Jiayin Zhou
Orcid: 0000-0002-1365-6012
According to our database1,
Jiayin Zhou
authored at least 49 papers
between 2002 and 2023.
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Bibliography
2023
To assemble or not to assemble: metagenomic profiling of microbially mediated biogeochemical pathways in complex communities.
Briefings Bioinform., January, 2023
2019
Proceedings of the AsianCHI@CHI 2019: Asian CHI Symposium, 2019
2018
Coronary Artery Segmentation by Deep Learning Neural Networks on Computed Tomographic Coronary Angiographic Images.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Fast segmentation and modeling of hepatic components for the planning of robot-assisted liver tumor ablation.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Stenosis detection and quantification on cardiac CTCA using panoramic MIP of coronary arteries.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Volume Preserved Mass-Spring Model with Novel Constraints for Soft Tissue Deformation.
IEEE J. Biomed. Health Informatics, 2016
Data and feature mixed ensemble based extreme learning machine for medical object detection and segmentation.
Multim. Tools Appl., 2016
2015
The L<sub>0</sub> Regularized Mumford-Shah Model for Bias Correction and Segmentation of Medical Images.
IEEE Trans. Image Process., 2015
Proceedings of the Computer-Assisted and Robotic Endoscopy - Second International Workshop, 2015
A Composite of Features for Learning-Based Coronary Artery Segmentation on Cardiac CT Angiography.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015
Quantification of coronary artery Stenosis by Area Stenosis from cardiac CT angiography.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
A virtual surgical training system that simulates cutting of soft tissue using a modified pre-computed elastic model.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Hybrid classifiers ensemble with an undersampling scheme for liver tumor segmentation.
Proceedings of the 10th International Conference on Information, 2015
2014
A Two-Stage Image Segmentation Method Using Euler's Elastica Regularized Mumford-Shah Model.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Simultaneous bias correction and image segmentation via L0 regularized Mumford-Shah model.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Random feature subspace ensemble based Extreme Learning Machine for liver tumor detection and segmentation.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Prostate boundary segment extraction using cascaded shape regression and optimal surface detection.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Region-Based Nasopharyngeal Carcinoma Lesion Segmentation from MRI Using Clustering- and Classification-Based Methods with Learning.
J. Digit. Imaging, 2013
GPU-friendly gallbladder modeling in laparoscopic cholecystectomy surgical training system.
Comput. Electr. Eng., 2013
Int. J. Comput. Assist. Radiol. Surg., 2013
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
Planning of Middle Hepatic Vein-Guided Hemihepatectomy: Resection Pathway Construction and Optimization.
Proceedings of the Augmented Reality Environments for Medical Imaging and Computer-Assisted Interventions, 2013
Efficient and robust image segmentation with a new piecewise-smooth decomposition model.
Proceedings of the IEEE International Conference on Image Processing, 2013
Segmentation of hepatic tumor from abdominal CT data using an improved support vector machine framework.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Synchronous simulation for deformation of liver and gallbladder with stretch and compression compensation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Planning of hepatectomy for tumor resection: Resection surface construction and optimization.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
A fuzzy clustering vessel segmentation method incorporating line-direction information.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Delineation of Liver Tumors from CT Scans Using Spectral Clustering with Out-of-Sample Extension and Multi-windowing.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012
A semi-automatic approach to the segmentation of liver parenchyma from 3D CT images with Extreme Learning Machine.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Segmentation of Liver Vasculature From Contrast Enhanced CT Images Using Context-Based Voting.
IEEE Trans. Biomed. Eng., 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Medical Imaging 2011: Visualization, 2011
Segmentation of Skull Base Tumors from MRI Using a Hybrid Support Vector Machine-Based Method.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
Liver tumor detection in CT images by adaptive contrast enhancement and the EM/MPM algorithm.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
2009
Comput. Methods Programs Biomed., 2009
Construction of a linear unbiased diffeomorphic probabilistic liver atlas from CT images.
Proceedings of the International Conference on Image Processing, 2009
2008
Semi-supervised Nasopharyngeal Carcinoma Lesion Extraction from Magnetic Resonance Images Using Online Spectral Clustering with a Learned Metric.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
2007
Extraction of Metastatic Lymph Nodes from MR Images Using Two Deformable Model-based Approaches.
J. Digit. Imaging, 2007
2006
Nasopharyngeal carcinoma lesion segmentation from MR images by support vector machine.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2003
Comput. Biol. Medicine, 2003
2002
Tumor volume measurement for nasopharyngeal carcinoma using knowledge-based fuzzy clustering MRI segmentation.
Proceedings of the Medical Imaging 2002: Image Processing, 2002