Vann Chau

According to our database, Vann Chau authored at least 13 papers between 2014 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

White matter injury in term neonates with congenital heart diseases: Topology & comparison with preterm newborns.

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

NeuroImage, 2019

A fast segmentation-free fully automated approach to white matter injury detection in preterm infants.

Subhayan Mukherjee, Irene Cheng, Steven P. Miller, Ting Guo, Vann Chau, Anup Basu

Medical Biol. Eng. Comput., 2019

Predictive connectome subnetwork extraction with anatomical and connectivity priors.

Colin J. Brown, Steven P. Miller, Brian G. Booth, Jill G. Zwicker, Ruth E. Grunau, Anne R. Synnes, Vann Chau, Ghassan Hamarneh

Comput. Medical Imaging Graph., 2019

2018

A Fast Segmentation-free Fully Automated Approach to White Matter Injury Detection in Preterm Infants.

Subhayan Mukherjee, Irene Cheng, Steven Miller, Jessie Guo, Vann Chau, Anup Basu

CoRR, 2018

2017

BrainNetCNN: Convolutional neural networks for brain networks; towards predicting neurodevelopment.

Jeremy Kawahara, Colin J. Brown, Steven P. Miller, Brian G. Booth, Vann Chau, Ruth E. Grunau, Jill G. Zwicker, Ghassan Hamarneh

NeuroImage, 2017

Combining Spatial and Non-spatial Dictionary Learning for Automated Labeling of Intra-ventricular Hemorrhage in Neonatal Brain MRI.

Mengyuan Liu, Steven P. Miller, Vann Chau, Colin Studholme

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Prediction of Brain Network Age and Factors of Delayed Maturation in Very Preterm Infants.

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016

Patch-based augmentation of Expectation-Maximization for brain MRI tissue segmentation at arbitrary age after premature birth.

Mengyuan Liu, Averi Kitsch, Steven P. Miller, Vann Chau, Kenneth J. Poskitt, François Rousseau, Dennis Shaw, Colin Studholme

NeuroImage, 2016

STEAM - Statistical Template Estimation for Abnormality Mapping: A personalized DTI analysis technique with applications to the screening of preterm infants.

Brian G. Booth, Steven P. Miller, Colin J. Brown, Kenneth J. Poskitt, Vann Chau, Ruth E. Grunau, Anne R. Synnes, Ghassan Hamarneh

NeuroImage, 2016

Predictive Subnetwork Extraction with Structural Priors for Infant Connectomes.

Colin J. Brown, Steven P. Miller, Brian G. Booth, Jill G. Zwicker, Ruth E. Grunau, Anne R. Synnes, Vann Chau, Ghassan Hamarneh

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015

Prediction of Motor Function in Very Preterm Infants Using Connectome Features and Local Synthetic Instances.

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

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014

Structural network analysis of brain development in young preterm neonates.

Colin J. Brown, Steven P. Miller, Brian G. Booth, Shawn Andrews, Vann Chau, Kenneth J. Poskitt, Ghassan Hamarneh

NeuroImage, 2014

Spatially adapted augmentation of age-specific atlas-based segmentation using patch-based priors.

Mengyuan Liu, Sharmishtaa Seshamani, Lisa Harrylock, Averi Kitsch, Steven P. Miller, Vann Chau, Kenneth J. Poskitt, François Rousseau, Colin Studholme

Proceedings of the Medical Imaging 2014: Image Processing, 2014