Yuan Liu

Affiliations:
  • Vanderbilt University, Department of Electrical Engineering and Computer Science, Nashville, TN, USA


According to our database1, Yuan Liu authored at least 11 papers between 2012 and 2017.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2017
Automatic selection of landmarks in T1-weighted head MRI with regression forests for image registration initialization.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

2016
Automatic localization of landmark sets in head CT images with regression forests for image registration initialization.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Learning Global and Cluster-Specific Classifiers for Robust Brain Extraction in MR Data.
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016

Multi-modal learning-based pre-operative targeting in deep brain stimulation procedures.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015
Validation of a Nonrigid Registration Error Detection Algorithm Using Clinical MRI Brain Data.
IEEE Trans. Medical Imaging, 2015

Automatic Localization of the Anterior Commissure, Posterior Commissure, and Midsagittal Plane in MRI Scans using Regression Forests.
IEEE J. Biomed. Health Informatics, 2015

Thalamic nuclei segmentation in clinical 3T T1-weighted Images using high-resolution 7T shape models.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

2014
Multisurgeon, Multisite Validation of a Trajectory Planning Algorithm for Deep Brain Stimulation Procedures.
IEEE Trans. Biomed. Eng., 2014

Effects of deformable registration algorithms on the creation of statistical maps for preoperative targeting in deep brain stimulation procedures.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Automatic detection of the anterior and posterior commissures on MRI scans using regression forests.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2012
A surgeon specific automatic path planning algorithm for deep brain stimulation.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012


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