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3.
Pediatr Radiol ; 40(8): 1397-404, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20349230

ABSTRACT

BACKGROUND: Many intervention studies in preterm infants aim to improve neurodevelopmental outcome, but short-term proxy outcome measurements are lacking. Cortical plate and subplate development could be such a marker. OBJECTIVE: Our aim was to provide normal DTI reference values for the cortical plate and subplate of preterm infants. MATERIALS AND METHODS: As part of an ongoing study we analysed diffusion tensor imaging (DTI) images of 19 preterm infants without evidence of injury on conventional MRI, with normal outcome (Bayley-II assessed at age 2), and scanned in the first 4 days of life. Fractional anisotropy (FA) and apparent diffusion coefficient (ADC) values in the frontal and temporal subplate and cortical plate were measured in single and multiple voxel regions of interest (ROI) placed on predefined regions. RESULTS: Using single-voxel ROIs, statistically significant inverse correlation was found between gestational age (GA) and FA of the frontal (r = -0.5938, P = 0.0058) and temporal (r = -0.4912, P = 0.0327) cortical plate. ADC values had a significant positive correlation with GA in the frontal (r = 0.5427, P = 0.0164) and temporal (r = 0.5540, P = 0.0138) subplate. CONCLUSION: Diffusion tensor imaging allows in vivo exploration of the evolving cortical plate and subplate. We provide FA and ADC values of the subplate and cortical plate in very-low-birth-weight (VLBW) infants with normal developmental outcome that can be used as reference values.


Subject(s)
Cerebral Cortex/diagnostic imaging , Diffusion Magnetic Resonance Imaging , Infant, Very Low Birth Weight , Cerebral Cortex/abnormalities , Child, Preschool , Diffusion Magnetic Resonance Imaging/methods , Humans , Infant, Newborn , Longitudinal Studies , Magnetic Resonance Imaging/methods , Radiography
4.
Ultrasound Med Biol ; 35(6): 991-1004, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19251355

ABSTRACT

In this article, we present an interactive algorithm segmenting white brain matter, visible as hyperechoic flaring areas in ultrasound (US) images of preterm infants with periventricular leukomalacia (PVL). The algorithm combines both the textural properties of pathological brain tissue and mathematical morphology operations. An initial flaring area estimate is derived from a multifeature multiclassifier tissue texture classifier. This area is refined based on the structural properties of the choroid plexus, a brain feature known to have characteristics similar to flaring. Subsequently, a combination of a morphological closing, gradient and opening by reconstruction operation determines the final flaring area boundaries. Experimental results are compared with a gold standard constructed from manual flaring area delineations of 12 medical experts. In addition, we compared our algorithm to an existing active contour method. The results show our technique agrees to the gold standard with statistical significance and outperforms the existing method in accuracy. Finally, using the flaring area as a criterion we improve the sensitivity of PVL detection up to 98% as compared with the state of the art.


Subject(s)
Image Interpretation, Computer-Assisted/methods , Leukomalacia, Periventricular/diagnostic imaging , Algorithms , Diagnosis, Computer-Assisted/methods , Echoencephalography/methods , Humans , Infant, Newborn , Infant, Premature , Infant, Very Low Birth Weight , Observer Variation
5.
Pediatr Radiol ; 37(12): 1216-23, 2007 Dec.
Article in English | MEDLINE | ID: mdl-17909782

ABSTRACT

BACKGROUND: Advances in neonatal intensive care have not yet reduced the high incidence of neurodevelopmental disability among very-low-birth-weight (VLBW) infants. As neurological deficits are related to white-matter injury, early detection is important. Diffusion tensor imaging (DTI) could be an excellent tool for assessment of white-matter injury. OBJECTIVE: To provide DTI fractional anisotropy (FA) reference values for white-matter tracts of VLBW infants for clinical use. MATERIALS AND METHODS: We retrospectively analysed DTI images of 28 VLBW infants (26-32 weeks gestational age) without evidence of white-matter abnormalities on conventional MRI sequences, and normal developmental outcome (assessed at age 1-3 years). For DTI an echoplanar sequence with diffusion gradient (b = 1,000 s/mm(2)) applied in 25 non-collinear directions was used. We measured FA and apparent diffusion coefficient (ADC) of different white-matter tracts in the first 4 days of life. RESULTS: A statistically significant correlation was found between gestational age and FA of the posterior limb of the internal capsule in VLBW infants (r = 0.495, P<0.01). CONCLUSION: Values of FA and ADC were measured in white-matter tracts of VLBW infants. FA of the pyramidal tracts measured in the first few days after birth is related to gestational age.


Subject(s)
Brain Mapping/methods , Brain/embryology , Diffusion Magnetic Resonance Imaging , Infant, Very Low Birth Weight , Nerve Fibers, Myelinated/ultrastructure , Analysis of Variance , Anisotropy , Female , Gestational Age , Humans , Infant, Newborn , Infant, Premature , Male , Reference Values , Retrospective Studies
6.
Pediatrics ; 113(4): 846-57, 2004 Apr.
Article in English | MEDLINE | ID: mdl-15060237

ABSTRACT

OBJECTIVE: To investigate the effects of early experience on brain function and structure. METHODS: A randomized clinical trial tested the neurodevelopmental effectiveness of the Newborn Individualized Developmental Care and Assessment Program (NIDCAP). Thirty preterm infants, 28 to 33 weeks' gestational age (GA) at birth and free of known developmental risk factors, participated in the trial. NIDCAP was initiated within 72 hours of intensive care unit admission and continued to the age of 2 weeks, corrected for prematurity. Control (14) and experimental (16) infants were assessed at 2 weeks' and 9 months' corrected age on health status, growth, and neurobehavior, and at 2 weeks' corrected age additionally on electroencephalogram spectral coherence, magnetic resonance diffusion tensor imaging, and measurements of transverse relaxation time. RESULTS: The groups were medically and demographically comparable before as well as after the treatment. However, the experimental group showed significantly better neurobehavioral functioning, increased coherence between frontal and a broad spectrum of mainly occipital brain regions, and higher relative anisotropy in left internal capsule, with a trend for right internal capsule and frontal white matter. Transverse relaxation time showed no difference. Behavioral function was improved also at 9 months' corrected age. The relationship among the 3 neurodevelopmental domains was significant. The results indicated consistently better function and more mature fiber structure for experimental infants compared with their controls. CONCLUSIONS: This is the first in vivo evidence of enhanced brain function and structure due to the NIDCAP. The study demonstrates that quality of experience before term may influence brain development significantly.


Subject(s)
Brain/growth & development , Child Development , Early Intervention, Educational , Infant Behavior , Infant, Premature , Brain/anatomy & histology , Brain/physiology , Electroencephalography , Female , Humans , Infant Care/methods , Infant, Newborn , Infant, Premature/growth & development , Infant, Premature/physiology , Intensive Care, Neonatal , Learning , Magnetic Resonance Imaging , Male , Neuropsychological Tests , Single-Blind Method
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