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Implementation of wavelet packet transform and non linear analysis for emotion classification in stroke patient using brain signals. Biomed Signal Process Control 2017. [DOI: 10.1016/j.bspc.2017.03.016] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Lai PT, Reilly JS. Language and affective facial expression in children with perinatal stroke. BRAIN AND LANGUAGE 2015; 147:85-95. [PMID: 26117314 PMCID: PMC4520827 DOI: 10.1016/j.bandl.2015.04.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2014] [Revised: 04/04/2015] [Accepted: 04/09/2015] [Indexed: 06/04/2023]
Abstract
Children with perinatal stroke (PS) provide a unique opportunity to understand developing brain-behavior relations. Previous research has noted distinctive differences in behavioral sequelae between children with PS and adults with acquired stroke: children fare better, presumably due to the plasticity of the developing brain for adaptive reorganization. Whereas we are beginning to understand language development, we know little about another communicative domain, emotional expression. The current study investigates the use and integration of language and facial expression during an interview. As anticipated, the language performance of the five and six year old PS group is comparable to their typically developing (TD) peers, however, their affective profiles are distinctive: those with right hemisphere injury are less expressive with respect to affective language and affective facial expression than either those with left hemisphere injury or TD group. The two distinctive profiles for language and emotional expression in these children suggest gradients of neuroplasticity in the developing brain.
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Affiliation(s)
- Philip T Lai
- San Diego State University, United States; University of California San Diego, United States.
| | - Judy S Reilly
- San Diego State University, United States; Université de Poitiers-CNRS, France.
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Goodman R, Yude C. Do Unilateral Lesions of the Developing Brain Have Side-specific Psychiatric Consequences in Childhood? Laterality 2010; 2:103-15. [PMID: 15513058 DOI: 10.1080/713754263] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
This study used a large epidemiological sample of children with lateralised brain lesions to establish whether damage to the developing human brain has side-specific psychiatric consequences. Parents and teachers completed behaviour questionnaires on 429 hemiplegic children and teenagers, with a subsample of 149 hemiplegic children also being assessed by parent and child interviews. Although childhood hemiplegia was accompanied by a high rate of psychopathology, children with right- and left-sided hemiplegias did not differ significantly on any dimensional or categorical measure of psychopathology. This absence of laterality effects, perhaps reflecting the developing brain's neuroplasticity, casts doubt on theories linking particular types of child or adult psychopathology to side-specific damage to the developing brain.
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Affiliation(s)
- R Goodman
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, De Crespigny Park, London SE5 8AF, UK
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Härtel C, Schilling S, Sperner J, Thyen U. The clinical outcomes of neonatal and childhood stroke: review of the literature and implications for future research. Eur J Neurol 2004; 11:431-8. [PMID: 15257679 DOI: 10.1111/j.1468-1331.2004.00861.x] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
A detailed assessment of clinical outcomes after ischemic stroke in childhood is necessary to evaluate prognostic factors. Previous studies are difficult to compare because of differences in test instruments, study design, heterogeneity of cohorts and number of included cases. Depending on neurodevelopmental assessment methods, major and subtle/minor disabilities, especially in infants, may not have been detected. Most outcome studies reveal only limited information about behavioral changes and quality of life in children with ischemic stroke. Thus the assumption that children make a better recovery from stroke than adults due to the immature brain's capacity to reorganize function is not evidence-based. We systematically review the current literature with regard to the neurological and psychosocial development of affected children as well as their quality of life. Implications for future research strategies follow the review to encourage further clinical study of the neurobehavioral trajectory of childhood stroke.
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Affiliation(s)
- C Härtel
- Department of Pediatrics, University of Lübeck Medical School, Lübeck, Germany.
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Chapman SB, Max JE, Gamino JF, McGlothlin JH, Cliff SN. Discourse plasticity in children after stroke: age at injury and lesion effects. Pediatr Neurol 2003; 29:34-41. [PMID: 13679119 DOI: 10.1016/s0887-8994(03)00012-2] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Studies of children with stroke indicate remarkable recovery of language after some initial delay. However, complex language abilities as measured by discourse (connected language) may be required to detect the full impact of stroke on subsequent cognitive-linguistic development. This study examined discourse ability in children with stroke as compared with orthopedic controls, age-at-injury, and lesion effects. Discourse between two groups of children was compared [stroke (n = 17) vs orthopedic control (n = 17)]. The stroke group was subdivided into early age at stroke (<1 year) and late age at stroke (>1 year). The discourse samples were analyzed along two dimensions: language and information structure. Results revealed that the stroke group performed at significantly lower levels than the orthopedic control group across discourse measures. The most important finding was a poorer outcome for early age at stroke as compared with later age at stroke. These findings alter the widespread belief of optimistic language outcomes after childhood stroke. Interestingly, no site or size-of-lesion effects, common to adult stroke, were identified. These findings identify poor long-term outcome with early brain insults at stages far removed from the onset of injury. The implication is that childhood stroke management should be revised to provide protracted follow-up and treatment.
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Affiliation(s)
- Sandra Bond Chapman
- Center for Brain Health, The University of Texas at Dallas, Texas 75235, USA
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Borod JC, Bloom RL, Brickman AM, Nakhutina L, Curko EA. Emotional processing deficits in individuals with unilateral brain damage. APPLIED NEUROPSYCHOLOGY 2003; 9:23-36. [PMID: 12173747 DOI: 10.1207/s15324826an0901_4] [Citation(s) in RCA: 109] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
This article presents a review of the neural mechanisms underlying emotional processing deficits (EPDs) in individuals with unilateral brain damage. First, key theoretical issues pertaining to the neuropsychology of emotion are presented. These include parameters of emotional processing, the componential approach, emotional domains, and hypotheses regarding hemispheric specialization for emotion. Second, the literature on hemispheric asymmetries for emotion is reviewed in terms of processing mode (perception and expression) and communication channel (facial, prosodic-intonational, and lexical-verbal). Studies involving normal adults and individuals with right- or left-sided brain damage are reviewed. Third, recent findings identifying the role of the right hemisphere in emotional processing are described. The article is concluded by aligning these new data with findings from the general literature, providing added support for the right-hemisphere emotion hypothesis.
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Affiliation(s)
- Joan C Borod
- Department of Neurology, Mount Sinai School of Medicine, New York, New York, USA [corrected].
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Kupferberg S, Morris MK, Bakeman R. Spontaneous facial expressivity in children with acquired brain injury. J Head Trauma Rehabil 2001; 16:573-86. [PMID: 11732972 DOI: 10.1097/00001199-200112000-00005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES To investigate spontaneous facial behavior during social interaction in children with acquired brain injury (ABI), and to explore possible links between ABI, facial expressivity, and caregiver-reported social competence. DESIGN Between-group comparisons using t tests, within-group comparisons using correlational analyses, correlational analyses of independent variables and outcome measures. PARTICIPANTS Sixteen school-aged children with ABI and 32 normally developing children of comparable age and gender. MAIN OUTCOME MEASURE Aspects of facial expressivity derived from coding scheme designed for this study. RESULTS Children with ABI were less expressive overall and tended to shift expressions less often than normally developing children. Several measures of expressivity were correlated with measures of social competence. CONCLUSIONS Brain injury inhibits production of some aspects of spontaneous facial expression. Results are suggestive of links between facial behavior and social skills.
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Affiliation(s)
- S Kupferberg
- Department of Psychology, Georgia State University, Atlanta, Georgia, USA
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Abstract
It has been well documented that the effects of early occurring brain injury are often attenuated relative to later occurring injury. The traditional neuropsychological account of these observations is that, although the developing neural system normally proceeds along a well-specified maturational course, it has a transient capacity for plastic reorganization that can be recruited in the wake of injury. This characterization of early neural plasticity is limited and fails to capture the much more pervasive role of plasticity in development. This article examines the role of neural plasticity in development and learning. Data from both animal and human studies show that plasticity plays a central role in the normal development of neural systems allowing for adaptation and response to both exogenous and endogenous input. The capacity for reorganization and change is a critical feature of neural development, particularly in the postnatal period. Subtractive processes play a major role in the shaping and sculpting of neural organization. However, plasticity is neither transient nor unique to developing organisms. With development, neural systems stabilize and optimal patterns of functioning are achieved. Stabilization reduces, but does not eliminate, the capacity of the system to adapt. As the system stabilizes, plasticity becomes a less prominent feature of neural functioning, but it is not absent from the adult system. The implications of this broader view of plasticity for our understanding of development following early brain damage are discussed.
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Affiliation(s)
- J Stiles
- Department of Cognitive Science 0515, University of California, San Diego, La Jolla, CA 92093-0515, USA.
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Borod JC, Rorie KD, Pick LH, Bloom RL, Andelman F, Campbell AL, Obler LK, Tweedy JR, Welkowitz J, Sliwinski M. Verbal pragmatics following unilateral stroke: emotional content and valence. Neuropsychology 2000; 14:112-24. [PMID: 10674803 DOI: 10.1037/0894-4105.14.1.112] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Verbal pragmatic aspects of discourse production were examined in 16 right brain-damaged (RBD), 16 left brain-damaged (LBD), and 16 normal control right-handed adults. The facilitation effect of emotional content, valence hypothesis, and relationship between pragmatics and emotion were evaluated. Participants produced monologues while recollecting emotional and nonemotional experiences. Transcribed monologues were rated for appropriateness on 6 pragmatic features: conciseness, lexical selection, quantity, relevancy, specificity, and topic maintenance. Overall, brain-damaged groups were rated as significantly less appropriate than normals. Consistent with the facilitation effect, emotional content enhanced pragmatic performance of LBD aphasic participants yet suppressed performance of RBD participants. Contrary to the valence hypothesis, RBD participants were more impaired for positive emotions and LBD participants for negative emotions. Pragmatic appropriateness was not strongly correlated with a measure of emotional intensity.
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Affiliation(s)
- J C Borod
- Department of Psychology, Queens College of the City University of New York, Flushing 11367, USA
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Caplan R, Guthrie D, Komo S, Shields WD, Sigman M. Infantile spasms: facial expression of affect before and after epilepsy surgery. Brain Cogn 1999; 39:116-32. [PMID: 10079120 DOI: 10.1006/brcg.1998.1064] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
This is a longitudinal study of facial expression of affect in 28 children with intractable infantile spasms who underwent epilepsy surgery. After a mean follow-up period of 1.8 years, there was a significant increase in positive affect, a significant decrease in neutral affect, and no change in negative affect during a nonverbal communication paradigm. These findings were unrelated to surgical (i. e., side of surgery, type of surgery) or seizure-related variables (i.e., seizure control, age at onset of illness, duration of illness, change in antiepileptic drugs). Comparison of affect in a subgroup of 16 patients with those of 32 normal subjects suggest a normal age-related increase in the use of positive affect. Both before and after surgery, the patients used the most positive affect while not communicating. They also used significantly more positive affect during while requesting objects or assistance rather than during social referencing. Intractable infantile spasms might be associated with reduction in the facial expression of positive affect and with impaired use during social communication.
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Affiliation(s)
- R Caplan
- Department of Psychiatry, UCLA, 760 Westwood Plaza, Los Angeles, 90024, USA
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Abstract
Unlike many brain injured children who are often rather difficult, toddlers and school-aged children with congenital vein of Galen malformations (n = 20; age range, 4 months to 12 years with a mean of 4 years) evidence a relatively positive temperament profile (based on the Temperament Scales of Carey, McDevitt, Fullard, Hegvik, Medoff-Cooper). They do not, however, differ from normal children with regard to the frequency of easy, difficult, slow to warm up, and intermediate temperament clusters. The temperament profile of children with vein of Galen malformations appears unaffected by additional neurologic abnormalities (hydrocephalus, abnormal developmental quotient, seizure disorder, focal cortical lesions) or other factors including age at testing, sex, or socioeconomic status. Contrary to the findings in adults of right hemisphere dominance for attention, presence of additional right-sided focal cortical pathology was not associated with greater activity level, distractibility, or impersistence. In contrast to the findings in adults and children of right hemisphere dominance for emotions in general, children with vein of Galen malformations and additional right hemisphere cortical damage are not more difficult than those with additional left cortical pathology or no additional focal cortical pathology. The fact that the pathology in vein of Galen malformations is subcortical may explain their relatively easier temperament and the absence of lateralization effects.
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Affiliation(s)
- R Nass
- Department of Neurology, New York University Medical Center, NY, USA
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Reilly JS, Bates EA, Marchman VA. Narrative discourse in children with early focal brain injury. BRAIN AND LANGUAGE 1998; 61:335-375. [PMID: 9570869 DOI: 10.1006/brln.1997.1882] [Citation(s) in RCA: 72] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Children with early brain damage, unlike adult stroke victims, often go on to develop nearly normal language. However, the route and extent of their linguistic development are still unclear, as is the relationship between lesion site and patterns of delay and recovery. Here we address these questions by examining narratives from children with early brain damage. Thirty children (ages 3:7-10:10) with pre- or perinatal unilateral focal brain damage and their matched controls participated in a storytelling task. Analyses focused on linguistic proficiency and narrative competence. Overall, children with brain damage scored significantly lower than their age-matched controls on both linguistic (morphological and syntactic) indices and those targeting broader narrative qualities. Rather than indicating that children with brain damage fully catch up, these data suggest that deficits in linguistic abilities reassert themselves as children face new linguistic challenges. Interestingly, after age 5, site of lesion does not appear to be a significant factor and the delays we have witnessed do not map onto the lesion profiles observed in adults with analogous brain injuries.
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Affiliation(s)
- J S Reilly
- San Diego State University, CA 92182, USA
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