Automated movement recognition to predict motor impairment in high-risk infants: a systematic review of diagnostic test accuracy and meta-analysis.

Abstract:

AIM:To assess the sensitivity and specificity of automated movement recognition in predicting motor impairment in high-risk infants. METHOD:We searched MEDLINE, Embase, PsycINFO, CINAHL, Web of Science, and Scopus databases and identified additional studies from the references of relevant studies. We included studies that evaluated automated movement recognition in high-risk infants to predict motor impairment, including cerebral palsy (CP) and non-CP motor impairments. Two authors independently assessed studies for inclusion, extracted data, and assessed methodological quality using the Quality Assessment of Diagnostic Accuracy Studies-2. Meta-analyses were performed using hierarchical summary receiver operating characteristic models. RESULTS:Of 6536 articles, 13 articles assessing 59 movement variables in 1248 infants under 5 months corrected age were included. Of these, 143 infants had CP. The overall sensitivity and specificity for motor impairment were 0.73 (95% confidence interval [CI] 0.68-0.77) and 0.70 (95% CI 0.65-0.75) respectively. Comparatively, clinical General Movements Assessment (GMA) was found to have sensitivity and specificity of 98% (95% CI 74-100) and 91% (95% CI 83-93) respectively. Sensor-based technologies had higher specificity (0.88, 95% CI 0.80-0.93). INTERPRETATION:Automated movement recognition technology remains inferior to clinical GMA. The strength of this study is its meta-analysis to summarize performance, although generalizability of these results is limited by study heterogeneity.

journal_name

Dev Med Child Neurol

authors

Raghuram K,Orlandi S,Church P,Chau T,Uleryk E,Pechlivanoglou P,Shah V

doi

10.1111/dmcn.14800

subject

Has Abstract

pub_date

2021-01-09 00:00:00

eissn

0012-1622

issn

1469-8749

pub_type

杂志文章,评审
  • Children with preschool minor neurodevelopmental disorders. IV: Behaviour and school achievement at age 13.

    abstract::A cohort of children with deficits in attention, motor control and perception at seven years, drawn from a total population sample of such children in Göteborg, Sweden, was compared at 13 years with a group of normal children with regard to behaviour and school achievement. The index group showed persisting high rates...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.1989.tb08406.x

    authors: Gillberg IC,Gillberg C

    更新日期:1989-02-01 00:00:00

  • The prediction of long-term functional outcomes of children with cerebral palsy.

    abstract::Current information was obtained from 117 respondents, including 71 who completed interviews, of a population of 810 individuals who had been diagnosed with cerebral palsy between 1951 and 1974. Original chart reviews constituted the basis for predicting employment capabilities of the interviewed cohort. A comparison ...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.1995.tb11954.x

    authors: O'Grady RS,Crain LS,Kohn J

    更新日期:1995-11-01 00:00:00

  • Relation between neurodevelopmental status of very preterm infants at one and eight years.

    abstract::The relation between neurodevelopmental status at one and eight years of age was investigated in a cohort of 207 infants born between 1979 and 1982 at < 33 weeks of gestation. The probability of a major disabling impairment at eight years was only 1 per cent among 164 children with normal neurodevelopment at one year,...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.1994.tb11808.x

    authors: Roth SC,Baudin J,Pezzani-Goldsmith M,Townsend J,Reynolds EO,Stewart AL

    更新日期:1994-12-01 00:00:00

  • Training the anxious brain: using fMRI-based neurofeedback to change brain activity in adolescence.

    abstract::Anxiety disorders are a leading cause of morbidity and entail a lot of costs. Adolescence is characterized by social fears and poor emotion regulation abilities which together increase the likelihood of the emergence of anxiety disorders. This emotion dysregulation is potentially caused by the emotion regulating brain...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章,评审

    doi:10.1111/dmcn.14611

    authors: Lipp A,Cohen Kadosh K

    更新日期:2020-11-01 00:00:00

  • Efficacy of soft splints in reducing severe knee-flexion contractures.

    abstract::This study evaluated the effectiveness of soft splints made from polyurethane foam in reducing severe knee-flexion contractures of patients with cerebral palsy. The splints were applied nightly over a period of 10 months. Knee-flexion contractures were reduced by an average of 24 degrees in all patients. Younger patie...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.1988.tb04777.x

    authors: Anderson JP,Snow B,Dorey FJ,Kabo JM

    更新日期:1988-08-01 00:00:00

  • Peripheral neuropathy in Leigh's encephalomyelopathy.

    abstract::An infant with subacute necrotising encephalopathy is described, in whom slow motornerve conduction velocities suggested the presence of peripheral neuropathy. Peripheral nerves are not invariably involved in patients with this disease, but as they are involved in thiamine-deficiency states it is conjectured that the ...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.1975.tb03529.x

    authors: Moosa A

    更新日期:1975-10-01 00:00:00

  • Neuropsychological disorders related to interictal epileptic discharges during sleep in benign epilepsy of childhood with centrotemporal or Rolandic spikes.

    abstract::Nine children (five males, four females; age range 6 years 1 month to 11 years 1 month) affected by benign epilepsy of childhood with centrotemporal or Rolandic spikes (BECRS) with EEG evidence of marked activation of interictal epileptic discharges (IEDs) during sleep, and nine unaffected control children matched for...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1017/s0012162201000755

    authors: Baglietto MG,Battaglia FM,Nobili L,Tortorelli S,De Negri E,Calevo MG,Veneselli E,De Negri M

    更新日期:2001-06-01 00:00:00

  • Gillette Functional Assessment Questionnaire 22-item skill set: factor and Rasch analyses.

    abstract:AIM:To determine dimensionality and item-level properties of the Gillette Functional Assessment Questionnaire (FAQ) 22-item skill set using factor and Rasch analyses. METHOD:A retrospective review of parent-reported FAQ 22-item skill set data was conducted of 485 individuals (273 males, 212 females; mean age 9 y 10 mo...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.2010.03832.x

    authors: Gorton GE 3rd,Stout JL,Bagley AM,Bevans K,Novacheck TF,Tucker CA

    更新日期:2011-03-01 00:00:00

  • Recovery of visual functions after early acquired occipital damage.

    abstract::Plasticity of visual systems after early brain damage has been extensively studied in animal models but poorly documented in children after visual pathway lesions. This report describes the visual recovery of a male child who had a bilateral occipital lobe infarction at the age of 2 years 6 months, 10 days after colon...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.2008.02044.x

    authors: Bova SM,Giovenzana A,Signorini S,La Piana R,Uggetti C,Bianchi PE,Fazzi E

    更新日期:2008-04-01 00:00:00

  • Mild developmental delay due to ring chromosome 19 mosaicism.

    abstract::Children with mild developmental delay without dysmorphic features do not often have identifiable underlying aetiological factors. We report on a 5-year-old girl with mild developmental delay and dysmorphic features which were previously unrecognized. She was found to have supernumerary ring chromosome 19 mosaicism wh...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1017/s0012162299000092

    authors: Vaz I,Larkins SA,Norman A,Green SH

    更新日期:1999-01-01 00:00:00

  • Intellectual and physical outcome of children undernourished in early life is influenced by later environmental conditions.

    abstract::Thirty-five schoolchildren who share a common history of early undernutrition and who were reared after recovery by adoptive families (16), in institutional care (eight) or by their biological families (11) were assessed for physical and intellectual outcome. The adopted children had mean normal weight and height for ...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.1992.tb11492.x

    authors: Colombo M,de la Parra A,López I

    更新日期:1992-07-01 00:00:00

  • Acute dystonic reaction to bethanechol--a direct acetylcholine receptor agonist.

    abstract::Bethanechol is a direct agonist of the acetylcholine receptor that was recently introduced in the therapy of gastro-oesophageal reflux. Acute dystonic reactions to bethanechol were observed in a 10-month-old infant who also demonstrated similar dystonic reactions to dopamine receptor blocking agents of two different c...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.1986.tb03909.x

    authors: Shafrir Y,Levy Y,Beharab A,Nitzam M,Steinherz R

    更新日期:1986-10-01 00:00:00

  • A systematic review of the effects of casting on equinus in children with cerebral palsy: an evidence report of the AACPDM.

    abstract::This systematic review examines the effects of casting, either alone or in combination with botulinum toxin type A (BTX-A), on equinus in children with cerebral palsy (CP). Comparisons are made between casting alone and no treatment, between casting alone and BTX-A alone, between combined casting and BTX-A and each tr...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章,评审

    doi:10.1111/j.1469-8749.2007.00781.x

    authors: Blackmore AM,Boettcher-Hunt E,Jordan M,Chan MD

    更新日期:2007-10-01 00:00:00

  • The Quality Function Measure: reliability and discriminant validity of a new measure of quality of gross motor movement in ambulatory children with cerebral palsy.

    abstract:AIM:Optimizing movement quality is a common rehabilitation goal for children with cerebral palsy (CP). The new Quality Function Measure (QFM)--a revision of the Gross Motor Performance Measure (GMPM)--evaluates five attributes: Alignment, Co-ordination, Dissociated movement, Stability, and Weight-shift, for the Gross M...

    journal_title:Developmental medicine and child neurology

    pub_type: 临床试验,杂志文章,多中心研究

    doi:10.1111/dmcn.12453

    authors: Wright FV,Rosenbaum P,Fehlings D,Mesterman R,Breuer U,Kim M

    更新日期:2014-08-01 00:00:00

  • Hemimegalencephaly in an adult with normal intellectual function and mild epilepsy.

    abstract::Hemimegalencephaly is a rare congenital brain malformation, usually associated with mental retardation, * refractory epilepsy, and progressive neurological deficits. We report the case of a 19-year-old female with de novo diagnosis of right hemimegalencephaly, normal intellectual function, and history of non-refractor...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.2011.04136.x

    authors: Beaulieu-Boire I,Lortie A,Bissonnette J,Prevost S,Bergeron D,Bocti C

    更新日期:2012-03-01 00:00:00

  • Applying Dutch and US versions of the BSID-II in Dutch children born preterm leads to different outcomes.

    abstract::The aim of the present study was to evaluate whether the application of Dutch versus US test procedures and norms of the Bayley Scales of Infant Development - 2nd edition (BSID-II) leads to different developmental outcomes. The BSID-II was administered to 376 preterm infants (191 males, 185 females; mean gestational a...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.2008.02067.x

    authors: Westera JJ,Houtzager BA,Overdiek B,van Wassenaer AG

    更新日期:2008-06-01 00:00:00

  • Morbidity and medication in a large population of individuals with Down syndrome compared to the general population.

    abstract:AIM:The aim of this study was to describe the incidence of morbidities and the prevalence of medical prescriptions in a large Down syndrome population. METHOD:A retrospective cohort study was carried out using the UK Clinical Practice Research Datalink from 1 January 2004 to 31 December 2013. We matched individuals wi...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/dmcn.12868

    authors: Alexander M,Petri H,Ding Y,Wandel C,Khwaja O,Foskett N

    更新日期:2016-03-01 00:00:00

  • Psychosocial and cultural factors associated with the management of spina bifida cystica in Nigeria.

    abstract::A prospective study of the psychosocial and cultural factors influencing the management of spina bifida cystica was carried out on Nigerian children (48 males, 28 females) seen at the University College Hospital, Ibadan, between January 1982 and December 1983. The parents of 74 of the 76 children had never heard of th...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.1985.tb04574.x

    authors: Oyewole A,Adeloye A,Adeyokunnu AA

    更新日期:1985-08-01 00:00:00

  • Acquired conduction aphasia in a child.

    abstract::An 11-year old girl is described who acquired conduction aphasia after head trauma. Detailed study of her repetition defect showed that it was because of impaired short-term verbal memory. CT scan showed two hypodense areas in the left hemisphere, which included the supramarginal gyrus and Wernicke's area. This case i...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.1987.tb02514.x

    authors: Martins IP,Ferro JM

    更新日期:1987-08-01 00:00:00

  • GLUT1 deficiency syndrome--2007 update.

    abstract::GLUT1 deficiency syndrome (GLUT1DS, OMIM 606777) is a treatable epileptic encephalopathy resulting from impaired glucose transport into the brain. The essential biochemical finding is a low glucose concentration in the cerebrospinal fluid (CSF; hypoglycorrhachia; mean 1.7 [SD 0.3mmol/L]) in the setting of normoglycaem...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章,评审

    doi:10.1111/j.1469-8749.2007.00707.x

    authors: Klepper J,Leiendecker B

    更新日期:2007-09-01 00:00:00

  • Short-latency somatosensory evoked potentials in infantile autism: evidence of hyperactivity in the right primary somatosensory area.

    abstract::Children with infantile autism sometimes show hyperesthesia or hypoesthesia to touch, pain, and/or temperature. To clarify the pathophysiology, we examined short-latency somatosensory evoked potentials (S-SEPs), elicited by median nerve stimulation, in 24 children with infantile autism (17 males, seven females; age ra...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1017/s0012162207000059.x

    authors: Miyazaki M,Fujii E,Saijo T,Mori K,Hashimoto T,Kagami S,Kuroda Y

    更新日期:2007-01-01 00:00:00

  • Postural sway and gait of children with convergent strabismus.

    abstract::Postural sway and gait of 35 children with convergent strabismus were tested and compared with those of a control group. They were found to have a short stride-length and single-limb support time in walking, particularly at slow speeds. The girls had a large postural sway, but not the boys. The results suggest a commo...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.1984.tb04477.x

    authors: Odenrick P,Sandstedt P,Lennerstrand G

    更新日期:1984-08-01 00:00:00

  • Cutaneomuscular reflexes recorded from the first dorsal interosseous muscle of children with cerebral palsy.

    abstract::Cutaneomuscular reflexes were recorded from the first dorsal interosseous muscles of 21 children with spastic cerebral palsy. The reflex responses in children with cerebral palsy were consistent with dysfunction of the pyramidal system, but differed from those seen in adults with central nervous lesions. This provides...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.1991.tb14919.x

    authors: Evans AL,Harrison LM,Stephens JA

    更新日期:1991-06-01 00:00:00

  • Cerebral arteriovenous fistula in the Klippel-Trenaunay-Weber syndrome.

    abstract::A 12-week-old girl presented with cutaneous haemangiomata and hemihypertrophy of the chest and right upper extremity--stigmata of the Klippel-Trenaunay-Weber syndrome. Screening cranial CT-scan followed by cerebral angiogram revealed what is believed to be the first reported occurrence of a cerebral arteriovenous fist...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.1988.tb04757.x

    authors: Oyesiku NM,Gahm NH,Goldman RL

    更新日期:1988-04-01 00:00:00

  • Longitudinal assessment of bone growth and development in a facility-based population of young adults with cerebral palsy.

    abstract:AIM:Osteoporosis is a significant clinical problem in persons with moderate to severe cerebral palsy (CP), causing fractures with minimal trauma. Over the past decade, most studies examining osteoporosis and CP have been cross-sectional in nature, focused exclusively on children and adolescents and only involving one e...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/dmcn.12790

    authors: Grossberg R,Blackford MG,Kecskemethy HH,Henderson R,Reed MD

    更新日期:2015-11-01 00:00:00

  • Central nervous system defects in early human abortuses.

    abstract::Thirteen embryos with various central nervous system (cns) defects were examined macroscopically and by serial sectioning, and were compared with seven control embryos. All had been aborted spontaneously. Examples of anencephaly, anencephaly with spina bifida, spina bifida alone, encephalocele, iniencephaly and cyclop...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.1979.tb01624.x

    authors: Bell JE

    更新日期:1979-06-01 00:00:00

  • Wearable wrist activity monitor as an indicator of functional hand use in children with cerebral palsy.

    abstract:AIM:New tools that capture hand function in everyday activities and contexts are needed for assessing children with hemiplegic cerebral palsy. This study evaluates a wearable wrist monitor and tests the hypothesis that wrist extension frequency (FreqE) is an appropriate indicator of functional hand use. METHOD:Fifteen...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.2011.04078.x

    authors: Howcroft J,Fehlings D,Zabjek K,Fay L,Liang J,Biddiss E

    更新日期:2011-11-01 00:00:00

  • Rectus femoris release in selected patients with cerebral palsy: a preliminary report.

    abstract::Two theories concerning the effects of surgical release of the proximal origins of the rectus femoris in spastic patients are (1) that release reduces hip flexion contracture and lumbar lordosis and diminishes crouch, and (2) that release primarily enhances early swing-phase knee flexion. A series of eight patients wi...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.1975.tb04953.x

    authors: Sutherland DH,Larsen LJ,Mann R

    更新日期:1975-02-01 00:00:00

  • Is increased D2 receptor availability associated with response to stimulant medication in ADHD.

    abstract::The purpose of this study was to estimate striatal dopamine (D2) receptor availability in non-drug treated children with attention-deficit-hyperactivity disorder (ADHD) before and after methylphenidate therapy, and to examine correlations between severity of symptoms and response rates to stimulant medication with lev...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1017/s0012162201001384

    authors: Ilgin N,Senol S,Gucuyener K,Gokcora N,Sener S

    更新日期:2001-11-01 00:00:00

  • A study on carbamazepine levels, including estimation of 10-11 epoxy-carbamazepine and levels in free plasma and saliva.

    abstract::Blood and saliva were collected from 48 children, aged three to 17 years, before a morning dose of carbamazepine and then at three, six and eight hours afterward. There was no significant difference in the ratio of 10-11 epoxy-carbamazepine to total carbamazepine for children on carbamazepine alone (0.18) and those on...

    journal_title:Developmental medicine and child neurology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8749.1986.tb03922.x

    authors: Tomlin PI,McKinlay I,Smith I

    更新日期:1986-12-01 00:00:00