Vann Chau

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 10

Top Topics

Fully Automated

Corpus Callosum

Top Venues

Medical Biol. Eng. Comput.

Publications

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) (2019)
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 (2019)
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 (2019)
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 (2018)
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)
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 (2017)
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)
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 (2016)
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 (2016)
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)
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)
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 (2014)
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)