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2020 – today
- 2023
- [j66]Shu Zhang, Jinru Wu, Enze Shi, Sigang Yu, Yongfeng Gao, Lihong Li, Licheng Ryan Kuo, Marc Jason Pomeroy, Jerome Zhengrong Liang:
MM-GLCM-CNN: A multi-scale and multi-level based GLCM-CNN for polyp classification. Comput. Medical Imaging Graph. 108: 102257 (2023) - [j65]Yongfeng Gao, Siming Lu, Yongyi Shi, Shaojie Chang, Hao Zhang, Wei Hou, Lihong Li, Zhengrong Liang:
A Joint-Parameter Estimation and Bayesian Reconstruction Approach to Low-Dose CT. Sensors 23(3): 1374 (2023) - [j64]Shaojie Chang, Yongfeng Gao, Marc Jason Pomeroy, Ti Bai, Hao Zhang, Siming Lu, Perry J. Pickhardt, Amit Gupta, Michael Reiter, Elaine S. Gould, Zhengrong Liang:
Exploring Dual-Energy CT Spectral Information for Machine Learning-Driven Lesion Diagnosis in Pre-Log Domain. IEEE Trans. Medical Imaging 42(6): 1835-1845 (2023) - [j63]Yongfeng Gao, Jiaxing Tan, Yongyi Shi, Hao Zhang, Siming Lu, Amit Gupta, Haifang Li, Michael Reiter, Zhengrong Liang:
Machine Learned Texture Prior From Full-Dose CT Database via Multi-Modality Feature Selection for Bayesian Reconstruction of Low-Dose CT. IEEE Trans. Medical Imaging 42(11): 3129-3139 (2023) - [c100]Yongfeng Gao, Shaojie Chang, Marc Jason Pomeroy, Lihong Li, Zhengrong Liang:
Using virtual monoenergetic images in Karhunen-Loève domain to differentiate lesion pathology. Medical Imaging: Computer-Aided Diagnosis 2023 - 2022
- [j62]Weiguo Cao, Marc Jason Pomeroy, Shu Zhang, Jiaxing Tan, Zhengrong Liang, Yongfeng Gao, Almas F. Abbasi, Perry J. Pickhardt:
An Adaptive Learning Model for Multiscale Texture Features in Polyp Classification via Computed Tomographic Colonography. Sensors 22(3): 907 (2022) - [j61]Weiguo Cao, Marc Jason Pomeroy, Zhengrong Liang, Almas F. Abbasi, Perry J. Pickhardt, Hongbing Lu:
Vector textures derived from higher order derivative domains for classification of colorectal polyps. Vis. Comput. Ind. Biomed. Art 5(1): 16 (2022) - [j60]Haofan Huang, Xiaxia Yu, Mu Tian, Weizhen He, Shawn Xiang Li, Zhengrong Liang, Yi Gao:
Open-source algorithm and software for computed tomography-based virtual pancreatoscopy and other applications. Vis. Comput. Ind. Biomed. Art 5(1): 20 (2022) - [c99]Weiguo Cao, Marc Jason Pomeroy, Yongfeng Gao, Perry J. Pickhardt, Almas F. Abbasi, Jela Bandovic, Zhengrong Liang:
A vector representation of local image contrast patterns for lesion classification. Medical Imaging: Computer-Aided Diagnosis 2022 - [c98]Shaojie Chang, Yongfeng Gao, Marc Jason Pomeroy, Siming Lu, Zhengrong Liang:
A feasibility study of computer-aided diagnosis with DECT Bayesian reconstruction for polyp classification. Medical Imaging: Computer-Aided Diagnosis 2022 - [c97]Shu Zhang, Jinru Wu, Sigang Yu, Ruoyang Wang, Enze Shi, Yongfeng Gao, Zhengrong Liang:
A Bagging Strategy-Based Multi-scale Texture GLCM-CNN Model for Differentiating Malignant from Benign Lesions Using Small Pathologically Proven Dataset. MMMI@MICCAI 2022: 44-53 - [i1]Weiguo Cao, Marc Jason Pomeroy, Zhengrong Liang, Yongfeng Gao, Yongyi Shi, Jiaxing Tan, Fangfang Han, Jing Wang, Jianhua Ma, Hongbin Lu, Almas F. Abbasi, Perry J. Pickhardt:
Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity. CoRR abs/2205.14029 (2022) - 2020
- [j59]Fangfang Han, Linkai Yan, Junxin Chen, Yueyang Teng, Shuo Chen, Shouliang Qi, Wei Qian, Jie Yang, William Moore, Shu Zhang, Zhengrong Liang:
Predicting Unnecessary Nodule Biopsies from a Small, Unbalanced, and Pathologically Proven Dataset by Transfer Learning. J. Digit. Imaging 33(3): 685-696 (2020) - [j58]Yuanke Zhang, Jiangjun Peng, Dong Zeng, Qi Xie, Sui Li, Zhaoying Bian, Yongbo Wang, Yong Zhang, Qian Zhao, Hao Zhang, Zhengrong Liang, Hongbing Lu, Deyu Meng, Jianhua Ma:
Contrast-Medium Anisotropy-Aware Tensor Total Variation Model for Robust Cerebral Perfusion CT Reconstruction With Low-Dose Scans. IEEE Trans. Computational Imaging 6: 1375-1388 (2020) - [j57]Jiaxing Tan, Yongfeng Gao, Zhengrong Liang, Weiguo Cao, Marc Jason Pomeroy, Yumei Huo, Lihong Li, Matthew A. Barish, Almas F. Abbasi, Perry J. Pickhardt:
3D-GLCM CNN: A 3-Dimensional Gray-Level Co-Occurrence Matrix-Based CNN Model for Polyp Classification via CT Colonography. IEEE Trans. Medical Imaging 39(6): 2013-2024 (2020) - [j56]Yongyi Shi, Yongfeng Gao, Yanbo Zhang, Junqi Sun, Xuanqin Mou, Zhengrong Liang:
Spectral CT Reconstruction via Low-Rank Representation and Region-Specific Texture Preserving Markov Random Field Regularization. IEEE Trans. Medical Imaging 39(10): 2996-3007 (2020) - [c96]Shu Zhang, Weiguo Cao, Marc Jason Pomeroy, Yongfeng Gao, Jiaxing Tan, Zhengrong Liang:
A deep learning based integration of multiple texture patterns from intensity, gradient and curvature GLCMs in differentiating the malignant from benign polyps. Medical Imaging: Computer-Aided Diagnosis 2020 - [c95]Weiguo Cao, Marc Jason Pomeroy, Shu Zhang, Perry J. Pickhardt, Hongbing Lu, Zhengrong Liang:
Deformation robust texture features for polyp classification via CT colonography. Medical Imaging: Computer-Aided Diagnosis 2020 - [c94]Marc Jason Pomeroy, Yi Wang, Anushka Banerjee, Almas F. Abbasi, Matthew A. Barish, Edward Sun, Juan Carlos Bucobo, Perry J. Pickhardt, Zhengrong Liang:
Integration of optical and virtual colonoscopy images for enhanced classification of colorectal polyps. Medical Imaging: Computer-Aided Diagnosis 2020 - [c93]Jiaxing Tan, Shu Zhang, Weiguo Cao, Yongfeng Gao, Lihong Li, Yumei Huo, Zhengrong Liang:
A multi-stage fusion strategy for multi-scale GLCM-CNN model in differentiating malignant from benign polyps. Medical Imaging: Computer-Aided Diagnosis 2020
2010 – 2019
- 2019
- [j55]Shu Zhang, Fangfang Han, Zhengrong Liang, Jiaxing Tan, Weiguo Cao, Yongfeng Gao, Marc Jason Pomeroy, Kenneth Ng, Wei Hou:
An investigation of CNN models for differentiating malignant from benign lesions using small pathologically proven datasets. Comput. Medical Imaging Graph. 77 (2019) - [j54]Yongfeng Gao, Zhengrong Liang, William Moore, Hao Zhang, Marc Jason Pomeroy, John A. Ferretti, Thomas V. Bilfinger, Jianhua Ma, Hongbing Lu:
A Feasibility Study of Extracting Tissue Textures From a Previous Full-Dose CT Database as Prior Knowledge for Bayesian Reconstruction of Current Low-Dose CT Images. IEEE Trans. Medical Imaging 38(8): 1981-1992 (2019) - [j53]Weiguo Cao, Marc Jason Pomeroy, Yongfeng Gao, Matthew A. Barish, Almas F. Abbasi, Perry J. Pickhardt, Zhengrong Liang:
Multi-scale characterizations of colon polyps via computed tomographic colonography. Vis. Comput. Ind. Biomed. Art 2: 1-12 (2019) - [j52]Yongfeng Gao, Yongyi Shi, Weiguo Cao, Shu Zhang, Zhengrong Liang:
Energy enhanced tissue texture in spectral computed tomography for lesion classification. Vis. Comput. Ind. Biomed. Art 2: 1-12 (2019) - [j51]Yongfeng Gao, Jiaxing Tan, Zhengrong Liang, Lihong Li, Yumei Huo:
Improved computer-aided detection of pulmonary nodules via deep learning in the sinogram domain. Vis. Comput. Ind. Biomed. Art 2: 1-9 (2019) - [j50]Jerome Zhengrong Liang:
Editorial: medical imaging modeling. Vis. Comput. Ind. Biomed. Art 2: 1-3 (2019) - [c92]Jiaxing Tan, Yongfeng Gao, Weiguo Cao, Marc Jason Pomeroy, Shu Zhang, Yumei Huo, Lihong Li, Zhengrong Liang:
GLCM-CNN: Gray Level Co-occurrence Matrix based CNN Model for Polyp Diagnosis. BHI 2019: 1-4 - [c91]Marc Jason Pomeroy, Almas F. Abbasi, Kevin Baker, Matthew A. Barish, Samuel Stanley III, Kenneth Ng, Perry J. Pickhardt, Zhengrong Liang:
Improved polyp classification by inclusion of the surrounding colon wall textures. Medical Imaging: Computer-Aided Diagnosis 2019: 109502W - [c90]Hainan Sang, Jiang Meng, Yang Liu, Zhengrong Liang, Hongbing Lu:
The detection of non-polypoid colorectal lesions using the texture feature extracted from intact colon wall: a pilot study. Medical Imaging: Computer-Aided Diagnosis 2019: 109502X - [c89]Yi Wang, Marc Jason Pomeroy, Weiguo Cao, Yongfeng Gao, Edward Sun, Samuel Stanley III, Juan Carlos Bucobo, Zhengrong Liang:
Differentiation of polyps by clinical colonoscopy via integrated color information, image derivatives and machine learning. Medical Imaging: Computer-Aided Diagnosis 2019: 109502Y - [c88]Yi Wang, Marc Jason Pomeroy, Weiguo Cao, Yongfeng Gao, Edward Sun, Samuel Stanley III, Zhengrong Liang, Juan Carlos Bucobo:
Polyp classification by Weber's Law as texture descriptor for clinical colonoscopy. Medical Imaging: Computer-Aided Diagnosis 2019: 109502V - [c87]Fangfang Han, Linkai Yan, Chen Li, Shouliang Qi, William Moore, Zhengrong Liang, Wei Qian:
Predicting unnecessary nodule biopsy for a small lung cancer screening dataset by less-abstractive deep features. Medical Imaging: Computer-Aided Diagnosis 2019: 109503Q - [c86]Weiguo Cao, Marc Jason Pomeroy, Perry J. Pickhardt, Matthew A. Barish, Samuel Stanley III, Zhengrong Liang:
A local geometrical metric-based model for polyp classification. Medical Imaging: Computer-Aided Diagnosis 2019: 1095014 - [c85]Jiaxing Tan, Yongfeng Gao, Yumei Huo, Lihong Li, Zhengrong Liang:
Sharpness preserved sinogram synthesis using convolutional neural network for sparse-view CT imaging. Medical Imaging: Image Processing 2019: 109490E - [c84]Marc Jason Pomeroy, Matthew A. Barish, Perry J. Pickhardt, Jie Yang, Zhengrong Liang:
A statistical analysis of oral tagging in CT colonography and its impact on flat polyp detection and characterization. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2019: 1095215 - 2018
- [j49]Bo Chen, Zhaoying Bian, Xiaohui Zhou, Wensheng Chen, Jianhua Ma, Zhengrong Liang:
A new Mumford-Shah total variation minimization based model for sparse-view x-ray computed tomography image reconstruction. Neurocomputing 285: 74-81 (2018) - [j48]Wensheng Chen, Jie You, Bo Chen, Binbin Pan, Lihong Li, Marc Jason Pomeroy, Zhengrong Liang:
A sparse representation and dictionary learning based algorithm for image restoration in the presence of Rician noise. Neurocomputing 286: 130-140 (2018) - [c83]Bo Chen, Shan Huang, Wensheng Chen, Zhengrong Liang:
A Novel Hybrid Active Contour Model for Medical Image Segmentation Driven by Legendre Polynomials. CIS 2018: 369-373 - [c82]Peng Gao, Junyan Rong, Tianshuai Liu, Wenli Zhang, Huangsheng Pu, Zhengrong Liang, Hongbing Lu:
Direct prior regularization from anatomical images for cone beam x-ray luminescence computed tomography reconstruction. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 105781I - [c81]Junyan Rong, Yuanke Zhang, Tianshuai Liu, Peng Gao, Yuxiang Xing, Zhengrong Liang, Hongbing Lu:
Low dose CT reconstruction with nonlocal means-based prior predicted from normal-dose CT database. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 1057821 - [c80]Marc Jason Pomeroy, Hongbing Lu, Perry J. Pickhardt, Zhengrong Liang:
Histogram-based adaptive gray level scaling for texture feature classification of colorectal polyps. Medical Imaging: Computer-Aided Diagnosis 2018: 105752A - [c79]Bo Chen, Lihong C. Li, Huafeng Wang, Xinzhou Wei, Shan Huang, Wensheng Chen, Zhengrong Liang:
A new fractional order derivative based active contour model for colon wall segmentation. Medical Imaging: Computer-Aided Diagnosis 2018: 1057517 - [c78]Jiaxing Tan, Yumei Huo, Zhengrong Liang, Lihong Li:
A Fast Automatic Juxta-pleural Lung Nodule Detection Framework Using Convolutional Neural Networks and Vote Algorithm. Patch-MI@MICCAI 2018: 85-92 - [c77]Bo Chen, Shan Huang, Feifei Xie, Lihong C. Li, Wensheng Chen, Zhengrong Liang:
A new medical image segmentation model based on fractional order differentiation and level set. Medical Imaging: Image Processing 2018: 1057435 - 2017
- [j47]Yongkai Liu, Chaijie Duan, Jerome Zhengrong Liang, Jing Hu, Hongbing Lu, Mingyue Luo:
Haustral loop extraction for CT colonography using geodesics. Int. J. Comput. Assist. Radiol. Surg. 12(3): 379-388 (2017) - [j46]Jerome Zhengrong Liang, Patrick J. La Rivière, Georges El Fakhri, Stephen J. Glick, Jeffrey H. Siewerdsen:
Guest Editorial Low-Dose CT: What Has Been Done, and What Challenges Remain? IEEE Trans. Medical Imaging 36(12): 2409-2416 (2017) - [j45]Qi Xie, Dong Zeng, Qian Zhao, Deyu Meng, Zongben Xu, Zhengrong Liang, Jianhua Ma:
Robust Low-Dose CT Sinogram Preprocessing via Exploiting Noise-Generating Mechanism. IEEE Trans. Medical Imaging 36(12): 2487-2498 (2017) - [j44]Dong Zeng, Qi Xie, Wenfei Cao, Jiahui Lin, Hao Zhang, Shanli Zhang, Jing Huang, Zhaoying Bian, Deyu Meng, Zongben Xu, Zhengrong Liang, Wufan Chen, Jianhua Ma:
Low-Dose Dynamic Cerebral Perfusion Computed Tomography Reconstruction via Kronecker-Basis-Representation Tensor Sparsity Regularization. IEEE Trans. Medical Imaging 36(12): 2546-2556 (2017) - [c76]Jiaxing Tan, Yumei Huo, Zhengrong Liang, Lihong Li:
Apply Convolutional Neural Network to Lung Nodule Detection: Recent Progress and Challenges. ICSH 2017: 214-222 - [c75]Yang Liu, Huangsheng Pu, Xi Zhang, Baojuan Li, Zhengrong Liang, Hongbing Lu:
A feasibility study on estimation of tissue mixture contributions in 3D arterial spin labeling sequence. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 1013721 - [c74]Marc Jason Pomeroy, Zhengrong Liang, Anthony Brehm:
Evaluation of a pulmonary strain model by registration of dynamic CT scans. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 1013729 - [c73]Harmanpreet Singh, Lihong C. Li, Marc Jason Pomeroy, Perry J. Pickhardt, Matthew A. Barish, Donald P. Harrington, Zhengrong Liang:
A study of oral contrast coating on the surface of polyps: an implication for computer-aided detection and classification of polyps. Medical Imaging: Computer-Aided Diagnosis 2017: 101340I - [c72]Fangfang Han, Bowen Song, He Ma, Wei Qian, Zhengrong Liang:
Risk prediction of small pulmonary nodules based on novel CT image texture markers. Medical Imaging: Computer-Aided Diagnosis 2017: 101343Q - [c71]Marc Jason Pomeroy, Lihong C. Li, Hao Han, Xinzhou Wei, Perry J. Pickhardt, Zhengrong Liang:
False positive reduction for wall thickness-based detection of colonic flat polyps via CT colonography. Medical Imaging: Computer-Aided Diagnosis 2017: 1013434 - [c70]Huafeng Wang, Lihong C. Li, Xinzhou Wei, Wanquan Liu, Yuehai Wang, Zhengrong Liang:
A new framework for detection of initial flat polyp candidates based on a dual level set competition model. Medical Imaging: Computer-Aided Diagnosis 2017: 1013435 - [c69]Tingting Zhao, Huafeng Wang, Lihong Li, Yifang Qi, Haoqi Gao, Fangfang Han, Zhengrong Liang, Yanmin Qi, Yuan Cao:
A Hybrid CNN Feature Model for Pulmonary Nodule Differentiation Task. BIVPCS/POCUS@MICCAI 2017: 19-26 - 2016
- [j43]Shanzhou Niu, Shanli Zhang, Jing Huang, Zhaoying Bian, Wufan Chen, Gaohang Yu, Zhengrong Liang, Jianhua Ma:
Low-dose cerebral perfusion computed tomography image restoration via low-rank and total variation regularizations. Neurocomputing 197: 143-160 (2016) - [j42]Hao Han, Qin Lin, Lihong Li, Chaijie Duan, Hongbing Lu, Haifang Li, Zengmin Yan, John Fitzgerald, Zhengrong Liang:
α-Information-Based Registration of Dynamic Scans for Magnetic Resonance Cystography. IEEE J. Biomed. Health Informatics 20(4): 1160-1170 (2016) - [j41]Hao Zhang, Hao Han, Zhengrong Liang, Yifan Hu, Yan Liu, William Moore, Jianhua Ma, Hongbing Lu:
Extracting Information From Previous Full-Dose CT Scan for Knowledge-Based Bayesian Reconstruction of Current Low-Dose CT Images. IEEE Trans. Medical Imaging 35(3): 860-870 (2016) - [j40]Yifan Hu, Zhengrong Liang, Bowen Song, Hao Han, Perry J. Pickhardt, Wei Zhu, Chaijie Duan, Hao Zhang, Matthew A. Barish, Chris E. Lascarides:
Texture Feature Extraction and Analysis for Polyp Differentiation via Computed Tomography Colonography. IEEE Trans. Medical Imaging 35(6): 1522-1531 (2016) - [j39]Hao Zhang, Hao Han, Zhengrong Liang, Yifan Hu, Yan Liu, William Moore, Jianhua Ma, Hongbing Lu:
Erratum to "Extracting Information From Previous Full-Dose CT Scan for Knowledge-Based Bayesian Reconstruction of Current Low-Dose CT Images". IEEE Trans. Medical Imaging 35(6): 1587 (2016) - [c68]Yifan Hu, Hao Han, Wei Zhu, Lihong C. Li, Perry J. Pickhardt, Zhengrong Liang:
An integrated classifier for computer-aided diagnosis of colorectal polyps based on random forest and location index strategies. Medical Imaging: Computer-Aided Diagnosis 2016: 97851L - 2015
- [j38]Huafeng Wang, Yuexi Chen, Lihong Li, Haixia Pan, Xianfeng Gu, Zhengrong Liang:
A novel colon wall flattening model for computed tomographic colonography: method and validation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 3(4): 213-221 (2015) - [j37]Hao Zhang, Jianhua Ma, Jing Wang, Yan Liu, Hao Han, Hongbing Lu, William Moore, Zhengrong Liang:
Statistical image reconstruction for low-dose CT using nonlocal means-based regularization. Part II: An adaptive approach. Comput. Medical Imaging Graph. 43: 26-35 (2015) - [j36]Fangfang Han, Huafeng Wang, Guopeng Zhang, Hao Han, Bowen Song, Lihong Li, William Moore, Hongbing Lu, Hong Zhao, Zhengrong Liang:
Texture Feature Analysis for Computer-Aided Diagnosis on Pulmonary Nodules. J. Digit. Imaging 28(1): 99-115 (2015) - [j35]Hao Han, Lihong Li, Fangfang Han, Bowen Song, William Moore, Zhengrong Liang:
Fast and Adaptive Detection of Pulmonary Nodules in Thoracic CT Images Using a Hierarchical Vector Quantization Scheme. IEEE J. Biomed. Health Informatics 19(2): 648-659 (2015) - [c67]Yifan Hu, Bowen Song, Perry J. Pickhardt, Zhengrong Liang:
Distance weighted 'inside disc' classifier for computer-aided diagnosis of colonic polyps. Medical Imaging: Computer-Aided Diagnosis 2015: 94140R - [c66]Hao Han, Lihong Li, Chaijie Duan, Yang Zhao, Huafeng Wang, Zhengrong Liang:
Detection of colonic polyp candidates with level set-based thickness mapping over the colon wall. Medical Imaging: Computer-Aided Diagnosis 2015: 94141F - [c65]Xi Zhang, Yang Liu, Baojuan Li, Guopeng Zhang, Zhengrong Liang, Hongbing Lu:
A pilot study on bladder wall thickness at different filling stages. Medical Imaging: Computer-Aided Diagnosis 2015: 94143O - [c64]Huafeng Wang, Wenfeng Song, Lihong Li, Haixia Pan, Ming Ma, Weifeng Lv, Zhaohui Zhong, Zhengrong Liang:
A Novel Dual LevelSets Competition Model for Colon Region Segmentation. CARE@MICCAI 2015: 117-128 - [c63]Yang Liu, Baojuan Li, Xi Zhang, Linchuan Zhang, Zhengrong Liang, Hongbing Lu:
Partial volume correction for arterial spin labeling data using spatial-temporal information. Medical Imaging: Image Processing 2015: 941325 - 2014
- [j34]Bowen Song, Guopeng Zhang, Wei Zhu, Zhengrong Liang:
ROC operating point selection for classification of imbalanced data with application to computer-aided polyp detection in CT colonography. Int. J. Comput. Assist. Radiol. Surg. 9(1): 79-89 (2014) - [j33]Bowen Song, Guopeng Zhang, Hongbing Lu, Huafeng Wang, Wei Zhu, Perry J. Pickhardt, Zhengrong Liang:
Volumetric texture features from higher-order images for diagnosis of colon lesions via CT colonography. Int. J. Comput. Assist. Radiol. Surg. 9(6): 1021-1031 (2014) - [j32]Hao Zhang, Jianhua Ma, Jing Wang, Yan Liu, Hongbing Lu, Zhengrong Liang:
Statistical image reconstruction for low-dose CT using nonlocal means-based regularization. Comput. Medical Imaging Graph. 38(6): 423-435 (2014) - [j31]Hua Zhang, Jing Huang, Jianhua Ma, Zhaoying Bian, Qianjin Feng, Hongbing Lu, Zhengrong Liang, Wufan Chen:
Iterative Reconstruction for X-Ray Computed Tomography Using Prior-Image Induced Nonlocal Regularization. IEEE Trans. Biomed. Eng. 61(9): 2367-2378 (2014) - [j30]Yan Liu, Zhengrong Liang, Jianhua Ma, Hongbing Lu, Ke Wang, Hao Zhang, William Moore:
Total Variation-Stokes Strategy for Sparse-View X-ray CT Image Reconstruction. IEEE Trans. Medical Imaging 33(3): 749-763 (2014) - [j29]Yan Liu, Zhengrong Liang, Jianhua Ma, Hongbing Lu, Ke Wang, Hao Zhang, William Moore:
Correction to "Total Variation-Stokes Strategy for Sparse-View X-ray CT Image Reconstruction". IEEE Trans. Medical Imaging 33(4): 1004 (2014) - [c62]Shanzhou Niu, Jianhua Ma, Jing Huang, Zhaoying Bian, Zhengrong Liang, Wufan Chen:
Second order total generalized variation for low-dose computed tomography image reconstruction. ISBI 2014: 173-176 - [c61]Zhaoying Bian, Jing Huang, Jianhua Ma, Hua Zhang, Zhengrong Liang, Wufan Chen:
Iterative image reconstruction for low-dose x-ray CT using a sinogram restoration induced edge-preserving prior. ISBI 2014: 1160-1163 - [c60]Bowen Song, Guopeng Zhang, Hongbing Lu, Huafeng Wang, Fangfang Han, Wei Zhu, Zhengrong Liang:
An improved high order texture features extraction method with application to pathological diagnosis of colon lesions for CT colonography. Medical Imaging: Computer-Aided Diagnosis 2014: 90350C - [c59]Huafeng Wang, Lihong C. Li, Hao Han, Hao Peng, Bowen Song, Xinzhou Wei, Zhengrong Liang:
Automated polyp measurement based on colon structure decomposition for CT colonography. Medical Imaging: Computer-Aided Diagnosis 2014: 90350B - [c58]Hao Han, Lihong Li, Huafeng Wang, Hao Zhang, William Moore, Zhengrong Liang:
A novel computer-aided detection system for pulmonary nodule identification in CT images. Medical Imaging: Computer-Aided Diagnosis 2014: 90352D - [c57]Fangfang Han, Huafeng Wang, Bowen Song, Guopeng Zhang, Hongbing Lu, William Moore, Zhengrong Liang, Hong Zhao:
Efficient 3D texture feature extraction from CT images for computer-aided diagnosis of pulmonary nodules. Medical Imaging: Computer-Aided Diagnosis 2014: 90352C - [c56]Huafeng Wang, Lihong C. Li, Hao Han, Bowen Song, Hao Peng, Yunhong Wang, Lihua Wang, Zhengrong Liang:
A novel colonic polyp volume segmentation method for computer tomographic colonography. Medical Imaging: Computer-Aided Diagnosis 2014: 90352W - [c55]Hao Peng, Lihong C. Li, Huafeng Wang, Hao Han, Perry J. Pickhardt, Zhengrong Liang:
An adaptive approach to centerline extraction for CT colonography using MAP-EM segmentation and distance field. Medical Imaging: Computer-Aided Diagnosis 2014: 903510 - [c54]Huafeng Wang, Wenfeng Song, Lihong Li, Yuan Cao, Haixia Pan, Ming Ma, Jiang Huang, Guangming Mao, Zhengrong Liang:
A Novel Approach on the Colon Wall Segmentation and Its' Application. CARE@MICCAI 2014: 34-45 - [c53]Huafeng Wang, Wenfeng Song, Katherine Wei, Yuan Cao, Haixia Pan, Ming Ma, Jiang Huang, Guangming Mao, Zhengrong Liang:
A Novel Minimal Surface Overlay Model for the Whole Colon Wall Segmentation. ABDI@MICCAI 2014: 179-187 - 2013
- [j28]Junhai Wen, Kangping Zhang, Cuifen Li, Zhengrong Liang:
Analytical cone-beam SPECT reconstruction algorithm with non-uniform attenuation for general non-circular orbit. Comput. Biol. Medicine 43(9): 1221-1233 (2013) - [j27]Zhaoying Bian, Jianhua Ma, Jing Huang, Hua Zhang, Shanzhou Niu, Qianjin Feng, Zhengrong Liang, Wufan Chen:
SR-NLM: A sinogram restoration induced non-local means image filtering for low-dose computed tomography. Comput. Medical Imaging Graph. 37(4): 293-303 (2013) - [j26]Hao Han, Lihong Li, Chaijie Duan, Hao Zhang, Yang Zhao, Zhengrong Liang:
A unified EM approach to bladder wall segmentation with coupled level-set constraints. Medical Image Anal. 17(8): 1192-1205 (2013) - [j25]Hongbin Zhu, Matthew A. Barish, Perry J. Pickhardt, Zhengrong Liang:
Haustral Fold Segmentation With Curvature-Guided Level Set Evolution. IEEE Trans. Biomed. Eng. 60(2): 321-331 (2013) - [j24]Qin Lin, Zhengrong Liang, Chaijie Duan, Jianhua Ma, Haifang Li, C. Roque, Jie Yang, Guangxiang Zhang, Hongbing Lu, Xiaohai He:
Motion Correction for MR Cystography by an Image Processing Approach. IEEE Trans. Biomed. Eng. 60(9): 2401-2410 (2013) - [c52]Fangfang Han, Huafeng Wang, Bowen Song, Guopeng Zhang, Hongbing Lu, William Moore, Hong Zhao, Zhengrong Liang:
A new 3D texture feature based computer-aided diagnosis approach to differentiate pulmonary nodules. Medical Imaging: Computer-Aided Diagnosis 2013: 86702Z - [c51]Bowen Song, Guopeng Zhang, Huafeng Wang, Wei Zhu, Zhengrong Liang:
A dimension reduction strategy for improving the efficiency of computer-aided detection for CT colonography. Medical Imaging: Computer-Aided Diagnosis 2013: 86702A - [c50]Huafeng Wang, Lihong Li, Bowen Song, Fangfang Han, Zhengrong Liang:
A shape constrained MAP-EM algorithm for colorectal segmentation. Medical Imaging: Computer-Aided Diagnosis 2013: 86702F - [c49]Huafeng Wang, Lihong Li, Hao Peng, Hao Han, Bowen Song, Yunhong Wang, Xianfeng Gu, Zhengrong Liang:
A Novel Computer Aided Detection (CADe) Scheme for Colonic Polyps Based on the Structure Decomposition. Abdominal Imaging 2013: 63-72 - [c48]Huafeng Wang, Lihong Li, Hao Han, Rui Shi, Bowen Song, Hao Peng, Yan Liu, Xianfeng Gu, Yunhong Wang, Zhengrong Liang:
A 2.5D Colon Wall Flattening Model for CT-Based Virtual Colonoscopy. MLMI 2013: 203-210 - 2012
- [j23]Chaijie Duan, Kehong Yuan, Fanghua Liu, Ping Xiao, Guoqing Lv, Zhengrong Liang:
An Adaptive Window-Setting Scheme for Segmentation of Bladder Tumor Surface via MR Cystography. IEEE Trans. Inf. Technol. Biomed. 16(4): 720-729 (2012) - [c47]Hongbin Zhu, Matthew A. Barish, Lihong Li, Bowen Song, Donald P. Harrington, Perry J. Pickhardt, Zhengrong Liang:
Automatic colonic fold segmentation for computed tomography colonography. Medical Imaging: Computer-Aided Diagnosis 2012: 83150X - [c46]Hao Zhang, Lihong Li, Hongbin Zhu, Qin Lin, Donald P. Harrington, Zhengrong Liang:
An integrated electronic colon cleansing for CT colonoscopy via MAP-EM segmentation and scale-based scatter correction. Medical Imaging: Computer-Aided Diagnosis 2012: 83151L - [c45]Rui Shi, Wei Zeng, Jerome Zhengrong Liang, Xianfeng David Gu:
Efficient Topological Cleaning for Visual Colon Surface Flattening. Abdominal Imaging 2012: 20-29 - 2011
- [j22]Chaijie Duan, Kehong Yuan, Fanghua Liu, Ping Xiao, Guoqing Lv, Zhengrong Liang:
Volume-Based Features for Detection of Bladder Wall Abnormal Regions via MR Cystography. IEEE Trans. Biomed. Eng. 58(9): 2506-2512 (2011) - [c44]Hongbin Zhu, Lihong Li, Yi Fan, Qin Lin, Hongbing Lu, Xianfeng Gu, Zhengrong Liang:
Automatic teniae coli detection for computed tomography colonography. Medical Imaging: Computer-Aided Diagnosis 2011: 79632N - 2010
- [j21]Chaijie Duan, Zhengrong Liang, Shanglian Bao, Hongbin Zhu, Su Wang, Guangxiang Zhang, John J. Chen, Hongbing Lu:
A Coupled Level Set Framework for Bladder Wall Segmentation With Application to MR Cystography. IEEE Trans. Medical Imaging 29(3): 903-915 (2010) - [c43]Hongbin Zhu, Matthew A. Barish, Perry J. Pickhardt, Yi Fan, Erica Posniak, Robert Richards, Zhengrong Liang:
Projection-based features for reducing false positives in computer-aided detection of colonic polyps in CT colonography. Medical Imaging: Computer-Aided Diagnosis 2010: 76240B - [c42]Hongbin Zhu, Su Wang, Yi Fan, Hongbing Lu, Zhengrong Liang:
Eigenvalue-weighting and feature selection for computer-aided polyp detection in CT colonography. Medical Imaging: Computer-Aided Diagnosis 2010: 76241V - [c41]Hongbin Zhu, Yi Fan, Zhengrong Liang:
Improved Curvature Estimation for Shape Analysis in Computer-Aided Detection of Colonic Polyps. Virtual Colonoscopy and Abdominal Imaging 2010: 9-14 - [c40]Hongbin Zhu, Lihong Li, Yi Fan, Zhengrong Liang:
Haustral Fold Segmentation of CT Colonography Using Ridge Line Detection. Virtual Colonoscopy and Abdominal Imaging 2010: 24-31 - [c39]Fanghua Liu, Chaijie Duan, Kehong Yuan, Zhengrong Liang, Shanglian Bao:
Detecting Bladder Abnormalities Based on Inter-layer Intensity Curve for Virtual Cystoscopy. Virtual Colonoscopy and Abdominal Imaging 2010: 76-83 - [c38]Ruirui Jiang, Hongbin Zhu, Wei Zeng, Xiaokang Yu, Yi Fan, Xianfeng Gu, Zhengrong Liang:
Bladder wall flattening with conformal mapping for MR cystography. Medical Imaging: Image-Guided Procedures 2010: 76250E - [c37]Hongbin Zhu, Chaijie Duan, Ruirui Jiang, Lihong Li, Yi Fan, Xiaokang Yu, Wei Zeng, Xianfeng Gu, Zhengrong Liang:
Computer-aided detection of bladder tumors based on the thickness mapping of bladder wall in MR images. Medical Imaging: Image Processing 2010: 76234H
2000 – 2009
- 2009
- [j20]Su Wang, Hongyu Lu, Zhengrong Liang:
A theoretical solution to MAP-EM partial volume segmentation of medical images. Int. J. Imaging Syst. Technol. 19(2): 111-119 (2009) - [j19]Zhengrong Liang, Su Wang:
An EM Approach to MAP Solution of Segmenting Tissue Mixtures: A Numerical Analysis. IEEE Trans. Medical Imaging 28(2): 297-310 (2009) - [j18]Zhengrong Liang, Su Wang:
Erratum to "An EM Approach to MAP Solution of Segmenting Tissue Mixtures: A Numerical Analysis". IEEE Trans. Medical Imaging 28(4): 631 (2009) - [c36]Xin Zhao, Su Wang, Hongbin Zhu, Zhengrong Liang:
Reduction of false positives by machine learning for computer-aided detection of colonic polyps. Medical Imaging: Computer-Aided Diagnosis 2009: 72602N - [c35]Hongbin Zhu, Chaijie Duan, Zhengrong Liang:
Computer-aided detection of initial polyp candidates with level set-based adaptive convolution. Medical Imaging: Computer-Aided Diagnosis 2009: 72602T - [c34]Xin Liu, Hongbing Lu, Hanyong Chen, Li Zhao, Zhengxing Shi, Zhengrong Liang:
Quantitative measurement and analysis for detection and treatment planning of developmental dysplasia of the hip. Medical Imaging: Computer-Aided Diagnosis 2009: 72603N - [c33]Chun Jiao, Dongming Hong, Hongbing Lu, Jianqi Wang, Qin Lin, Zhengrong Liang:
3D finite element model for treatment of cleft lip. Medical Imaging: Image-Guided Procedures 2009: 726126 - [c32]Chaijie Duan, Shanglian Bao, Zhengrong Liang:
A coupled level-set framework for bladder wall segmentation with application to MRI-based virtual cystoscopy. Medical Imaging: Image Processing 2009: 72593Z - 2008
- [j17]Su Wang, Hongbin Zhu, Hongbing Lu, Zhengrong Liang:
Volume-based feature analysis of mucosa for automatic initial polyp detection in virtual colonoscopy. Int. J. Comput. Assist. Radiol. Surg. 3(1-2): 131-142 (2008) - [j16]Jing Wang, Hongbing Lu, Junhai Wen, Zhengrong Liang:
Multiscale Penalized Weighted Least-Squares Sinogram Restoration for Low-Dose X-Ray Computed Tomography. IEEE Trans. Biomed. Eng. 55(3): 1022-1031 (2008) - [c31]Su Wang, Hongyu Lu, Zhengrong Liang:
A Theoretical Solution to Partial Volume MAP-EM Tissue Mixture Segmentation 93 for CT/MRI Imaging Modalities. IWCIA Special Track on Applications 2008: 93-102 - [c30]Zhengrong Liang, Lihong Li, Hongbing Lu, Wei Huang, Alina Tudorica, Lauren Krupp:
An Integrated MRI and MRS Approach to Evaluation of Multiple Sclerosis with Cognitive Impairment. ICMB 2008: 200-207 - 2007
- [j15]Jerome Zhengrong Liang, Hongbing Lu, Dimitris N. Metaxas, Joseph M. Reinhardt:
Guest Editorial: Medical Imaging Informatics - an Information Processing from Image Formation to Visualization. Int. J. Image Graph. 7(1): 1-15 (2007) - [j14]Yi Fan, Hongbing Lu, Chongyang Hao, Zhengrong Liang, Zhiming Zhou:
Fast Analytical Reconstruction of Gated Cardiac SPECT with Non-Uniform Attenuation Compensation. Int. J. Image Graph. 7(1): 87-104 (2007) - 2006
- [j13]Zigang Wang, Zhengrong Liang, Xiang Li, Lihong Li, Bin Li, Daria Eremina, Hongbing Lu:
An Improved Electronic Colon Cleansing Method for Detection of Colonic Polyps by Virtual Colonoscopy. IEEE Trans. Biomed. Eng. 53(8): 1635-1646 (2006) - [j12]Jing Wang, Tianfang Li, Hongbing Lu, Zhengrong Liang:
Penalized weighted least-squares approach to sinogram noise reduction and image reconstruction for low-dose X-ray computed tomography. IEEE Trans. Medical Imaging 25(10): 1272-1283 (2006) - [c29]Jing Wang, Zhengrong Liang, Hongbing Lu:
Multiscale Penalized Weighted Least-Squares Sinogram Restoration for Low-Dose X-Ray Computed Tomography. EMBC 2006: 3282-3285 - [c28]Zhengrong Liang, Lihong Li, Daria Eremina, Hongbing Lu:
Tissue Mixture Characterization In The Presence of Mri Inhomogeneity by the Em Algorithm. ICASSP (2) 2006: 1140-1143 - [c27]Daria Eremina, Xiang Li, Wei Zhu, Jing Wang, Zhengrong Liang:
Investigation on an EM framework for partial volume image segmentation. Medical Imaging: Image Processing 2006: 61444D - 2005
- [j11]Tianfang Li, Junhai Wen, Guoping Han, Hongbing Lu, Zhengrong Liang:
Evaluation of an efficient compensation method for quantitative fan-beam brain SPECT reconstruction. IEEE Trans. Medical Imaging 24(2): 170-179 (2005) - [j10]Tianfang Li, Jiangsheng You, Junhai Wen, Zhengrong Liang:
An efficient reconstruction method for nonuniform attenuation compensation in nonparallel beam geometries based on Novikov's explicit inversion formula. IEEE Trans. Medical Imaging 24(10): 1357-1368 (2005) - [c26]Bin Li, Hongbing Lu, Wenli Cai, Xiang Li, Jie Meng, Zhengrong Liang:
Computer aided diagnosis and treatment planning for developmental dysplasia of the hip. Medical Imaging: Image-Guided Procedures 2005 - [c25]Jing Wang, Hongbing Lu, Tianfang Li, Zhengrong Liang:
Sinogram noise reduction for low-dose CT by statistics-based nonlinear filters. Medical Imaging: Image Processing 2005 - 2004
- [j9]Jerome Zhengrong Liang, William E. Higgins, Ronald M. Summers, Hiro Yoshida:
Introduction to the special section on virtual endoscopy. IEEE Trans. Medical Imaging 23(11): 1333-1334 (2004) - [c24]Zigang Wang, Lihong Li, Joseph Anderson, Donald P. Harrington, Zhengrong Liang:
Colonic polyp characterization and detection based on both morphological and texture features. CARS 2004: 1004-1009 - [c23]Hongbing Lu, Zhengrong Liang, Bin Li, Xiang Li, Jie Meng, Xin Liu:
Mixture-based bone segmentation and its application in computer aided diagnosis and treatment planning. ICIG 2004: 507-510 - [c22]Reinhard W. Schulte, Vladimir Bashkirov, David Williams, Hartmut Sadrozinski, Tianfang Li, Zhengrong Liang, Steven Peggs, Todd Satogata:
Nanoparticle-Enhanced Proton Computed Tomography: A Monte Carlo Simulation Study. ISBI 2004: 1353-1360 - [c21]Bin Li, Zigang Wang, Eric Smouha, Dongqing Chen, Zhengrong Liang:
Accelerating virtual surgery simulation for congenital aural atresia. Medical Imaging: Image-Guided Procedures 2004 - [c20]Tianfang Li, Jerome Zhengrong Liang:
Reconstruction with most likely trajectory for proton computed tomography. Medical Imaging: Image Processing 2004 - [c19]Xiang Li, Zhengrong Liang, Pengpeng Zhang, Gerald J. Kutcher:
Accurate colon residue detection algorithm with partial volume segmentation. Medical Imaging: Image Processing 2004 - [c18]Tianfang Li, Jing Wang, Junhai Wen, Xiang Li, Hongbing Lu, Jiang Hsieh, Zhengrong Liang:
SNR-weighted sinogram smoothing with improved noise-resolution properties for low-dose x-ray computed tomography. Medical Imaging: Image Processing 2004 - [c17]Zigang Wang, Lihong Li, Joseph Anderson, Donald P. Harrington, Zhengrong Liang:
Computer-aided detection and diagnosis of colon polyps with morphological and texture features. Medical Imaging: Image Processing 2004 - 2003
- [c16]Xiang Li, Lihong Li, Hongbing Lu, Dongqing Chen, Zhengrong Liang:
Inhomogeneity correction for magnetic resonance images with fuzzy C-mean algorithm. Medical Imaging: Image Processing 2003 - [c15]Tianfang Li, Junhai Wen, Hongbing Lu, Xiang Li, Zhengrong Liang:
High-resolution reconstruction for 3D SPECT. Medical Imaging: Image Processing 2003 - [c14]Zigang Wang, Lihong Li, Xiang Li, Zhengrong Liang, Donald P. Harrington:
Skeleton-based 3D computer-aided detection of colonic polyps. Medical Imaging: Image Processing 2003 - [c13]Junhai Wen, Hongbing Lu, Tianfang Li, Zhengrong Liang:
Analytical solution to 3D SPECT reconstruction with non-uniform attenuation, scatter, and spatially-variant resolution variation for variable focal-length fan-beam collimators. Medical Imaging: Image Processing 2003 - 2002
- [j8]Ming Wan, Zhengrong Liang, Qi Ke, Lichan Hong, Ingmar Bitter, Arie E. Kaufman:
Automatic Centerline Extraction for Virtual Colonoscopy. IEEE Trans. Medical Imaging 21(11): 1450-1460 (2002) - [c12]Junhai Wen, Tianfang Li, Zhengrong Liang:
Ray-driven analytical fan-beam SPECT reconstruction with nonuniform attenuation. ISBI 2002: 629-632 - [c11]Zigang Wang, Zhengrong Liang:
Sphere light field rendering. Medical Imaging: Image-Guided Procedures 2002 - [c10]Zigang Wang, Zhengrong Liang:
Feature-based rendering for 2D/3D partial volume segmentation datasets. Medical Imaging: Image-Guided Procedures 2002 - [c9]Xiang Li, Zigang Wang, Hongbing Lu, Zhengrong Liang:
Automated segmentation method for the 3D ultrasound carotid image based on geometrically deformable model with automatic merge function. Medical Imaging: Image Processing 2002 - [c8]Hongbing Lu, Junhai Wen, Xiang Li, Tianfang Li, Guoping Han, Zhengrong Liang:
Toward an analytical solution for 3D SPECT reconstruction with nonuniform attenuation and distance-dependent resolution variation: a Monte Carlo simulation study. Medical Imaging: Image Processing 2002 - 2001
- [j7]Taosong He, Lichan Hong, Dongqing Chen, Zhengrong Liang:
Reliable Path for Virtual Endoscopy: Ensuring Complete Examination of Human Organs. IEEE Trans. Vis. Comput. Graph. 7(4): 333-342 (2001) - [c7]Lihong Li, Dongqing Chen, Hongbing Lu, Zhengrong Liang:
Segmentation of brain MR images: a self-adaptive online vector quantization approach. Medical Imaging: Image Processing 2001 - [c6]Dongqing Chen, Lihong Li, Daeki Yoon, J. H. Lee, Zhengrong Liang:
Renormalization method for inhomogeneity correction of MR images. Medical Imaging: Image Processing 2001 - [c5]Hongbing Lu, Dongqing Chen, Lihong Li, Guoping Han, Zhengrong Liang:
Combined transformation of ordering SPECT sinograms for signal extraction from measurements with Poisson noise. Medical Imaging: Image Processing 2001 - 2000
- [j6]Dongqing Chen, Zhengrong Liang, Mark R. Wax, Lihong Li, Bin Li, Arie E. Kaufman:
A Novel Approach to Extract Colon Lumen from CT Images for Virtual Colonoscopy. IEEE Trans. Medical Imaging 19(12): 1220-1226 (2000) - [c4]Dongqing Chen, Bin Li, Zhengrong Liang, Ming Wan, Arie E. Kaufman, Mark R. Wax:
Tree-branch-searching multiresolution approach to skeletonization for virtual endoscopy. Medical Imaging: Image Processing 2000
1990 – 1999
- 1999
- [j5]Jiangsheng You, Zhengrong Liang, Gengsheng L. Zeng:
A Unified Reconstruction Framework for Both Parallel-Beam and Variable Focal Length Fan-Beam Collimators by a Cormack-Type Inversion of Exponential Radon Transform. IEEE Trans. Medical Imaging 18(18): 59-65 (1999) - [c3]Ming Wan, Qingyu Tang, Arie E. Kaufman, Zhengrong Liang, Mark Wax:
Volume Rendering Based Interactive Navigation within the Human Colon. IEEE Visualization 1999: 397-400 - 1998
- [j4]Jiangsheng You, Zhengrong Liang, Shanglian Bao:
A Harmonic Decomposition Reconstruction Algorithm for Spatially-Varying Focal Length Collimators. IEEE Trans. Medical Imaging 17(6): 995-1002 (1998) - [c2]Jiangsheng You, Weiguo Lu, Jian Li, Gene Gindi, Zhengrong Liang:
Image Matching for Translation Rotation and Uniform Scaling by the Radon Transform. ICIP (1) 1998: 847-851 - 1997
- [j3]Jiangsheng You, Shanglian Bao, Zhengrong Liang:
Benefits of Angular Expression to Reconstruction Algorithms for Collimators with Spatially Varying Focal Lengths. IEEE Trans. Medical Imaging 16(5): 527-531 (1997) - [c1]Suya You, Lichan Hong, Ming Wan, Kittiboon Junyaprasert, Arie E. Kaufman, Shigeru Muraki, Yong Zhou, Mark Wax, Zhengrong Liang:
Interactive volume rendering for virtual colonoscopy. IEEE Visualization 1997: 433-436 - 1994
- [j2]Zhengrong Liang:
Detector response restoration in image reconstruction of high resolution positron emission tomography. IEEE Trans. Medical Imaging 13(2): 314-321 (1994) - [j1]Zhengrong Liang, James R. MacFall, Donald P. Harrington:
Parameter estimation and tissue segmentation from multispectral MR images. IEEE Trans. Medical Imaging 13(3): 441-449 (1994)
Coauthor Index
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