Yuan Liu

According to our database, Yuan Liu authored at least 13 papers between 2012 and 2023.

Collaborative distances:

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

2023

Guest Editorial Skin Image Analysis in the Age of Deep Learning.

M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu

IEEE J. Biomed. Health Informatics, 2023

2022

Guest editorial: Image analysis in dermatology.

M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu

Medical Image Anal., 2022

2017

Automatic selection of landmarks in T1-weighted head MRI with regression forests for image registration initialization.

Jianing Wang, Yuan Liu, Jack H. Noble, Benoit M. Dawant

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.

Dongqing Zhang, Yuan Liu, Jack H. Noble, Benoit M. Dawant

Proceedings of the Medical Imaging 2016: Image Processing, 2016

Learning Global and Cluster-Specific Classifiers for Robust Brain Extraction in MR Data.

Yuan Liu, Hasan Ertan Çetingül, Benjamin Odry, Mariappan S. Nadar

Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016

Multi-modal learning-based pre-operative targeting in deep brain stimulation procedures.

Yuan Liu, Benoit M. Dawant

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.

Ryan D. Datteri, Yuan Liu, Pierre-François D'Haese, Benoit M. Dawant

IEEE Trans. Medical Imaging, 2015

Automatic Localization of the Anterior Commissure, Posterior Commissure, and Midsagittal Plane in MRI Scans using Regression Forests.

Yuan Liu, Benoit M. Dawant

IEEE J. Biomed. Health Informatics, 2015

Thalamic nuclei segmentation in clinical 3T T1-weighted Images using high-resolution 7T shape models.

Yuan Liu, Pierre-François D'Haese, Allen T. Newton, Benoit M. Dawant

Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

2014

Multisurgeon, Multisite Validation of a Trajectory Planning Algorithm for Deep Brain Stimulation Procedures.

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

IEEE Trans. Biomed. Eng., 2014

Effects of deformable registration algorithms on the creation of statistical maps for preoperative targeting in deep brain stimulation procedures.

Yuan Liu, Pierre-François D'Haese, Benoit M. Dawant

Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Automatic detection of the anterior and posterior commissures on MRI scans using regression forests.

Yuan Liu, Benoit M. Dawant

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.

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

Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012