefálica/diagnóstico , Masculino , Feminino , Recém-Nascido , Paralisia Cerebral/diagnóstico , Paralisia Cerebral/fisiopatologia , Paralisia Cerebral/terapia , Exame Neurológico/métodos , Exame Neurológico/normas , Movimento , Asfixia Neonatal/terapia , Asfixia Neonatal/diagnóstico , Lactente , Estudos Prospectivos
3.
BMJ Open ; 14(3): e080063, 2024 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-38431302

RESUMO

OBJECTIVES: To evaluate the feasibility of using the NeuroMotion smartphone application for remote General Movements Assessment for screening infants for cerebral palsy in Kathmandu, Nepal. METHOD: Thirty-one term-born infants at risk of cerebral palsy due to birth asphyxia or neonatal seizures were recruited for the follow-up at Paropakar Maternity and Women's Hospital, 1 October 2021 to 7 January 2022. Parents filmed their children at home using the application at 3 months' age and the videos were assessed for technical quality using a standardised form and for fidgety movements by Prechtl's General Movements Assessment. The usability of the application was evaluated through a parental survey. RESULTS: Twenty families sent in altogether 46 videos out of which 35 had approved technical quality. Sixteen children had at least one video with approved technical quality. Three infants lacked fidgety movements. The level of agreement between assessors was acceptable (Krippendorf alpha 0.781). Parental answers to the usability survey were in general positive. INTERPRETATION: Engaging parents in screening of cerebral palsy with the help of a smartphone-aided remote General Movements Assessment is possible in the urban area of a South Asian lower middle-income country.


Assuntos
Paralisia Cerebral , Recém-Nascido , Lactente , Criança , Humanos , Feminino , Gravidez , Paralisia Cerebral/diagnóstico , Estudos de Viabilidade , Smartphone , Nepal , Movimento
4.
Artigo em Inglês | MEDLINE | ID: mdl-38530946

RESUMO

INTRODUCTION: To determine whether differences exist in the measured range of motion (ROM) by the goniometer, equinometer, and 3-dimensional (3D) gait analysis in different settings (under general anesthesia (GA) or in the clinic) among patients with cerebral palsy. METHODS: A prospective comparative cohort study was conducted at our orthopaedics center, where 15 patients with diplegic cerebral palsy (30 limbs) were evaluated, all of whom had Gross Motor Function Classification System (GMFCS) level I and II. ROM was measured by (1) goniometer under GA (benchmark), (2) goniometer analysis during clinical examination, (3) equinometer under GA, (4) equinometer in the clinic, and (5) 3D gait analysis. ROM was measured during both knee flexion and extension. Subgroup analysis based on the GMFCS level was performed. RESULTS: Nine patients were male with GMFCS level I and a mean age of 14.3 (SD=7.2) years. Statistically significant differences were noted between all studied measurement techniques in terms of ROM, dorsiflexion, and plantarflexion during both knee flexion and extension. The GMFCS level was an effect modifier of ROM measurements. DISCUSSION: The ROM parameters during both knee flexion and extension differed from one measurement device/technique to another. The GMFCS level played a notable effect-modifying role on the ROM parameters.


Assuntos
Paralisia Cerebral , Articulação do Joelho , Humanos , Masculino , Adolescente , Feminino , Paralisia Cerebral/diagnóstico , Marcha , Estudos de Coortes , Espasticidade Muscular , Estudos Prospectivos , Estudos Retrospectivos
5.
Ann Med ; 56(1): 2309606, 2024 12.
Artigo em Inglês | MEDLINE | ID: mdl-38300887

RESUMO

INTRODUCTION: General Movement assessment (GMA) is considered the golden standard for early identification of infants with a high risk of developing cerebral palsy (CP). The aim of this study was to explore parents' lived experience of early risk assessment for CP using a mobile application for home video recording after discharge from hospital stay in the newborn period. METHODS: An inductive qualitative design using a hermeneutical phenomenological approach was chosen, and fourteen parents with children at risk of CP were interviewed at home. The hermeneutical phenomenological approach describes humans' lived experiences of a specific phenomenon with a possibility of deeper understanding of the expressed statements. The interviews were analyzed using the fundamental lifeworld existential dimensions as guidelines for describing the parents' lived experience. RESULTS: The overall understanding of the parents' experience was 'Finding control in an uncontrolled life situation'. During the often-long hospitalizations, the parents struggled with loss of control and difficulty in understanding what was going on. The use of the mobile application followed by a swift result made them feel in control and have a brighter view of the future. CONCLUSIONS: The findings suggest that the mobile application did not seem to worry the parents. Instead, it provided the parents with a sense of active participation in the care and treatment of their child. The mobile application should be accompanied with clear instructions and guidelines for the parents and details about how and when the result is given.


For the first time, parents' experiences concerning early assessment for cerebral palsy using a mobile application are profoundly explored.Early risk assessment for cerebral palsy performed by parents at home using a mobile application did not seem to increase the parents' worry; instead, it gave them a sense of control.Involving parents in the care and treatment of their child is vital to increase parental participation and control.


Assuntos
Paralisia Cerebral , Aplicativos Móveis , Criança , Recém-Nascido , Lactente , Humanos , Paralisia Cerebral/diagnóstico , Alta do Paciente , Pais , Hospitais , Medição de Risco
6.
Expert Rev Med Devices ; 21(3): 179-186, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38166497

RESUMO

INTRODUCTION: Single-pulse transcranial magnetic stimulation (TMS) has many applications for pediatric clinical populations, including infants with perinatal brain injury. As a noninvasive neuromodulation tool, single-pulse TMS has been used safely in infants and children to assess corticospinal integrity and circuitry patterns. TMS may have important applications in early detection of atypical motor development or cerebral palsy. AREAS COVERED: The authors identified and summarized relevant studies incorporating TMS in infants, including findings related to corticospinal development and circuitry, motor cortex localization and mapping, and safety. This special report also describes methodologies and safety considerations related to TMS assessment in infants, and discusses potential applications related to diagnosis of cerebral palsy and early intervention. EXPERT OPINION: Single-pulse TMS has demonstrated safety and feasibility in infants with perinatal brain injury and may provide insight into neuromotor development and potential cerebral palsy diagnosis. Additional research in larger sample sizes will more fully evaluate the utility of TMS biomarkers in early diagnosis and intervention. Methodological challenges to performing TMS in infants and technical/equipment limitations require additional consideration and innovation toward clinical implementation. Future research may explore use of noninvasive neuromodulation techniques as an intervention in younger children with perinatal brain injury to improve motor outcomes.


Single pulse transcranial magnetic stimulation (TMS) is a safe and noninvasive way to study brain activity in infants and children who have experienced brain injuries around the time of birth. Infants who have had an early brain injury may develop cerebral palsy, a developmental disability that affects movement. TMS uses a device that gives single pulses of energy to activate specific areas of the brain. This can be used to study how the brain connects to the muscles in the body through paths or 'tracts.' TMS helps researchers understand the development of the tracts and the potential need for therapy. This article reviews research studies that used TMS in infants and explains how TMS can be used to assess brain development. It also reviews safety considerations and challenges related to using TMS in infants. TMS could be a valuable tool for early diagnosis of cerebral palsy and could also help guide treatments for infants with brain injuries. However, more research is needed, using larger groups of infants, to potentially expand the use of TMS in clinical practice. Future directions include developing infant-specific research tools and using noninvasive brain stimulation to improve recovery for infants with brain injuries.


Assuntos
Lesões Encefálicas , Paralisia Cerebral , Córtex Motor , Lactente , Criança , Humanos , Estimulação Magnética Transcraniana/métodos , Paralisia Cerebral/diagnóstico , Paralisia Cerebral/terapia , Lesões Encefálicas/diagnóstico , Lesões Encefálicas/terapia
7.
Early Hum Dev ; 188: 105916, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38091843

RESUMO

BACKGROUND: Infants with complex congenital heart disease are at increased risk of impaired fetal brain growth, brain injury, and developmental impairments. The General Movement Assessment (GMA) is a valid and reliable tool to predict cerebral palsy (CP), especially in preterm infants. Predictive properties of the GMA in infants with complex congenital heart disease (CCHD) are unknown. AIM: To evaluate predictive properties of the GMA to predict developmental outcomes, including cerebral palsy (CP), at 18-months corrected age (CA) in children with CCHD undergoing heart surgery in the first month of life. METHODS: A prospective cohort of 56 infants with CCHD (35 males, 21 females) was assessed with GMA at writhing age (0-6 weeks CA) and fidgety age (7-17 weeks CA) and the Bayley Scales of Infant Development at 18 months. GMA focused on markedly reduced GM-variation and complexity (definitely abnormal (DA) GM-complexity) and fidgety movements. Predictive values of GMA for specific cognitive, language and motor delay (composite scores <85th percentile) and general developmental delay (delay in all domains) were calculated at 18 months. RESULTS: At fidgety age, all infants had fidgety movements and no child was diagnosed with CP. DA GM-complexity at fidgety age predicted general developmental delay at 18 months (71 % sensitivity, 90 % specificity), but predicted specific developmental delay less robustly. DA GM-complexity at writhing age did not predict developmental delay, nor did it improve prediction based on DA GM-complexity at fidgety age. CONCLUSIONS: In infants with CCHD and fidgety movements, DA GM-complexity at fidgety age predicted general developmental delay.


Assuntos
Paralisia Cerebral , Cardiopatias Congênitas , Lactente , Masculino , Feminino , Recém-Nascido , Humanos , Recém-Nascido Prematuro , Paralisia Cerebral/diagnóstico , Estudos Prospectivos , Movimento , Cardiopatias Congênitas/diagnóstico , Cardiopatias Congênitas/cirurgia
8.
Acta Paediatr ; 113(2): 353-361, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38009533

RESUMO

AIM: We investigated the reliability and validity of the Danish child and parent versions of the Gait Outcomes Assessment List (GOAL) questionnaires for ambulatory children with cerebral palsy (CP). METHODS: Translation and cultural adaptations were performed and content validity evaluated. Participants were enrolled between 2016 and 2018 from Aarhus University Hospital, Denmark. Children and parents completed the GOAL questionnaires twice for test-retest reliability. Discriminative validity was evaluated by comparing the child and parent GOAL scores between children with Gross Motor Function Classification System (GMFCS) levels I and II. The concurrent validity of the GOAL questionnaires were investigated by comparing them with Challenge-20, which assesses motor skills in children with CP. RESULTS: We studied 59 children (57% boys) with CP and GMFCS I-II at a mean age of 10.6 years. Test-retest intra-class correlations were excellent for the children (0.91, 95% confidence interval (CI) 0.83-0.96) and good for the parents (0.83, 95% CI 0.67-0.91). GOAL scores decreased with increasing GMFCS (p < 0.05). Both versions correlated well. The mean children's scores were significantly (6.2/100) higher than the parents' (p < 0.001). The GOAL scores correlated positively with Challenge-20. CONCLUSION: The Danish GOAL child and parent questionnaires demonstrated good reliability and content and discriminative and concurrent validity.


Assuntos
Paralisia Cerebral , Criança , Masculino , Humanos , Feminino , Paralisia Cerebral/diagnóstico , Reprodutibilidade dos Testes , Marcha , Inquéritos e Questionários , Pais , Avaliação de Resultados em Cuidados de Saúde , Dinamarca
9.
Nat Commun ; 14(1): 8294, 2023 Dec 14.
Artigo em Inglês | MEDLINE | ID: mdl-38097602

RESUMO

The Prechtl General Movements Assessment (GMA) is increasingly recognized for its role in evaluating the integrity of the developing nervous system and predicting motor dysfunctions, particularly in conditions such as cerebral palsy (CP). However, the necessity for highly trained professionals has hindered the adoption of GMA as an early screening tool in some countries. In this study, we propose a deep learning-based motor assessment model (MAM) that combines infant videos and basic characteristics, with the aim of automating GMA at the fidgety movements (FMs) stage. MAM demonstrates strong performance, achieving an Area Under the Curve (AUC) of 0.967 during external validation. Importantly, it adheres closely to the principles of GMA and exhibits robust interpretability, as it can accurately identify FMs within videos, showing substantial agreement with expert assessments. Leveraging the predicted FMs frequency, a quantitative GMA method is introduced, which achieves an AUC of 0.956 and enhances the diagnostic accuracy of GMA beginners by 11.0%. The development of MAM holds the potential to significantly streamline early CP screening and revolutionize the field of video-based quantitative medical diagnostics.


Assuntos
Paralisia Cerebral , Aprendizado Profundo , Lactente , Humanos , Paralisia Cerebral/diagnóstico , Sensibilidade e Especificidade , Movimento/fisiologia
10.
Ital J Pediatr ; 49(1): 165, 2023 Dec 20.
Artigo em Inglês | MEDLINE | ID: mdl-38124131

RESUMO

BACKGROUND: Researchers have attempted to automate the spontaneous movement assessment and have sought quantitative and objective methods over the past decade. The purpose of the study was to present a quantitative assessment method of spontaneous movement using center-of-pressure (COP) movement analysis. METHODS: A total of 101 infants were included in the study. The infants were placed in the supine position on the force plate with the cranial-caudal orientation. In this position, the recording of video and COP movement data were made simultaneously for 3 min. Video recordings were used to observe global and detailed general movement assessment (GMA), and COP time series data were used to obtain quantitative movement parameters. RESULTS: According to the global GMA, 13 infants displayed absent fidgety movements (FMs) and 88 infants displayed normal FMs. The binary logistic regression model indicated significant association between global GMA and COP movement parameters (chi-square = 20.817, p < 0.001). The sensitivity, specificity, and overall accuracy of this model were 85% (95% CI: 55-98), 83% (95% CI: 73-90), and 83% (95% CI: 74-90), respectively. The multiple linear regression model showed a significant association between detailed GMA (motor optimality score-revised/MOS-R) and COP movement parameters (F = 10.349, p < 0.001). The MOS-R total score was predicted with a standard error of approximately 1.8 points (6%). CONCLUSIONS: The present study demonstrated the possible avenues for using COP movement analysis to objectively detect the absent FMs and MOS-R total score in clinical settings. Although the method presented in this study requires further validation, it may complement observational GMA and be clinically useful for infant screening purposes, particularly in clinical settings where access to expertise in observational GMA is not available.


Assuntos
Paralisia Cerebral , Movimento , Lactente , Humanos , Gravação em Vídeo , Fatores de Tempo , Paralisia Cerebral/diagnóstico
11.
BMC Med Educ ; 23(1): 668, 2023 Sep 14.
Artigo em Inglês | MEDLINE | ID: mdl-37710200

RESUMO

BACKGROUND: Physician decision-making skills training is a priority to improve adoption of the cerebral palsy (CP) clinical guideline and, through this, lower the age of CP diagnosis. Clinical guideline implementation aims to improve physician practice, but evaluating meaningful change is complex. Limitations in the validity evidence of evaluation instruments impact the evidence base. Validity frameworks, such as Kane's, enable a targeted process to gather evidence for instrument scores, congruent to context and purpose. Yet, application of argument-based methodology to implementation validation is rare. Key-features examination methodology has established validity evidence supporting its use to measure decision-making skills, with potential to predict performance. We aimed to apply Kane's framework to evaluate a pilot key-features examination on physician decision-making in early CP diagnosis. METHODS: Following Kane's framework, we evaluated evidence across inferences of scoring, generalisation, extrapolation and implications in a study design describing the development and pilot of a CP diagnosis key-features examination for practising physicians. If found to be valid, we proposed to use the key-feature scores as an outcome measure of decision-making post education intervention to expedite CP diagnosis and to correlate with real-world performance data to predict physician practice. RESULTS: Supporting evidence for acceptance of scoring inferences was achieved through examination development with an expert group (n = 10) and pilot results (n = 10): (1) high internal consistency (0.82); (2) acceptable mean item-discrimination (0.34); and (3) acceptable reliability of examination scorers (95.2% congruence). Decreased physician acceptance of examination time (70%) was identified as a threat and prioritised in case reduction processes. Partial acceptance of generalisation, extrapolation and implications inferences were defensible with: (1) accumulated development evidence following established key-features methodology; (2) high pilot acceptance for authenticity (90%); and (3) plausibility of assumptions of score correlation with population register data. CONCLUSIONS: Kane's approach is beneficial for prioritising sources of validity evidence alongside the iterative development of a key-features examination in the CP field. The validity argument supports scoring assumptions and use of scores as an outcome measure of physician decision-making for CP guideline education implementation interventions. Scoring evidence provides the foundation to direct future studies exploring association of key-feature scores with real-world performance.


Assuntos
Paralisia Cerebral , Médicos , Humanos , Paralisia Cerebral/diagnóstico , Reprodutibilidade dos Testes , Tomada de Decisão Clínica , Escolaridade
12.
Arch. argent. pediatr ; 121(3): e202202764, jun. 2023. tab
Artigo em Inglês, Espanhol | LILACS, BINACIS | ID: biblio-1435920

RESUMO

La identificación temprana de la parálisis cerebral es aún en la actualidad un gran desafío para el sistema de salud en el mundo. Hubo grandes avances de la neonatología en disminuir la mortalidad, pero no así la morbimortalidad; la parálisis cerebral continúa siendo la secuela más común de todos los trastornos del desarrollo, especialmente entre quienes nacen prematuramente. La posibilidad de realizar detección precoz antes de los 5 meses de edad conlleva múltiples beneficios para el niño y su familia, ya que permite su incorporación muy temprana a tratamiento. En este trabajo describimos una herramienta con gran sensibilidad y especificidad conocida como evaluación de los movimientos generales de Prechtl y su posible complementación con aplicaciones tecnológicas para la detección temprana.


At present, the early identification of cerebral palsy still poses a major challenge for the health system worldwide. Great advances have been made in neonatology in reducing mortality, but not morbimortality. Cerebral palsy remains the most common sequela of all developmental disorders, especially among those born prematurely. The possibility of early detection before 5 months of age has many benefits for the child and their family, since it allows very early initiation of treatment. In this study, we describe a highly sensitive and specific tool known as Prechtl's assessment of general movements and its potential complementation with technological apps for early detection.


Assuntos
Humanos , Recém-Nascido , Paralisia Cerebral/diagnóstico , Neonatologia , Recém-Nascido Prematuro , Movimento
13.
BMC Pediatr ; 23(1): 165, 2023 04 11.
Artigo em Inglês | MEDLINE | ID: mdl-37038163

RESUMO

BACKGROUND: The purpose of this study was to translate, cross-culturally adapt and validate the Gillette Functional Assessment Questionnaire (FAQ) into Brazilian Portuguese. METHODS: The translation and cross-cultural adaptation was carried out in accordance with international recommendations. The FAQ was applied to a sample of 102 patients diagnosed with cerebral palsy (CP). Construct validity was assessed using Spearman's correlation coefficient (rho), and the FAQ score was correlated with the Functional Mobility Scale (FMS) and Gross Motor Function Classification Scale (GMFCS). A subsample of 50 patients was used to assess reliability using intraclass correlation coefficient (ICC), standard error of measurement (SEM) and minimum detectable difference (MDD). Ceiling and floor effects were also evaluated. RESULTS: The Brazilian version of the FAQ showed excellent test-retest reliability by the assessment of the physiotherapist (ICC = 0.99) and respondent (ICC = 0.97), as well as excellent inter-examiner reliability (ICC = 0.94). The SEM was 0.23 (physiotherapist), 0.47 (respondent) and 0.64 (inter-examiner), while the MDD was 0.64 (physiotherapist), 1.29 (respondent) and 1.76 (inter-examiner). The classification of gross motor function showed a high correlation with the FAQ applied by the physiotherapist (rho = -0.89) and by the respondent (rho = -0.87). The FMS-5 m was highly correlated with the FAQ applied by the physiotherapist and the respondent (rho = 0.88 and rho = 0.87, respectively). The FMS-50 and FMS-500 presented very high correlation with the FAQ applied by the physiotherapist (rho = 0.91 for both) and high correlation with the FAQ applied by the respondent (rho = 0.89 and rho = 0.88, respectively). The Brazilian version of the FAQ did not present the ceiling and floor effects. CONCLUSION: The FAQ presented adequate psychometric properties in patients with CP, indicating that it is possible to use it as a measure of functional gait mobility in Brazil.


Assuntos
Paralisia Cerebral , Comparação Transcultural , Humanos , Brasil , Paralisia Cerebral/diagnóstico , Reprodutibilidade dos Testes , Inquéritos e Questionários , Psicometria
14.
Artigo em Inglês | MEDLINE | ID: mdl-37028311

RESUMO

OBJECTIVE: Early diagnosis of infant cerebral palsy (CP) is very important for infant health. In this paper, we present a novel training-free method to quantify infant spontaneous movements for predicting CP. METHODS: Unlike other classification methods, our method turns the assessment into a clustering task. First, the joints of the infant are extracted by the current pose estimation algorithm, and the skeleton sequence is segmented into multiple clips through a sliding window. Then we cluster the clips and quantify infant CP by the number of cluster classes. RESULTS: The proposed method was tested on two datasets, and achieved state-of-the-arts (SOTAs) on both datasets using the same parameters. What's more, our method is interpretable with visualized results. CONCLUSION: The proposed method can quantify abnormal brain development in infants effectively and be used in different datasets without training. SIGNIFICANCE: Limited by small samples, we propose a training-free method for quantifying infant spontaneous movements. Unlike other binary classification methods, our work not only enables continuous quantification of infant brain development, but also provides interpretable conclusions by visualizing the results. The proposed spontaneous movement assessment method significantly advances SOTAs in automatically measuring infant health.


Assuntos
Paralisia Cerebral , Lactente , Humanos , Paralisia Cerebral/diagnóstico , Movimento , Algoritmos , Encéfalo
15.
Arq Neuropsiquiatr ; 81(1): 47-54, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36918007

RESUMO

BACKGROUND: Reliable instruments that lead to early diagnosis for CP are extremely important so that these children are referred for early stimulation, benefiting their development. OBJECTIVE: To perform a cross-cultural adaptation and reliability assessment of a Brazilian version of the Hammersmith Neonatal Neurological Examination (HNNE), expanded and summarized. METHODS: A methodological, cross-sectional, nonexperimental quantitative analysis was conducted in two phases as follows: cultural adaptation of the HNNE, expanded and summarized, and reliability assessment of the Brazilian version of the HNNE. Phase one was developed in five stages (initial translation, synthesis of the translation, a committee of experts, backtranslation, and submission to the author), with the semantic questions, content, and face validity being evaluated. Phase two included 143 newborns and we analyzed the internal consistency, stability, and equivalence (intra- and interexaminer) of the instrument. Internal consistency was calculated using Cronbach's alpha, and intra- and interexaminer reliability and reproducibility assessed through test-retest were calculated using the intraclass correlation coefficient RESULTS: Although internal consistency, assessed using Cronbach's alpha, showed unsatisfactory results, the results of inter-and intraexaminer equivalence showed a high agreement between the evaluations in all domains. The test-retest also showed excellent agreement between the domains. CONCLUSIONS: The Brazilian HNNE expanded and summarized versions can be considered to be adapted and reliable for the neurological assessment of Brazilian newborns to identify changes in neurological development and early referral to the stimulation or early rehabilitation units and as a promising option to be used in the context of primary care in Brazil.


ANTECEDENTES: As avaliações neurológicas que levam ao diagnóstico precoce permitem o acesso oportuno à intervenção em um período em que os maiores ganhos são possíveis devido à neuroplasticidade. OBJETIVOS: Realizar a adaptação transcultural e avaliação da confiabilidade da versão brasileira do Hammersmith Neonatal Neurological Examination (HNNE), ampliada e resumida. MéTODOS: Foi realizada análise quantitativa metodológica, transversal e não experimental em duas fases: adaptação cultural do HNNE, ampliada e resumida, e avaliação da confiabilidade da versão brasileira do HNNE. A primeira fase foi desenvolvida em cinco etapas (tradução inicial, síntese da tradução, comitê de especialistas, retrotradução e submissão ao autor), sendo avaliadas as questões semânticas, conteúdo e validade de face. A fase dois incluiu 143 recém-nascidos e foram analisadas a consistência interna, estabilidade e equivalência (intra e interexaminador) do instrumento. A consistência interna foi calculada pelo alfa de Cronbach, e a confiabilidade e reprodutibilidade intra e interexaminadores avaliadas por meio do teste-reteste foram calculadas pelo coeficiente de correlação intraclasse. RESULTADOS: Embora a consistência interna, avaliada pelo alfa de Cronbach, tenha apresentado resultados insatisfatórios, os resultados da equivalência inter e intraexaminadores mostraram alta concordância entre as avaliações em todos os domínios. O teste-reteste também apresentou excelente concordância entre os domínios. CONCLUSõES: As versões brasileiras ampliadas e resumidas do HNNE podem ser consideradas adaptadas e confiáveis para avaliação neurológica de recém-nascidos brasileiros por identificar alterações no desenvolvimento neurológico e encaminhamento precoce para unidades de estimulação ou reabilitação precoce e como uma opção promissora para uso no contexto da atenção básica no Brasil.


Assuntos
Paralisia Cerebral , Recém-Nascido , Criança , Humanos , Brasil , Reprodutibilidade dos Testes , Paralisia Cerebral/diagnóstico , Estudos Transversais , Comparação Transcultural , Traduções , Inquéritos e Questionários , Psicometria/métodos
16.
BMC Musculoskelet Disord ; 24(1): 111, 2023 Feb 09.
Artigo em Inglês | MEDLINE | ID: mdl-36759806

RESUMO

BACKGROUND: Compared to typically developing children, children with cerebral palsy (CP) have increased energy expenditure during walking, limiting activity and participation. Insight into whether the also deviating and more asymmetric gait with increased muscle co-activation contributes to this increased energy expenditure is important for clinical decision making. The aim of this study was to investigate the relation between energy cost of walking with gait deviation, asymmetry, and muscle co-activation in children with CP. METHODS: Forty ambulant children with CP, with Gross Motor Function Classification System (GMFCS) level I (N = 35) and II (N = 5), aged between 5-17y, were tested at one or two occasions with 24 weeks in between, resulting in 71 observations. Gross energy cost (J/kg/m) was measured during a 5-min walk test at self-selected speed. From a 3-dimensional gait analyses, kinematic variables and electromyography were extracted to calculate the gait deviation index (GDI) and co-activation index. The relation between energy cost and GDI, GDI asymmetry, and co-activation index of the lower limb muscles was evaluated through mixed model analyses. Height was included to control for growth-related variation. RESULTS: Gait deviation and height combined explained about 40% of the variance in gross energy cost. No significant contribution was found for gait asymmetry or co-activation index. CONCLUSIONS: This cross-sectional study indicates that increased gait deviation contributes to increased energy cost of walking in children with GMFCS level I and II.


Assuntos
Paralisia Cerebral , Humanos , Criança , Lactente , Estudos Retrospectivos , Estudos Transversais , Paralisia Cerebral/complicações , Paralisia Cerebral/diagnóstico , Caminhada/fisiologia , Marcha/fisiologia , Extremidade Inferior , Músculos
17.
Arch Argent Pediatr ; 121(3): e202202764, 2023 06 01.
Artigo em Inglês, Espanhol | MEDLINE | ID: mdl-36625684

RESUMO

At present, the early identification of cerebral palsy still poses a major challenge for the health system worldwide. Great advances have been made in neonatology in reducing mortality, but not morbimortality. Cerebral palsy remains the most common sequela of all developmental disorders, especially among those born prematurely. The possibility of early detection before 5 months of age has many benefits for the child and their family, since it allows very early initiation of treatment. In this study, we describe a highly sensitive and specific tool known as Prechtl's assessment of general movements and its potential complementation with technological apps for early detection.


La identificación temprana de la parálisis cerebral es aún en la actualidad un gran desafío para el sistema de salud en el mundo. Hubo grandes avances de la neonatología en disminuir la mortalidad, pero no así la morbimortalidad; la parálisis cerebral continúa siendo la secuela más común de todos los trastornos del desarrollo, especialmente entre quienes nacen prematuramente. La posibilidad de realizar detección precoz antes de los 5 meses de edad conlleva múltiples beneficios para el niño y su familia, ya que permite su incorporación muy temprana a tratamiento. En este trabajo describimos una herramienta con gran sensibilidad y especificidad conocida como evaluación de los movimientos generales de Prechtl y su posible complementación con aplicaciones tecnológicas para la detección temprana.


Assuntos
Paralisia Cerebral , Neonatologia , Lactente , Criança , Recém-Nascido , Humanos , Recém-Nascido Prematuro , Paralisia Cerebral/diagnóstico , Movimento
19.
Phys Occup Ther Pediatr ; 43(1): 1-13, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36097697

RESUMO

OBJECTIVE: Dyskinesia in cerebral palsy (CP) is a complex movement disorder that can significantly impact upper limb function. Despite a range of available tools, there is no consensus on best practice assessment of upper limb function in children with CP and dyskinesia. This study aimed to develop a clinical framework for the assessment of the impact of dyskinesia on upper limb function in children with CP. DESIGN: Modified Delphi study using expert consensus. METHODS: An expert panel of six highly experienced Australian therapists ranked assessment tools sourced from existing evidence-based literature using a five-point Likert scale. Tools rated as important for use "most" or "all" of the time, by 80% of respondents were accepted into the framework following two survey rounds and a third stage discussion. RESULTS: Of 21 tools, 12 were included in the framework under five categories: (i) screening for dyskinesia; (ii) measuring the severity of dyskinesia; (iii) Classifying upper limb functional ability; (iv) measuring upper limb functional ability; and (v) measuring upper limb movement. CONCLUSIONS: The framework for assessing the impact of dyskinesia on upper limb function in CP aims to guide clinicians to improve assessment consistency and facilitate individualized goal-directed management. Further studies with a larger number of expert clinicians and researchers will further strengthen the utility of the framework.


Assuntos
Paralisia Cerebral , Discinesias , Criança , Humanos , Paralisia Cerebral/diagnóstico , Austrália , Discinesias/diagnóstico , Extremidade Superior
20.
Clin Rehabil ; 37(1): 119-131, 2023 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-36039504

RESUMO

OBJECTIVE: Rehabilitation may mitigate the high mortality rates and health declines post-fracture for adults with cerebral palsy, but this is understudied. The objectives were to characterize the post-fracture rehabilitation pathways and identify their association with 1-year survival among adults with cerebral palsy. METHODS: A retrospective cohort study of adults with cerebral palsy with a fragility fracture with continuous health plan enrollment ≥1-year prior to and ≥1 day after their fracture date was performed using a random 20% Medicare fee-for-service dataset. Participants were categorized as a home discharge or inpatient rehabilitation admission post-fracture. For the home discharge cohort, weekly exposure to outpatient physical/occupational therapy (PT/OT) was examined up to 6-month post-fracture. Cox regression examined the association between time-varying PT/OTuse within 6-month post-fracture and mortality from 30 days to 1-year post-fracture before and after adjusting for confounders (e.g. medical complexity). RESULTS: Of 3598 adults with cerebral palsy with an incident fragility fracture, 74% were discharged home without inpatient rehabilitation; they were younger, but more medically complex compared to the 26% admitted to inpatient rehabilitation. Among the home discharge cohort (n = 2662), 43.1% initiated PT/OTwithin 6-month post-fracture, and cumulative PT/OTexposure post-fracture was associated with improved survival; for example, per 3 weeks of PT/OTexposure, the adjusted mortality rate was 40% lower (95% confidence interval (CI) = 0.41-0.89). CONCLUSIONS: Most adults with cerebral palsy with a fragility fracture were discharged home rather than to inpatient rehabilitation, and only 43.1% of that group initiated outpatient PT/OTwithin 6 months post-fracture. Receiving outpatient PT/OTwas associated with improved 1-year survival.


Assuntos
Paralisia Cerebral , Fraturas Ósseas , Idoso , Adulto , Humanos , Estados Unidos , Medicare , Estudos Retrospectivos , Paralisia Cerebral/diagnóstico , Planos de Pagamento por Serviço Prestado , Alta do Paciente
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