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Alex Pagnozzi
Alex Pagnozzi
The Australian e-Health Research Centre, CSIRO
Verified email at csiro.au
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Cited by
Year
A systematic review of structural MRI biomarkers in autism spectrum disorder: A machine learning perspective
AM Pagnozzi, E Conti, S Calderoni, J Fripp, SE Rose
International Journal of Developmental Neuroscience 71, 68-82, 2018
1372018
Network over‐connectivity differentiates autism spectrum disorder from other developmental disorders in toddlers: A diffusion MRI study
E Conti, J Mitra, S Calderoni, K Pannek, KK Shen, A Pagnozzi, S Rose, ...
Human brain mapping 38 (5), 2333-2344, 2017
682017
Predicting motor outcome in preterm infants from very early brain diffusion MRI using a deep learning convolutional neural network (CNN) model
S Saha, A Pagnozzi, P Bourgeat, JM George, DK Bradford, PB Colditz, ...
Neuroimage 215, 116807, 2020
532020
Brain changes following four weeks of unimanual motor training: Evidence from behavior, neural stimulation, cortical thickness, and functional MRI
MV Sale, LB Reid, L Cocchi, AM Pagnozzi, SE Rose, JB Mattingley
Human brain mapping 38 (9), 4773-4787, 2017
452017
Automated, quantitative measures of grey and white matter lesion burden correlates with motor and cognitive function in children with unilateral cerebral palsy
AM Pagnozzi, N Dowson, J Doecke, S Fiori, AP Bradley, RN Boyd, ...
NeuroImage: Clinical 11, 751-759, 2016
322016
Measuring neuroplasticity associated with cerebral palsy rehabilitation: an MRI based power analysis
LB Reid, AM Pagnozzi, S Fiori, RN Boyd, N Dowson, SE Rose
International Journal of Developmental Neuroscience 58, 17-25, 2017
292017
The need for improved brain lesion segmentation techniques for children with cerebral palsy: A review
AM Pagnozzi, Y Gal, RN Boyd, S Fiori, J Fripp, S Rose, N Dowson
International Journal of Developmental Neuroscience 47, 229-246, 2015
292015
Alterations in regional shape on ipsilateral and contralateral cortex contrast in children with unilateral cerebral palsy and are predictive of multiple outcomes
AM Pagnozzi, N Dowson, S Fiori, J Doecke, AP Bradley, RN Boyd, ...
Human Brain Mapping 37 (10), 3588-3603, 2016
282016
Optofluidic needle probe integrating targeted delivery of fluid with optical coherence tomography imaging
BC Quirk, RA McLaughlin, AM Pagnozzi, BF Kennedy, PB Noble, ...
Optics letters 39 (10), 2888-2891, 2014
252014
Quantifying deep grey matter atrophy using automated segmentation approaches: A systematic review of structural MRI studies
AM Pagnozzi, J Fripp, SE Rose
Neuroimage 201, 116018, 2019
242019
Brain lesion scores obtained using a simple semi-quantitative scale from MR imaging are associated with motor function, communication and cognition in dyskinetic cerebral palsy
O Laporta-Hoyos, S Fiori, K Pannek, J Ballester-Plané, D Leiva, LB Reid, ...
NeuroImage: Clinical 19, 892-900, 2018
172018
Bi-allelic variants in SPATA5L1 lead to intellectual disability, spastic-dystonic cerebral palsy, epilepsy, and hearing loss
EM Richard, S Bakhtiari, APL Marsh, R Kaiyrzhanov, M Wagner, S Shetty, ...
The American Journal of Human Genetics 108 (10), 2006-2016, 2021
152021
Identifying relevant biomarkers of brain injury from structural MRI: Validation using automated approaches in children with unilateral cerebral palsy
AM Pagnozzi, N Dowson, J Doecke, S Fiori, AP Bradley, RN Boyd, ...
PLoS One 12 (8), e0181605, 2017
152017
Prediction of childhood brain outcomes in infants born preterm using neonatal MRI and concurrent clinical biomarkers (PREBO-6): study protocol for a prospective cohort study
JM George, AM Pagnozzi, S Bora, RN Boyd, PB Colditz, SE Rose, ...
BMJ open 10 (5), e036480, 2020
142020
Optimization of MRI-based scoring scales of brain injury severity in children with unilateral cerebral palsy
AM Pagnozzi, S Fiori, RN Boyd, A Guzzetta, J Doecke, Y Gal, S Rose, ...
Pediatric radiology 46, 270-279, 2016
132016
Understanding the impact of bilateral brain injury in children with unilateral cerebral palsy
AM Pagnozzi, K Pannek, J Fripp, S Fiori, RN Boyd, S Rose
Human Brain Mapping 41 (10), 2794-2807, 2020
112020
Cognitive, academic, executive and psychological functioning in children with spastic motor type cerebral palsy: Influence of extent, location, and laterality of brain lesions
O Laporta-Hoyos, K Pannek, AM Pagnozzi, K Whittingham, ...
European Journal of Paediatric Neurology 38, 33-46, 2022
92022
Predicting fluid intelligence in adolescence from structural MRI with deep learning methods
S Saha, A Pagnozzi, D Bradford, J Fripp
Intelligence 88, 101568, 2021
92021
Expectation-maximization with image-weighted Markov Random Fields to handle severe pathology
AM Pagnozzi, N Dowson, AP Bradley, RN Boyd, P Bourgeat, S Rose
2015 International Conference on Digital Image Computing: Techniques and …, 2015
72015
Dual acquisition of 18F-FMISO and 18F-FDOPA
C Bell, S Rose, S Puttick, A Pagnozzi, CM Poole, Y Gal, P Thomas, M Fay, ...
Physics in Medicine & Biology 59 (14), 3925, 2014
72014
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