Hongzhi Wang  Hongzhi Wang photo       

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Research Staff Member
Almaden Research Center, San Jose, CA, USA
  +1dash408dash927dash1955

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Professional Associations

Professional Associations:  IEEE


2016

A hybrid learning approach for semantic labeling of cardiac CT slices and recognition of body position
Mehdi Moradi, Yaniv Gur, Hongzhi Wang, Prasanth Prasanna, Tanveer Syeda-Mahmood
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), pp. 1418--1421

Big Data for Medical Image Analysis: A Performance Study
Rui Zhang, Hongzhi Wang, Renu Tewari, Gero Schmidt, Deepika Kakrania
Parallel and Distributed Processing Symposium Workshops, 2016 IEEE International, pp. 1660--1664

Modeling the myxomatous mitral valve with three-dimensional echocardiography
Alison M Pouch, Benjamin M Jackson, Eric Lai, Manabu Takebe, Sijie Tian, Albert T Cheung, Y Joseph Woo, Prakash A Patel, Hongzhi Wang, Paul A Yushkevich, others
The Annals of Thoracic Surgery 102(3), 703--710, Elsevier, 2016


2015

Fracture detection in x-ray images through stacked random forests feature fusion
Yu Cao, Hongzhi Wang, Mehdi Moradi, Prasanth Prasanna, Tanveer F Syeda-Mahmood
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), pp. 801--805

Multi-atlas based segmentation of multiple organs in breast MRI
Xi Liang, Suman Sedai, Hongzhi Wang, Sisi Liang, Naveed Hashmi, Patrick Mcneillie, Sharbell Hashoul
SPIE Medical Imaging, pp. 94133R--94133R, 2015

Finding a Path for Segmentation Through Sequential Learning
Hongzhi Wang, Yu Cao, Tanveer F Syed-Mahmood
International Conference on Information Processing in Medical Imaging, pp. 488--500, 2015

An experimental study on combining the auto-context model with corrective learning for canine LEG muscle segmentation
Hongzhi Wang, Yu Cao, Tanveer Syeda-Mahmood
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), pp. 1106--1109

Multi-atlas label fusion with augmented atlases for fast and accurate segmentation of cardiac MR images
Long Xie, Suman Sedai, Xi Liang, Colin B Compas, Hongzhi Wang, Paul A Yushkevich, Tanveer Syeda-Mahmood
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), pp. 376--379

Medially constrained deformable modeling for segmentation of branching medial structures: Application to aortic valve segmentation and morphometry
Alison M Pouch, Sijie Tian, Manabu Takebe, Jiefu Yuan, Robert Gorman, Albert T Cheung, Hongzhi Wang, Benjamin M Jackson, Joseph H Gorman, Robert C Gorman, others
Medical image analysis 26(1), 217--231, Elsevier, 2015

Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge
David M Cash, Chris Frost, Leonardo O Iheme, Devrim \"Unay, Melek Kandemir, Jurgen Fripp, Olivier Salvado, Pierrick Bourgeat, Martin Reuter, Bruce Fischl, others
NeuroImage123, 149--164, Elsevier, 2015

Segmentation of the Aortic Valve Apparatus in 3D Echocardiographic Images: Deformable Modeling of a Branching Medial Structure
Alison M Pouch, Sijie Tian, Manabu Takabe, Hongzhi Wang, Jiefu Yuan, Albert T Cheung, Benjamin M Jackson, Joseph H Gorman III, Robert C Gorman, Paul A Yushkevich
Statistical Atlases and Computational Models of the Heart-Imaging and Modelling Challenges, pp. 196--203, Springer, 2015

Automated volumetry and regional thickness analysis of hippocampal subfields and medial temporal cortical structures in mild cognitive impairment
Paul A Yushkevich, John B Pluta, Hongzhi Wang, Long Xie, Song-Lin Ding, Eske C Gertje, Lauren Mancuso, Daria Kliot, Sandhitsu R Das, David A Wolk
Human brain mapping 36(1), 258--287, Wiley Online Library, 2015


2014

Multi-atlas Segmentation with Learning-Based Label Fusion

Mahmood - Machine Learning in Medical ..., 2014 - Springer

Fully automatic segmentation of the mitral leaflets in 3D transesophageal echocardiographic images using multi-atlas joint label fusion and deformable medial modeling
Alison M Pouch, Hongzhi Wang, Manabu Takabe, Benjamin M Jackson, JH Gorman, Robert C Gorman, Paul A Yushkevich, Chandra M Sehgal
Medical image analysis 18(1), 118--129, Elsevier, 2014

Automatic Clustering and Thickness Measurement of Anatomical Variants of the Human Perirhinal Cortex
Long Xie, John Pluta, Hongzhi Wang, Sandhitsu R Das, Lauren Mancuso, Dasha Kliot, Brian B Avants, Song-Lin Ding, David A Wolk, Paul A Yushkevich
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2014, pp. 81--88, Springer


2013

Multi-Atlas Segmentation with Joint Label Fusion-A Open Source Implementation
Hongzhi Wang, Paul Yushkevich
Frontiers in Neuroinformatics, 0, Frontiers, 2013

Multi-atlas segmentation with robust label transfer and label fusion
Hongzhi Wang, Alison Pouch, Manabu Takabe, Benjamin Jackson, Joseph Gorman, Robert Gorman, Paul A Yushkevich
Information Processing in Medical Imaging, pp. 548--559, 2013

Automated segmentation and geometrical modeling of the tricuspid aortic valve in 3D echocardiographic images
Alison M Pouch, Hongzhi Wang, Manabu Takabe, Benjamin M Jackson, Chandra M Sehgal, Joseph H Gorman III, Robert C Gorman, Paul A Yushkevich
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2013, pp. 485--492, Springer

Multi-atlas Segmentation without Registration: A Supervoxel-Based Approach
Hongzhi Wang, Paul A Yushkevich
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2013, pp. 535--542, Springer

Groupwise segmentation with multi-atlas joint label fusion
Hongzhi Wang, Paul A Yushkevich
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2013, pp. 711--718, Springer

Multi-Atlas Segmentation with Joint Label Fusion
H. Wang, J. W. Suh, S. Das, J. Pluta, C. Craige and P. Yushkevich
PAMI 35(3), 611-623, IEEE, 2013


2012

Robust automated amygdala segmentation via multi-atlas diffeomorphic registration
Jamie L Hanson, Jung W Suh, Brendon M Nacewicz, Matthew J Sutterer, Amelia A Cayo, Diane E Stodola, Cory A Burghy, Hongzhi Wang, Brian B Avants, Paul A Yushkevich, others
Frontiers in neuroscience6, Frontiers Media SA, 2012

Brain parcellation aids in electrode localization in epileptic patients
Jue Wu, Kathryn Davis, Allan Azarion, Yuanjie Zheng, Hongzhi Wang, Brian Litt, James Gee
Augmented Environments for Computer-Assisted Interventions, pp. 130--137, Springer, 2012

Fully automatic segmentation of the open mitral leaflets in 3D transesophageal echocardiographic images using multi-atlas label fusion and deformable medial modeling
Alison M Pouch, Hongzhi Wang, Paul A Yushkevich, Manabu Takabe, Benjamin M Jackson, Joseph H Gorman, Robert C Gorman, Chandra M Sehgal
Ultrasonics Symposium (IUS), 2012 IEEE International, pp. 220--223

Guiding automatic segmentation with multiple manual segmentations
Hongzhi Wang, Paul A Yushkevich
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2012, pp. 429--436, Springer

Dependency prior for multi-atlas label fusion
Hongzhi Wang, Paul A Yushkevich
Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on, pp. 892--895

Reconstruction of the human hippocampus in 3D from histology and high-resolution ex-vivo MRI
Daniel H Adler, Alex Yang Liu, John Pluta, Salmon Kadivar, Sylvia Orozco, Hongzhi Wang, James C Gee, Brian B Avants, Paul A Yushkevich
Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on, pp. 294--297

From label fusion to correspondence fusion: a new approach to unbiased groupwise registration
Paul A Yushkevich, Hongzhi Wang, John Pluta, Brian B Avants
Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on, pp. 956--963

Spatial bias in multi-atlas based segmentation
Hongzhi Wang, Paul A Yushkevich
Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on, pp. 909--916

Measuring longitudinal change in the hippocampal formation from in vivo high-resolution T2-weighted MRI
Sandhitsu R Das, Brian B Avants, John Pluta, Hongzhi Wang, Jung W Suh, Michael W Weiner, Susanne G Mueller, Paul A Yushkevich
Neuroimage 60(2), 1266--1279, Elsevier, 2012


2011

Multiscale analysis revisited: Detection of drusen and vessel in digital retinal images
Yuanjie Zheng, Hongzhi Wang, Jue Wu, Jianbin Gao, James C Gee
Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on, pp. 689--692

Hippocampus segmentation using a stable maximum likelihood classifier ensemble algorithm
Hongzhi Wang, Jung Wook Suh, Sandhitsu Das, Murat Altinay, John Pluta, Paul Yushkevich
Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on, pp. 2036--2040

Landmark matching based automatic retinal image registration with linear programming and self-similarities
Yuanjie Zheng, Allan A Hunter III, Jue Wu, Hongzhi Wang, Jianbin Gao, Maureen G Maguire, James C Gee
Information Processing in Medical Imaging, pp. 674--685, 2011

A learning-based wrapper method to correct systematic errors in automatic image segmentation: consistently improved performance in hippocampus, cortex and brain segmentation
Hongzhi Wang, Sandhitsu R Das, Jung Wook Suh, Murat Altinay, John Pluta, Caryne Craige, Brian Avants, Paul A Yushkevich
NeuroImage 55(3), 968--985, Elsevier, 2011

Regression-based label fusion for multi-atlas segmentation
Hongzhi Wang, Jung Wook Suh, Sandhitsu Das, John Pluta, Murat Altinay, Paul Yushkevich
Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on, pp. 1113--1120

Optimal weights for multi-atlas label fusion
Hongzhi Wang, Jung Wook Suh, John Pluta, Murat Altinay, Paul Yushkevich
Information Processing in Medical Imaging, pp. 73--84, 2011


2010

Rigid shape matching by segmentation averaging
Hongzhi Wang, John Oliensis
Pattern Analysis and Machine Intelligence, IEEE Transactions on 32(4), 619--635, IEEE, 2010

Shape-based semi-automatic hippocampal subfield segmentation with learning-based bias removal
Hongzhi Wang, Sandhitsu R Das, John Pluta, Caryne Craige, Murat Altinay, Michael Weiner, Susanne Mueller, Paul A Yushkevich
Biomedical Imaging: From Nano to Macro, 2010 IEEE International Symposium on, pp. 424--427

Standing on the shoulders of giants: improving medical image segmentation via bias correction
Hongzhi Wang, Sandhitsu Das, John Pluta, Caryne Craige, Murat Altinay, Brian Avants, Michael Weiner, Susanne Mueller, Paul Yushkevich
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2010, pp. 105--112, Springer

Automatic cardiac MRI segmentation using a biventricular deformable medial model
Hui Sun, Alejandro F Frangi, Hongzhi Wang, Federico M Sukno, Catalina Tobon-Gomez, Paul A Yushkevich
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2010, pp. 468--475, Springer

Nearly automatic segmentation of hippocampal subfields in< i> in vivo focal T2-weighted MRI
Paul A Yushkevich, Hongzhi Wang, John Pluta, Sandhitsu R Das, Caryne Craige, Brian B Avants, Michael W Weiner, Susanne Mueller
Neuroimage 53(4), 1208--1224, Elsevier, 2010

Generalizing edge detection to contour detection for image segmentation
Hongzhi Wang, John Oliensis
Computer Vision and Image Understanding 114(7), 731--744, Elsevier, 2010


2008


Shape matching by segmentation averaging
Hongzhi Wang, John Oliensis
Computer Vision--ECCV 2008, pp. 562--575, Springer

Spiral analysis—Improved clinical utility with center detection
Hongzhi Wang, Qiping Yu, M\'onica M Kurtis, Alicia G Floyd, Whitney A Smith, Seth L Pullman
Journal of neuroscience methods 171(2), 264--270, Elsevier, 2008


2006

Salient contour detection using a global contour discontinuity measurement
Hongzhi Wang, John Oliensis
Computer Vision and Pattern Recognition Workshop, 2006. CVPRW'06. Conference on, pp. 190--190

Sensor band selection for multispectral imaging via average normalized information
Hongzhi Wang, Elli Angelopoulou
Journal of Real-Time Image Processing 1(2), 109--121, Springer, 2006




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