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Vann Chau
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2010 – 2019
- 2019
- [j7]Colin J. Brown
, Steven P. Miller
, Brian G. Booth
, Jill G. Zwicker, Ruth E. Grunau
, Anne R. Synnes, Vann Chau, Ghassan Hamarneh
:
Predictive connectome subnetwork extraction with anatomical and connectivity priors. Comput. Medical Imaging Graph. 71: 67-78 (2019) - [j6]Subhayan Mukherjee
, Irene Cheng, Steven P. Miller
, Ting Guo, Vann Chau, Anup Basu
:
A fast segmentation-free fully automated approach to white matter injury detection in preterm infants. Medical Biol. Eng. Comput. 57(1): 71-87 (2019) - [j5]Ting Guo, Vann Chau, Shabnam Peyvandi, Beatrice Latal, Patrick S. McQuillen, Walter Knirsch
, Anne Synnes, Maria Feldmann
, Nadja Naef
, M. Mallar Chakravarty, Alessandra De Petrillo
, Emma G. Duerden
, A. James Barkovich, Steven P. Miller
:
White matter injury in term neonates with congenital heart diseases: Topology & comparison with preterm newborns. NeuroImage 185: 742-749 (2019) - 2018
- [i1]Subhayan Mukherjee, Irene Cheng, Steven Miller, Jessie Guo, Vann Chau, Anup Basu:
A Fast Segmentation-free Fully Automated Approach to White Matter Injury Detection in Preterm Infants. CoRR abs/1807.06604 (2018) - 2017
- [j4]Jeremy Kawahara, Colin J. Brown, Steven P. Miller
, Brian G. Booth
, Vann Chau, Ruth E. Grunau
, Jill G. Zwicker
, Ghassan Hamarneh
:
BrainNetCNN: Convolutional neural networks for brain networks; towards predicting neurodevelopment. NeuroImage 146: 1038-1049 (2017) - [c5]Colin J. Brown, Kathleen P. Moriarty, Steven P. Miller
, Brian G. Booth
, Jill G. Zwicker, Ruth E. Grunau
, Anne R. Synnes, Vann Chau, Ghassan Hamarneh
:
Prediction of Brain Network Age and Factors of Delayed Maturation in Very Preterm Infants. MICCAI (1) 2017: 84-91 - [c4]Mengyuan Liu, Steven P. Miller
, Vann Chau, Colin Studholme:
Combining Spatial and Non-spatial Dictionary Learning for Automated Labeling of Intra-ventricular Hemorrhage in Neonatal Brain MRI. MICCAI (1) 2017: 789-797 - 2016
- [j3]Brian G. Booth
, Steven P. Miller
, Colin J. Brown, Kenneth J. Poskitt, Vann Chau, Ruth E. Grunau
, Anne R. Synnes, Ghassan Hamarneh
:
STEAM - Statistical Template Estimation for Abnormality Mapping: A personalized DTI analysis technique with applications to the screening of preterm infants. NeuroImage 125: 705-723 (2016) - [j2]Mengyuan Liu, Averi Kitsch, Steven P. Miller
, Vann Chau, Kenneth J. Poskitt, François Rousseau
, Dennis Shaw, Colin Studholme:
Patch-based augmentation of Expectation-Maximization for brain MRI tissue segmentation at arbitrary age after premature birth. NeuroImage 127: 387-408 (2016) - [c3]Colin J. Brown, Steven P. Miller
, Brian G. Booth
, Jill G. Zwicker
, Ruth E. Grunau
, Anne R. Synnes, Vann Chau, Ghassan Hamarneh
:
Predictive Subnetwork Extraction with Structural Priors for Infant Connectomes. MICCAI (1) 2016: 175-183 - 2015
- [c2]Colin J. Brown, Steven P. Miller
, Brian G. Booth
, Kenneth J. Poskitt, Vann Chau, Anne R. Synnes, Jill G. Zwicker
, Ruth E. Grunau
, Ghassan Hamarneh
:
Prediction of Motor Function in Very Preterm Infants Using Connectome Features and Local Synthetic Instances. MICCAI (1) 2015: 69-76 - 2014
- [j1]Colin J. Brown, Steven P. Miller
, Brian G. Booth
, Shawn Andrews, Vann Chau, Kenneth J. Poskitt, Ghassan Hamarneh
:
Structural network analysis of brain development in young preterm neonates. NeuroImage 101: 667-680 (2014) - [c1]Mengyuan Liu, Sharmishtaa Seshamani, Lisa Harrylock, Averi Kitsch, Steven P. Miller
, Vann Chau, Kenneth J. Poskitt, François Rousseau
, Colin Studholme:
Spatially adapted augmentation of age-specific atlas-based segmentation using patch-based priors. Medical Imaging: Image Processing 2014: 90341H
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