Yuan Liu

Publication Activity (10 Years)

Years Active: 2012-2017
Publications (10 Years): 4

Top Topics

Deep Brain Stimulation

Regression Forests

Trajectory Planning

Top Venues

Medical Imaging: Image-Guided Procedures

Medical Imaging: Image Processing

IEEE J. Biomed. Health Informatics

IEEE Trans. Medical Imaging

Publications

Jianing Wang, Yuan Liu, Jack H. Noble, Benoit M. Dawant
Automatic selection of landmarks in T1-weighted head MRI with regression forests for image registration initialization. Medical Imaging: Image Processing (2017)
Dongqing Zhang, Yuan Liu, Jack H. Noble, Benoit M. Dawant
Automatic localization of landmark sets in head CT images with regression forests for image registration initialization. Medical Imaging: Image Processing (2016)
Yuan Liu, Benoit M. Dawant
Multi-modal learning-based pre-operative targeting in deep brain stimulation procedures. BHI (2016)
Yuan Liu, Hasan Ertan Çetingül, Benjamin Odry, Mariappan S. Nadar
Learning Global and Cluster-Specific Classifiers for Robust Brain Extraction in MR Data. MLMI@MICCAI (2016)
Yuan Liu, Benoit M. Dawant
Automatic Localization of the Anterior Commissure, Posterior Commissure, and Midsagittal Plane in MRI Scans using Regression Forests. IEEE J. Biomed. Health Informatics 19 (4) (2015)
Ryan D. Datteri, Yuan Liu, Pierre-François D'Haese, Benoit M. Dawant
Validation of a Nonrigid Registration Error Detection Algorithm Using Clinical MRI Brain Data. IEEE Trans. Medical Imaging 34 (1) (2015)
Yuan Liu, Pierre-François D'Haese, Allen T. Newton, Benoit M. Dawant
Thalamic nuclei segmentation in clinical 3T T1-weighted Images using high-resolution 7T shape models. Medical Imaging: Image-Guided Procedures (2015)
Yuan Liu, Benoit M. Dawant
Automatic detection of the anterior and posterior commissures on MRI scans using regression forests. EMBC (2014)
Yuan Liu, Pierre-François D'Haese, Benoit M. Dawant
Effects of deformable registration algorithms on the creation of statistical maps for preoperative targeting in deep brain stimulation procedures. Medical Imaging: Image-Guided Procedures (2014)
Yuan Liu, Peter E. Konrad, Joseph S. Neimat, Stephen B. Tatter, Hong Yu, Ryan D. Datteri, Bennett A. Landman, Jack H. Noble, Srivatsan Pallavaram, Benoit M. Dawant, Pierre-François D'Haese
Multisurgeon, Multisite Validation of a Trajectory Planning Algorithm for Deep Brain Stimulation Procedures. IEEE Trans. Biomed. Eng. 61 (9) (2014)
Yuan Liu, Benoit M. Dawant, Srivatsan Pallavaram, Joseph S. Neimat, Peter E. Konrad, Pierre-François D'Haese, Ryan D. Datteri, Bennett A. Landman, Jack H. Noble
A surgeon specific automatic path planning algorithm for deep brain stimulation. Medical Imaging: Image-Guided Procedures (2012)