Wei Liu

According to our database, Wei Liu authored at least 7 papers between 2010 and 2016.

Collaborative distances:

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

2016

Modeling 4D pathological changes by leveraging normative models.

Bo Wang, Marcel Prastawa, Andrei Irimia, Avishek Saha, Wei Liu, Sheng-Yang M. Goh, Paul M. Vespa, John D. Van Horn, Guido Gerig

Comput. Vis. Image Underst., 2016

2014

Resting State Functional Magnetic Resonance Imaging Analysis by Graphical Model.

Wei Liu

PhD thesis, 2014

A functional network estimation method of resting-state fMRI using a hierarchical Markov random field.

Wei Liu, Suyash P. Awate, Jeffrey S. Anderson, P. Thomas Fletcher

NeuroImage, 2014

4D active cut: An interactive tool for pathological anatomy modeling.

Bo Wang, Wei Liu, Marcel Prastawa, Andrei Irimia, Paul M. Vespa, John D. Van Horn, P. Thomas Fletcher, Guido Gerig

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2012

Group Analysis of Resting-State fMRI by Hierarchical Markov Random Fields.

Wei Liu, Suyash P. Awate, P. Thomas Fletcher

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2011

Monte Carlo Expectation Maximization with Hidden Markov Models to Detect Functional Networks in Resting-State fMRI.

Wei Liu, Suyash P. Awate, Jeffrey S. Anderson, Deborah A. Yurgelun-Todd, P. Thomas Fletcher

Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

2010

Spatial Regularization of Functional Connectivity Using High-Dimensional Markov Random Fields.

Wei Liu, Peihong Zhu, Jeffrey S. Anderson, Deborah A. Yurgelun-Todd, P. Thomas Fletcher

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010