Browsing by Author Li, Changyang

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Issue DateTitleAuthor(s)Citation
2016Adapting content-based image retrieval techniques for the semantic annotation of medical imagesDyer, Shane; Feng, Dagan 'David'; Fulham, Michael; Kim, Jinman; Kumar, Ashnil; Leong, Philip; Li, Changyang; Electrical Engineering; Schl Information Technologies; Central Clinical School: Medicine; Schl Information Technologies; Schl Information Technologies; Electrical Engineering; Schl Information TechnologiesAdapting content-based image retrieval techniques for the semantic annotation of medical images, Computerized Medical Imaging and Graphics, vol.49, N/A, 2016,pp 37-45
2016Adaptive background search and foreground estimation for saliency detection via comprehensive autoencoderFeng, Dagan 'David'; Kim, Jinman; Li, Ang; Li, Changyang; Wang, Xiu Ying; Yan, Ke; Yuan, Yuchen; Information Technologies; Information Technologies; Information Technologies; Information Technologies; Information Technologies; Information Technologies; Information TechnologiesAdaptive background search and foreground estimation for saliency detection via comprehensive autoencoder, Proceedings of the 23rd IEEE International Conference on Image Processing (ICIP 2016), vol.N/A, 2016, pp. 2767-2771
2014Adaptive noise estimation from highly textured hyperspectral imagesCai, Tom Weidong; Feng, Dagan; Fu, Peng; Li, Changyang; Ji, Zexuan; Sun, Quansen; Xia, Yong; Schl Information Technologies; Schl Information Technologies; Schl Information Technologies; Schl Information TechnologiesAdaptive noise estimation from highly textured hyperspectral images, Applied Optics, vol.53, 30, 2014,pp 7059-7071
2011Automated CT liver segmentation using improved Chan-Vese model with global shape constrained energyFeng, Dagan; Li, Changyang; Wang, Xiu Ying; Zheng, Chaojie; Yin, Yong; Schl Information Technologies; Schl Information Technologies; Schl Information Technologies; Schl Information TechnologiesAutomated CT liver segmentation using improved Chan-Vese model with global shape constrained energy, Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE, vol.N/A, 2011, pp. 3415-3418
2012Automated PET-guided liver segmentation from low-contrast CT volumes using probabilistic atlasFeng, Dagan; Li, Changyang; Wang, Xiu Ying; Xia, Yong; Eberl, Stefan; Yin, Yong; Schl Information Technologies; Schl Information Technologies; Schl Information Technologies; Schl Information TechnologiesAutomated PET-guided liver segmentation from low-contrast CT volumes using probabilistic atlas, Computer Methods and Programs in Biomedicine, vol.107, 2, 2012,pp 164-174
2015Automated Saliency-Based Lesion Segmentation in Dermoscopic ImagesAhn, Eujoon; Bi, Lei; Feng, Dagan; Fulham, Michael; Jung, Youn Hyun; Kim, Jinman; Li, Changyang; Schl Information Technologies; Schl Information Technologies; Schl Information Technologies; Central Clinical School: Medicine; Schl Information Technologies; Schl Information Technologies; Schl Information TechnologiesAutomated Saliency-Based Lesion Segmentation in Dermoscopic Images, Proceedings of the 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2015), vol.N/A, 2015, pp. 3009-3012
2013Automated segmentation of prostate MR images using prior knowledge enhanced random walkerEberl, Stefan; Feng, Dagan; Fulham, Michael; Li, Ang; Li, Changyang; Wang, Xiu Ying; Schl Information Technologies; Schl Information Technologies; Central Clinical School: Medicine; Schl Information Technologies; Schl Information Technologies; Schl Information TechnologiesAutomated segmentation of prostate MR images using prior knowledge enhanced random walker, 2013 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2013, vol.N/A, 2013, pp. 450-456
2017Automatic Measurement of Thalamic Diameter in 2D Fetal Ultrasound Brain Images using Shape Prior Constrained Regularized Level SetsBenzie, Ronald; Feng, Dagan 'David'; Kim, Jinman; Kumar, Ashnil; Li, Changyang; Nanan, Ralph; Peek, Michael; Quinton, Ann; Sridar, Pradeeba; Woo, Joyce; Kumar, R. Krishna; Nepean Clinical School: Obstetrics & Gynaecology; Information Technologies; Information Technologies; Information Technologies; Information Technologies; Nepean Clinical School: Paediatrics & Child Health; Nepean Clinical School: Obstetrics & Gynaecology; Nepean Clinical School: Obstetrics & Gynaecology; Nepean Clinical School: Medicine; BiochemistryAutomatic Measurement of Thalamic Diameter in 2D Fetal Ultrasound Brain Images using Shape Prior Constrained Regularized Level Sets, IEEE Journal of Biomedical and Health Informatics, vol.21, 4, 2017,pp 1069-1078
2016Automatic prostate segmentation on MR images with deep network and graph modelFeng, Dagan 'David'; Khadra, Mohamed; Kim, Jinman; Li, Ang; Li, Changyang; Wang, Xiu Ying; Yan, Ke; Yuan, Yuchen; Information Technologies; Medicine; Information Technologies; Information Technologies; Information Technologies; Information Technologies; Information Technologies; Information TechnologiesAutomatic prostate segmentation on MR images with deep network and graph model, Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2016), vol.N/A, 2016, pp. 635-638
2016A combinatorial Bayesian and Dirichlet model for prostate MR image segmentation using probabilistic image featuresEberl, Stefan; Feng, Dagan 'David'; Fulham, Michael; Li, Ang; Li, Changyang; Wang, Xiu Ying; Schl Information Technologies; Schl Information Technologies; Schl Information Technologies; Schl Information Technologies; Schl Information Technologies; Schl Information TechnologiesA combinatorial Bayesian and Dirichlet model for prostate MR image segmentation using probabilistic image features, Physics in Medicine and Biology, vol.61, 16, 2016,pp 6085-6104
2016Comprehensive autoencoder for prostate recognition on MR imagesFeng, Dagan 'David'; Kim, Jinman; Li, Ang; Li, Changyang; Wang, Xiu Ying; Yan, Ke; Yuan, Yuchen; Li, Biao; Schl Information Technologies; Schl Information Technologies; Schl Information Technologies; Schl Information Technologies; Schl Information Technologies; Schl Information Technologies; Schl Information TechnologiesComprehensive autoencoder for prostate recognition on MR images, Proceedings of the 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), vol.N/A, 2016, pp. 1190-1194
2016DeepGene: an advanced cancer type classifier based on deep learning and somatic point mutationsCai, Weidong Tom; Feng, Dagan 'David'; Kim, Jinman; Li, Changyang; Yuan, Yuchen; Han, Zeguan; Shi, Yi; Information Technologies; Information Technologies; Information Technologies; Information Technologies; Information TechnologiesDeepGene: an advanced cancer type classifier based on deep learning and somatic point mutations, BMC Bioinformatics, vol.17, Suppl 17, 2016,pp 243-256
2017Dual-stage deep learning framework for pigment epithelium detachment segmentation in polypoidal choroidal vasculopathyFeng, Dagan 'David'; Kim, Jinman; Li, Changyang; Wang, Xiu Ying; Yan, Ke; Su, Li; Xu, Xun; Xu, Yupeng; Yu, Suqin; Information Technologies; Information Technologies; Information Technologies; Information Technologies; Information TechnologiesDual-stage deep learning framework for pigment epithelium detachment segmentation in polypoidal choroidal vasculopathy, Biomedical Optics Express, vol.8, 9, 2017,pp 4061-4076
2014Image Noise Level Estimation Based on A New Adaptive Superpixel ClassificationCai, Tom Weidong; Feng, Dagan; Fu, Peng; Li, Changyang; Sun, Quansen; Schl Information Technologies; Schl Information Technologies; Schl Information Technologies; Schl Information TechnologiesImage Noise Level Estimation Based on A New Adaptive Superpixel Classification, 2014 IEEE International Conference on Image Processing (ICIP), vol.N/A, 2014, pp. 2649-2653
2013Joint probabilistic model of shape and intensity for multiple abdominal organ segmentation from volumetric CT imagesFeng, Dagan; Li, Changyang; Wang, Xiu Ying; Eberl, Stefan; Fulham, Michael J.; Li, Junli; Ying, Yong; Schl Information Technologies; Schl Information Technologies; Schl Information TechnologiesJoint probabilistic model of shape and intensity for multiple abdominal organ segmentation from volumetric CT images, IEEE Journal of Biomedical and Health Informatics, vol.17, 1, 2013,pp 92-102
2013A Likelihood and Local Constraint Level Set Model for Liver Tumor Segmentation from CT VolumesEberl, Stefan; Feng, Dagan; Fulham, Michael; Li, Changyang; Wang, Xiu Ying; Chen, Jinhu; Yin, Yong; Schl Information Technologies; Schl Information Technologies; Central Clinical School: Medicine; Schl Information Technologies; Schl Information TechnologiesA Likelihood and Local Constraint Level Set Model for Liver Tumor Segmentation from CT Volumes, I E E E Transactions on Biomedical Engineering, vol.60, 10, 2013,pp 2967-2977
2015A Locally Constrained Random Walk Approach for Airway Segmentation on Low-Contrast Computed Tomography (CT) ImagesBi, Lei; Feng, Dagan; Fulham, Michael; Huang, Robin; Jung, Youn Hyun; Kim, Jinman; Li, Changyang; Schl Information Technologies; Schl Information Technologies; Central Clinical School: Medicine; Schl Information Technologies; Schl Information Technologies; Schl Information Technologies; Schl Information TechnologiesA Locally Constrained Random Walk Approach for Airway Segmentation on Low-Contrast Computed Tomography (CT) Images, Proceedings 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2015), vol.N/A, 2015, pp. 1-7
2016A locally constrained statistical shape model for robust nasal cavity segmentation in computed tomographyBi, Lei; Feng, Dagan 'David'; Huang, Robin; Kim, Jinman; King, Gregory; Li, Ang; Li, Changyang; Young, Paul; Schl Information Technologies; Schl Information Technologies; Schl Information Technologies; Schl Information Technologies; Central Clinical School: Woolcock Inst. of Medical Research; Schl Information Technologies; Schl Information Technologies; School of Medical Sciences: PharmacologyA locally constrained statistical shape model for robust nasal cavity segmentation in computed tomography, Proceedings of the 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), vol.N/A, 2016, pp. 1334-1337
2016Multilevel affinity graph for unsupervised image segmentationFeng, Dagan 'David'; Li, Ang; Li, Changyang; Wang, Xiu Ying; Yan, Ke; Information Technologies; Information Technologies; Information Technologies; Information Technologies; Information TechnologiesMultilevel affinity graph for unsupervised image segmentation, Proceedings of the 23rd IEEE International Conference on Image Processing (ICIP 2016), vol.N/A, 2016, pp. 1264-1268
2013A New Energy Framework With Distribution Descriptors for Image SegmentationEberl, Stefan; Feng, Dagan; Fulham, Michael; Li, Changyang; Wang, Xiu Ying; Schl Information Technologies; Schl Information Technologies; Central Clinical School: Medicine; Schl Information Technologies; Schl Information TechnologiesA New Energy Framework With Distribution Descriptors for Image Segmentation, IEEE Transactions on Image Processing, vol.22, 9, 2013,pp 3578-3590