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Stephen T. Wong
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- affiliation: Houston Methodist Hospital Research Institute, Department of Systems Medicine and Bioengineering, Houston, TX, USA
- affiliation: Harvard Medical School, Boston, MA, USA
- affiliation (PhD 1991): Lehigh University, Bethlehem, PA, USA
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2020 – today
- 2023
[j122]Yanglan Ou
, Sharon X. Huang, Kelvin K. Wong, Jonathon S. Cummock, John Volpi, James Z. Wang, Stephen T. C. Wong:
BBox-Guided Segmentor: Leveraging expert knowledge for accurate stroke lesion segmentation using weakly supervised bounding box prior. Comput. Medical Imaging Graph. 107: 102236 (2023)- [c112]Peiqi Sui, Kelvin K. Wong, Xiaohui Yu, John Volpi, Stephen T. C. Wong:
Storyline-Centric Detection of Aphasia and Dysarthria in Stroke Patient Transcripts. ClinicalNLP@ACL 2023: 422-432 - 2022
- [j121]Yong Lu, Gang Xue, Ningbo Zheng, Kun Han, Wenzhong Yang, Rui-Sheng Wang, Ling-Yun Wu, Lance D. Miller, Timothy Pardee, Pierre L. Triozzi, Hui-Wen Lo, Kounosuke Watabe, Stephen T. C. Wong, Boris C. Pasche, Wei Zhang, Guangxu Jin:
hDirect-MAP: projection-free single-cell modeling of response to checkpoint immunotherapy. Briefings Bioinform. 23(2) (2022) - [j120]Tengfei Wang, Tiancheng He, Zhenglin Zhang, Qi Chen, Liwei Zhang, Guoren Xia, Lizhuang Yang, Hongzhi Wang, Stephen T. C. Wong, Hai Li:
A personalized image-guided intervention system for peripheral lung cancer on patient-specific respiratory motion model. Int. J. Comput. Assist. Radiol. Surg. 17(10): 1751-1764 (2022) - [j119]Tongan Cai, Haomiao Ni, Mingli Yu, Xiaolei Huang, Kelvin K. Wong, John Volpi, James Z. Wang, Stephen T. C. Wong:
DeepStroke: An efficient stroke screening framework for emergency rooms with multimodal adversarial deep learning. Medical Image Anal. 80: 102522 (2022) - [j118]Lin Wang, Zheng Yin, Mamta Puppala, Chika F. Ezeana, Kelvin K. Wong, Tiancheng He, Deepa B. Gotur, Stephen T. C. Wong:
A Time-Series Feature-Based Recursive Classification Model to Optimize Treatment Strategies for Improving Outcomes and Resource Allocations of COVID-19 Patients. IEEE J. Biomed. Health Informatics 26(7): 3323-3329 (2022) - [c111]Haomiao Ni, Yuan Xue, Kelvin K. Wong, John Volpi, Stephen T. C. Wong, James Z. Wang, Xiaolei Huang:
Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-contrast CT Scans. MICCAI (8) 2022: 416-426 - [c110]Yanglan Ou, Ye Yuan, Xiaolei Huang, Stephen T. C. Wong, John Volpi, James Z. Wang, Kelvin K. Wong:
Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation. MICCAI (5) 2022: 475-484 - [i6]Yanglan Ou, Ye Yuan, Xiaolei Huang, Stephen T. C. Wong, John Volpi, James Z. Wang, Kelvin K. Wong:
Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation. CoRR abs/2206.01741 (2022) - [i5]Haomiao Ni, Yuan Xue, Kelvin K. Wong, John Volpi, Stephen T. C. Wong, James Z. Wang, Xiaolei Huang:
Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-Contrast CT Scans. CoRR abs/2206.15445 (2022) - 2021
- [j117]Yunjie He, Hong Zhao, Stephen T. C. Wong:
Deep learning powers cancer diagnosis in digital pathology. Comput. Medical Imaging Graph. 88: 101820 (2021) - [j116]Tiancheng He, Joy Nolte Fong, Linda W. Moore, Chika F. Ezeana, David Victor, Mukul Divatia, Matthew Vasquez, R. Mark Ghobrial, Stephen T. C. Wong:
An imageomics and multi-network based deep learning model for risk assessment of liver transplantation for hepatocellular cancer. Comput. Medical Imaging Graph. 89: 101894 (2021) - [j115]Kelvin K. Wong, Jonathon S. Cummock, Yunjie He, Rahul Ghosh, John Volpi, Stephen T. C. Wong:
Retrospective study of deep learning to reduce noise in non-contrast head CT images. Comput. Medical Imaging Graph. 94: 101996 (2021) - [j114]Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Supratik Moulik, Naveen Garg, Carol C. Wu, Kelvin K. Wong, Stephen T. Wong, Tiancheng He, Hien Van Nguyen:
Memory-Augmented Capsule Network for Adaptable Lung Nodule Classification. IEEE Trans. Medical Imaging 40(10): 2869-2879 (2021) - [c109]Hung Q. Vo, Pengyu Yuan, Tiancheng He, Stephen T. C. Wong, Hien Van Nguyen:
Multimodal Breast Lesion Classification Using Cross-Attention Deep Networks. BHI 2021: 1-4 - [c108]Kevin Yao, Kelvin K. Wong, Xiaohui Yu, John Volpi, Stephen T. C. Wong:
An Intelligent Augmented Lifelike Avatar App for Virtual Physical Examination of Suspected Strokes. EMBC 2021: 1727-1730 - [c107]Yanglan Ou, Ye Yuan, Xiaolei Huang, Kelvin K. Wong, John Volpi, James Z. Wang, Stephen T. C. Wong:
LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-Weighted MR Images. MICCAI (1) 2021: 731-741 - [c106]Xinyue Zhang, Jiahao Ding, Maoqiang Wu, Stephen T. C. Wong, Hien Van Nguyen, Miao Pan:
Adaptive Privacy Preserving Deep Learning Algorithms for Medical Data. WACV 2021: 1168-1177 - [i4]Yanglan Ou, Ye Yuan, Xiaolei Huang, Kelvin K. Wong, John Volpi, James Z. Wang, Stephen T. C. Wong:
LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-weighted MR Images. CoRR abs/2104.13917 (2021) - [i3]Hung Q. Vo, Pengyu Yuan, Tiancheng He, Stephen T. C. Wong, Hien Van Nguyen:
Multimodal Breast Lesion Classification Using Cross-Attention Deep Networks. CoRR abs/2108.09591 (2021) - [i2]Tongan Cai, Haomiao Ni, Mingli Yu, Xiaolei Huang, Kelvin K. Wong, John Volpi, James Z. Wang, Stephen T. C. Wong:
DeepStroke: An Efficient Stroke Screening Framework for Emergency Rooms with Multimodal Adversarial Deep Learning. CoRR abs/2109.12065 (2021) - 2020
- [j113]Vincent S. Tseng, Stephen T. C. Wong, Diane J. Cook, Jiming Liu:
[Guest Editorial]. IEEE Comput. Intell. Mag. 15(4): 8-9 (2020) - [j112]Vincent S. Tseng, Josh Jia-Ching Ying, Stephen T. C. Wong, Diane J. Cook, Jiming Liu:
Computational Intelligence Techniques for Combating COVID-19: A Survey. IEEE Comput. Intell. Mag. 15(4): 10-22 (2020) - [j111]Jean Louis Raisaro, Francesco Marino, Juan Ramón Troncoso-Pastoriza, Raphaelle Beau-Lejdstrom, Riccardo Bellazzi, Robert Murphy, Elmer V. Bernstam, Henry Wang, Mauro Bucalo, Yong Chen, Assaf Gottlieb, Arif Ozgun Harmanci, Miran Kim, Yejin Kim, Jeffrey G. Klann, Catherine Klersy, Bradley A. Malin, Marie Méan, Fabian Prasser, Luigia Scudeller, Ali Torkamani, Julien Vaucher, Mamta Puppala, Stephen T. C. Wong, Milana Frenkel-Morgenstern, Hua Xu, Baba Maiyaki Musa, Abdulrazaq G. Habib, Trevor Cohen, Adam B. Wilcox, Hamisu M. Salihu, Heidi Sofia, Xiaoqian Jiang, Jean-Pierre Hubaux:
SCOR: A secure international informatics infrastructure to investigate COVID-19. J. Am. Medical Informatics Assoc. 27(11): 1721-1726 (2020) - [c105]Mingli Yu, Tongan Cai, Xiaolei Huang, Kelvin K. Wong, John Volpi, James Z. Wang, Stephen T. C. Wong:
Toward Rapid Stroke Diagnosis with Multimodal Deep Learning. MICCAI (3) 2020: 616-626 - [i1]Maoqiang Wu, Xinyue Zhang, Jiahao Ding, Hien Van Nguyen, Rong Yu, Miao Pan, Stephen T. Wong:
Evaluation of Inference Attack Models for Deep Learning on Medical Data. CoRR abs/2011.00177 (2020)
2010 – 2019
- 2019
- [j110]Lei Huang, David Brunell, Clifford Stephan, James J. Mancuso, Xiaohui Yu, Bin He, Timothy C. Thompson, Ralph Zinner, Jeri Kim, Peter Davies, Stephen T. C. Wong:
Driver network as a biomarker: systematic integration and network modeling of multi-omics data to derive driver signaling pathways for drug combination prediction. Bioinform. 35(19): 3709-3717 (2019) - [j109]Lin Wang, Zhong Xue, Chika F. Ezeana, Mamta Puppala, Shenyi Chen, Rebecca L. Danforth, Xiaohui Yu, Tiancheng He, Mark L. Vassallo, Stephen T. C. Wong:
Preventing inpatient falls with injuries using integrative machine learning prediction: a cohort study. npj Digit. Medicine 2 (2019) - [j108]Hai Min, Li Xia, Junwei Han, Xiaofeng Wang, Qianqian Pan, Hao Fu, Hongzhi Wang, Stephen T. C. Wong, Hai Li:
A multi-scale level set method based on local features for segmentation of images with intensity inhomogeneity. Pattern Recognit. 91: 69-85 (2019) - [c104]Ying Zhu, Tsz-Lun Yeung, Jianting Sheng, Emily M. Hinchcliff, Jared K. Burks, Amir A. Jazaeri, Samuel C. Mok, Stephen T. C. Wong:
An image informatics pipeline for imaging mass cytometry to characterize the immune landscape in pre- and on-treatment immune therapy and its application in recurrent platinium-resistant epithelial ovarian cancer. BHI 2019: 1-4 - [c103]Wenjuan Wang, Jin Liu, Tengfei Wang, Zongtao Hu, Li Xia, Hongzhi Wang, Lizhuang Yang, Stephen T. C. Wong, Xiaochu Zhang, Hai Li:
Non-rigid Registration of White Matter Tractography Using Coherent Point Drift Algorithm. MBIA/MFCA@MICCAI 2019: 3-11 - 2017
- [c102]Danping Li, Lei Wang, Jiajun Wang, Zhong Xue, Stephen T. C. Wong:
Transductive local fisher discriminant analysis for gene expression profile-based cancer classification. BHI 2017: 49-52 - [c101]Tiancheng He, Mamta Puppala, Richard Ogunti, James J. Mancuso, Xiaohui Yu, Shenyi Chen, Jenny C. Chang, Tejal A. Patel, Stephen T. C. Wong:
Deep learning analytics for diagnostic support of breast cancer disease management. BHI 2017: 365-368 - [c100]Jing Jin, Liwei Zhang, Hongzhi Wang, Stephen T. C. Wong, Hai Li:
Precise calibration for the coordinates of surgical needle's tip based on transform invariant matrix and spherical constraints. BHI 2017: 433-436 - [c99]Tiancheng He, Ramiro Pino, Bin S. Teh, Stephen T. Wong, Zhong Xue:
Dynamic Respiratory Motion Estimation Using Patch-Based Kernel-PCA Priors for Lung Cancer Radiotherapy. CMMI/RAMBO/SWITCH@MICCAI 2017: 55-65 - 2016
- [c98]Mamta Puppala, Tiancheng He, Xiaohui Yu, Shenyi Chen, Richard Ogunti, Stephen T. C. Wong:
Data security and privacy management in healthcare applications and clinical data warehouse environment. BHI 2016: 5-8 - [c97]Tiancheng He, Zhong Xue, Stephen T. Wong:
A three-dimensional medical image segmentation app using graphic theory. BHI 2016: 268-271 - [c96]Danping Li, Lei Wang, Zhong Xue, Stephen T. C. Wong:
When discriminative K-means meets Grassmann manifold: Disease gene identification via a general multi-view clustering method. BHI 2016: 364-367 - [c95]Fuhai Li, Lin Wang, Ren Kong, Jianting Sheng, Huojun Cao, James J. Mancuso, Xiaofeng Xia, Clifford Stephan, Stephen T. C. Wong:
DrugMoaMiner: A computational tool for mechanism of action discovery and personalized drug sensitivity prediction. BHI 2016: 368-371 - [c94]Tiancheng He, Richard Ogunti, Mamta Puppala, Shenyi Chen, Xiaohui Yu, James J. Mancuso, Stephen T. C. Wong:
A smartphone app framework for segmented cancer care coordination. BHI 2016: 372-375 - [c93]Lei Wang, Danping Li, Tiancheng He, Stephen T. C. Wong, Zhong Xue:
Transductive Maximum Margin Classification of ADHD Using Resting State fMRI. MLMI@MICCAI 2016: 221-228 - 2015
- [j107]Xu Chen, Yanqiao Zhu, Fuhai Li, Zeyi Zheng, Eric C. Chang, Jinwen Ma, Stephen T. C. Wong:
Accurate segmentation of touching cells in multi-channel microscopy images with geodesic distance based clustering. Neurocomputing 149: 39-47 (2015) - [j106]Mamta Puppala, Tiancheng He, Shenyi Chen, Richard Ogunti, Xiaohui Yu, Fuhai Li, Robert Jackson, Stephen T. C. Wong:
METEOR: An Enterprise Health Informatics Environment to Support Evidence-Based Medicine. IEEE Trans. Biomed. Eng. 62(12): 2776-2786 (2015) - [j105]R. Atun, Yves A. Lussier, Carmen C. Y. Poon, Stephen T. C. Wong, Guang-Zhong Yang:
Editorial: Big Data for Health. IEEE J. Biomed. Health Informatics 19(4): 1191-1192 (2015) - [j104]Javier Andreu-Perez, Carmen C. Y. Poon, Robert D. Merrifield, Stephen T. C. Wong, Guang-Zhong Yang:
Big Data for Health. IEEE J. Biomed. Health Informatics 19(4): 1193-1208 (2015) - [j103]Jianting Sheng, Fuhai Li, Stephen T. C. Wong:
Optimal Drug Prediction From Personal Genomics Profiles. IEEE J. Biomed. Health Informatics 19(4): 1264-1270 (2015) - 2014
- [j102]Lei Huang, Fuhai Li, Jianting Sheng, Xiaofeng Xia, Jinwen Ma, Ming Zhan, Stephen T. C. Wong:
DrugComboRanker: drug combination discovery based on target network analysis. Bioinform. 30(12): 228-236 (2014) - [j101]Hai Li, Zhong Xue, Mario F. Dulay, Amit Verma, Christof Karmonik, Robert G. Grossman, Stephen T. C. Wong:
Fractional anisotropy asymmetry and the side of seizure origin for partial onset-temporal lobe epilepsy. Comput. Medical Imaging Graph. 38(6): 481-489 (2014) - [j100]Guangxu Jin, Stephen T. C. Wong:
Enhanced Petri Net: elucidating the pathway-level mechanism of targeted-therapy drugs. it Inf. Technol. 56(2): 67-75 (2014) - [j99]Jie Chen, Shankar Subramaniam, David S. Wishart, Stephen T. Wong:
Guest Editorial - Special Issue on '-Omics' Based Companion Diagnostics for Personalized Medicine. IEEE Trans. Biomed. Circuits Syst. 8(1): 1-3 (2014) - [j98]Manolis Tsiknakis, Vasilis J. Promponas, Norbert M. Graf, May D. Wang, Stephen T. C. Wong, Nikolaos G. Bourbakis, Constantinos S. Pattichis:
Guest Editorial: Computational Solutions to Large-Scale Data Management and Analysis in Translational and Personalized Medicine. IEEE J. Biomed. Health Informatics 18(3): 720-721 (2014) - [c92]Tiancheng He, Zhong Xue, Nam Yu, Bin S. Teh, Stephen T. Wong:
Spatial-Temporal Image-Constrained Lung 4D-CT Reconstruction for Radiotherapy Planning. CLIP@MICCAI 2014: 126-133 - [c91]Tiancheng He, Zhong Xue, Nam Yu, Paige L. Nitsch, Bin S. Teh, Stephen T. Wong:
Estimating Dynamic Lung Images from High-Dimension Chest Surface Motion Using 4D Statistical Model. MICCAI (2) 2014: 138-145 - [c90]Zheng Yin, Fuhai Li, Stephen T. C. Wong:
An Integrated Analytic Pipeline for Identifying and Predicting Genetic Interactions based on Perturbation Data from High Content Double RNAi Screening. XSEDE 2014: 7:1-7:2 - 2013
- [j97]Changhe Fu, Guangxu Jin, Junfeng Gao, Rui Zhu, Efren Ballesteros-Villagrana, Stephen T. C. Wong:
DrugMap Central: an on-line query and visualization tool to facilitate drug repositioning studies. Bioinform. 29(14): 1834-1836 (2013) - [j96]Peikai Chen, Yubo Fan, Tsz-Kwong Man, Y. S. Hung, Ching C. Lau, Stephen T. C. Wong:
A gene signature based method for identifying subtypes and subtype-specific drivers in cancer with an application to medulloblastoma. BMC Bioinform. 14(S-18): S1 (2013) - [j95]Fuhai Li, Hua Tan, Jaykrishna Singh, Jian Yang, Xiaofeng Xia, Jiguang Bao, Jinwen Ma, Ming Zhan, Stephen T. C. Wong:
A 3D multiscale model of cancer stem cell in tumor development. BMC Syst. Biol. 7(S-2): S12 (2013) - [j94]Fuhai Li, Zheng Yin, Guangxu Jin, Hong Zhao, Stephen T. C. Wong:
Chapter 17: Bioimage Informatics for Systems Pharmacology. PLoS Comput. Biol. 9(4) (2013) - [j93]Po Su, Jianhua Yang, Kongkuo Lu, Nam Yu, Stephen T. Wong, Zhong Xue:
A Fast CT and CT-Fluoroscopy Registration Algorithm With Respiratory Motion Compensation for Image-Guided Lung Intervention. IEEE Trans. Biomed. Eng. 60(7): 2034-2041 (2013) - [c89]Jie Cheng, Xiaoping Zhu, Hao Cheng, Hong Zhao, Stephen T. C. Wong:
A quantitative analysis of F-actin features and distribution in fluorescence microscopy images to distinguish cells with different modes of motility. EMBC 2013: 136-139 - [c88]Kongkuo Lu, Zhong Xue, Stephen T. Wong:
A robust semi-automatic approach for ROI segmentation in 3D CT images. EMBC 2013: 5119-5122 - [c87]Hai Li, Zhong Xue, Timothy M. Ellmore, Richard E. Frye, Stephen T. Wong:
Analyzing grey matter diffusivity of autism in the context of white matter connectivity. ISBI 2013: 1150-1153 - [c86]Xu Chen, Yanqiao Zhu, Fuhai Li, Zeyi Zheng, Eric Chang, Jinwen Ma, Stephen T. C. Wong:
A Novel Geodesic Distance Based Clustering Approach to Delineating Boundaries of Touching Cells. ISNN (2) 2013: 315-322 - [c85]Zhong Xue, Stephen T. C. Wong:
Simultaneous Tensor and Fiber Registration (STFR) for Diffusion Tensor Images of the Brain. AE-CAI 2013: 1-8 - [c84]Tiancheng He, Zhong Xue, Paige L. Nitsch, Bin S. Teh, Stephen T. Wong:
Helical Mode Lung 4D-CT Reconstruction Using Bayesian Model. MICCAI (3) 2013: 33-40 - [c83]Po Su, Jianhua Yang, Hai Li, Linda Chi, Zhong Xue, Stephen T. Wong:
Superpixel-Based Segmentation of Glioblastoma Multiforme from Multimodal MR Images. MBIA 2013: 74-83 - 2012
- [j92]Taoyi Chen, Zhong Xue, Changhong Wang, Zhenshen Qu, Kelvin K. Wong, Stephen T. C. Wong:
Motion correction for cellular-resolution multi-photon fluorescence microscopy imaging of awake head-restrained mice using speed embedded HMM. Comput. Medical Imaging Graph. 36(3): 171-182 (2012) - [j91]Tiancheng He, Zhong Xue, Kongkuo Lu, Miguel Valdivia y Alvarado, Kelvin K. Wong, Weixin Xie, Stephen T. C. Wong:
A minimally invasive multimodality image-guided (MIMIG) system for peripheral lung cancer intervention and diagnosis. Comput. Medical Imaging Graph. 36(5): 345-355 (2012) - [j90]Jing Fan, Xiaofeng Xia, Ying Li, Jennifer G. Dy, Stephen T. C. Wong:
A quantitative analytic pipeline for evaluating neuronal activities by high-throughput synaptic vesicle imaging. NeuroImage 62(3): 2040-2054 (2012) - [c82]Peikai Chen, Yubo Fan, Tsz-Kwong Man, Ching C. Lau, Y. S. Hung, Stephen T. C. Wong:
Extracting Key Pathways from Gene Signature and Genetic Aberrations in Subtypes of Cancer. CIBB 2012: 132-146 - [c81]Peikai Chen, Y. S. Hung, Yubo Fan, Stephen T. C. Wong:
An integrative bioinformatics approach for identifying subtypes and subtype-specific drivers in cancer. CIBCB 2012: 169-176 - [c80]Peikai Chen, Y. S. Hung, Tsz-Kwong Man, Ching C. Lau, Yubo Fan, Stephen T. C. Wong:
A gene signature based method for identifying subtypes and subtype-specific drivers in cancer with an application to medulloblastoma. ICCABS 2012: 1-6 - [c79]Hua Tan, Fuhai Li, Jaykrishna Singh, Xiaofeng Xia, Derek Cridebring, Jian Yang, Ming Zhan, Stephen T. C. Wong, Jiguang Bao, Jinwen Ma:
A 3-dimentional multiscale model to simulate tumor progression in response to interactions between cancer stem cells and tumor microenvironmental factors. ISB 2012: 297-303 - [c78]Hai Li, Zhong Xue, Timothy M. Ellmore, Richard E. Frye, Stephen T. C. Wong:
Identification of faulty DTI-based sub-networks in autism using network regularized SVM. ISBI 2012: 550-553 - [c77]Po Su, Zhong Xue, Linda Chi, Jianhua Yang, Stephen T. Wong:
Support vector machine (SVM) active learning for automated Glioblastoma segmentation. ISBI 2012: 598-601 - [c76]Tiancheng He, Zhong Xue, Yong Kim, Stephen T. Wong:
Three-dimensional dendritic spine detection based on minimal cross-sectional curvature. ISBI 2012: 1639-1642 - [c75]Po Su, Zhong Xue, Kongkuo Lu, Jianhua Yang, Stephen T. Wong:
Fast CT-CT fluoroscopy registration with respiratory motion compensation for image-guided lung intervention. Medical Imaging: Image-Guided Procedures 2012: 83161J - [c74]Kongkuo Lu, Sheng Xu, Zhong Xue, Stephen T. Wong:
Automatic segmentation and centroid detection of skin sensors for lung interventions. Medical Imaging: Image-Guided Procedures 2012: 831637 - [c73]Kongkuo Lu, Sheng Xu, Zhong Xue, Stephen T. Wong:
Live-wire-based segmentation of (3D) anatomical structures for image-guided lung interventions. Medical Imaging: Image Processing 2012: 83142J - [c72]Tiancheng He, Zhong Xue, Stephen T. C. Wong:
A novel approach for three dimensional dendrite spine segmentation and classification. Medical Imaging: Image Processing 2012: 831437 - 2011
- [j89]Guangxu Jin, Hong Zhao, Xiaobo Zhou, Stephen T. C. Wong:
An enhanced Petri-net model to predict synergistic effects of pairwise drug combinations from gene microarray data. Bioinform. 27(13): 310-316 (2011) - [j88]Hai Li, Zhong Xue, Kemi Cui, Stephen T. C. Wong:
Diffusion tensor-based fast marching for modeling human brain connectivity network. Comput. Medical Imaging Graph. 35(3): 167-178 (2011) - [j87]Zhong Xue, Dinggang Shen, Hai Li, Stephen T. C. Wong:
Tissue probability map constrained 4D clustering algorithm for increased accuracy and robustness in SerialMR brain image segmentation. Int. J. Medical Eng. Informatics 3(3): 286-298 (2011) - [j86]Peng Zhang, Houqiang Li, Honghui Wang, Stephen T. C. Wong, Xiaobo Zhou:
Peak Tree: A New Tool for Multiscale Hierarchical Representation and Peak Detection of Mass Spectrometry Data. IEEE ACM Trans. Comput. Biol. Bioinform. 8(4): 1054-1066 (2011) - [j85]Qing Li, Zhigang Deng, Yong Zhang, Xiaobo Zhou, U. Valentin Nägerl, Stephen T. C. Wong:
A Global Spatial Similarity Optimization Scheme to Track Large Numbers of Dendritic Spines in Time-Lapse Confocal Microscopy. IEEE Trans. Medical Imaging 30(3): 632-641 (2011) - [c71]Jing Fan, Xiaofeng Xia, Jennifer G. Dy, Stephen T. C. Wong:
Quantitative synaptic vesicle imaging for evaluating neuron activities in neurodegenerative diseases. ACSCC 2011: 421-425 - [c70]Yanqiao Zhu, Fuhai Li, Derek Cridebring, Jinwen Ma, Stephen T. C. Wong, Tegy J. Vadakkan, Mei Zhang, John Landua, Wei Wei, Mary E. Dickinson, Jeffrey M. Rosen, Michael T. Lewis:
Coupling Oriented Hidden Markov Random Field Model with Local Clustering for Segmenting Blood Vessels and Measuring Spatial Structures in Images of Tumor Microenvironment. BIBM 2011: 352-357 - [c69]Ahmad A. Hammoudi, Fuhai Li, Liang Gao, Zhiyong Wang, Michael J. Thrall, Yehia Massoud, Stephen T. C. Wong:
Automated Nuclear Segmentation of Coherent Anti-Stokes Raman Scattering Microscopy Images by Coupling Superpixel Context Information with Artificial Neural Networks. MLMI 2011: 317-325 - 2010
- [j84]Ranga Srinivasan, Qing Li, Xiaobo Zhou, Ju Lu, Jeff Lichtman, Stephen T. C. Wong:
Reconstruction of the neuromuscular junction connectome. Bioinform. 26(12): 64-70 (2010) - [j83]Fuhai Li, Xiaobo Zhou, Wanting Huang, Chung-Che Chang, Stephen T. C. Wong:
Conditional random pattern model for copy number aberration detection. BMC Bioinform. 11: 200 (2010) - [j82]Zheng Xia, Ling-Yun Wu, Xiaobo Zhou, Stephen T. C. Wong:
Semi-supervised drug-protein interaction prediction from heterogeneous biological spaces. BMC Syst. Biol. 4(S-2): S6 (2010) - [j81]Zhong Xue, Kelvin K. Wong, Stephen T. C. Wong:
Joint registration and segmentation of serial lung CT images for image-guided lung cancer diagnosis and therapy. Comput. Medical Imaging Graph. 34(1): 55-60 (2010) - [j80]J. C. Fu, C. C. Chen, J. W. Chai, Stephen T. C. Wong, I. C. Li:
Image segmentation by EM-based adaptive pulse coupled neural networks in brain magnetic resonance imaging. Comput. Medical Imaging Graph. 34(4): 308-320 (2010) - [j79]Hai Li, Zhong Xue, Lei Guo, Tianming Liu, Jill Hunter, Stephen T. C. Wong:
A hybrid approach to automatic clustering of white matter fibers. NeuroImage 49(2): 1249-1258 (2010) - [j78]Yong Zhang, Kun Chen, Matthew Baron, Merille A. Teylan, Yong Kim, Zhihuan Song, Paul Greengard, Stephen T. C. Wong:
A neurocomputational method for fully automated 3D dendritic spine detection and segmentation of medium-sized spiny neurons. NeuroImage 50(4): 1472-1484 (2010) - [j77]Zhong Xue, Hai Li, Lei Guo, Stephen T. C. Wong:
A local fast marching-based diffusion tensor image registration algorithm by simultaneously considering spatial deformation and tensor orientation. NeuroImage 52(1): 119-130 (2010) - [j76]Jie Cheng, Xiaobo Zhou, Eric L. Miller, Veronica A. Alvarez, Bernardo L. Sabatini, Stephen T. C. Wong:
Oriented Markov Random Field Based Dendritic Spine Segmentation for Fluorescence Microscopy Images. Neuroinformatics 8(3): 157-170 (2010) - [j75]Miao Wan, Pengfei Luo, Jiayi Jin, Jiong Xing, Zhiyong Wang, Stephen T. C. Wong:
Fabrication of Localized Surface Plasmon Resonance Fiber Probes Using Ionic Self-Assembled Gold Nanoparticles. Sensors 10(7): 6477-6487 (2010) - [j74]Fuhai Li, Xiaobo Zhou, Jinwen Ma, Stephen T. C. Wong:
Multiple Nuclei Tracking Using Integer Programming for Quantitative Cancer Cell Cycle Analysis. IEEE Trans. Medical Imaging 29(1): 96-105 (2010) - [j73]Yu-Bing Chang, James J. Xia, Jaime Gateno, Zixiang Xiong, Xiaobo Zhou, Stephen T. C. Wong:
An Automatic and Robust Algorithm of Reestablishment of Digital Dental Occlusion. IEEE Trans. Medical Imaging 29(9): 1652-1663 (2010) - [j72]Jianqiu Zhang, Xiaobo Zhou, Honghui Wang, Anthony Suffredini, Lin Zhang, Yufei Huang, Stephen T. C. Wong:
Bayesian peptide peak detection for high resolution TOF mass spectrometry. IEEE Trans. Signal Process. 58(11): 5883-5894 (2010) - [c68]Taoyi Chen, Yong Zhang, Changhong Wang, Zhenshen Qu, Stephen T. C. Wong:
Neural stem cell segmentation using local complex phase information. ICIP 2010: 3637-3640 - [c67]Tiancheng He, Zhong Xue, Kelvin K. Wong, Miguel Valdivia y Alvarado, Yong Zhang, Weixin Xie, Stephen T. C. Wong:
A Minimally Invasive Multimodality Image-Guided (MIMIG) Molecular Imaging System for Peripheral Lung Cancer Intervention and Diagnosis. IPCAI 2010: 102-112 - [c66]