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Kunlin Cao
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2020 – today
- 2023
- [j17]Mujun An, Junhuan Li, Xiaoyang Xu, Uwe Joseph Schoepf, Rock H. Savage, Kunlin Cao, Qi Song, Zeying Wang, Zhi Liu, Yuwei Li, Pengfei Zhang:
A deep learning-based fully automatic and clinical-ready framework for regional myocardial segmentation and myocardial ischemia evaluation. Medical Biol. Eng. Comput. 61(6): 1507-1520 (2023) - [j16]Zhenghan Fang, Junjie Bai, Xinyu Guo, Xin Wang, Feng Gao, Hao-Yu Yang, Bin Kong, Ying Hou, Kunlin Cao, Qi Song, Jun Xia, Youbing Yin:
Annotation-Efficient COVID-19 Pneumonia Lesion Segmentation Using Error-Aware Unified Semisupervised and Active Learning. IEEE Trans. Artif. Intell. 4(2): 255-267 (2023) - [j15]Yang Zhang, Xian Zhang, Canghong Shi, Xi Wu, Xiaojie Li, Jing Peng, Kunlin Cao, Jiancheng Lv, Jiliu Zhou:
Pluralistic Face Inpainting With Transformation of Attribute Information. IEEE Trans. Multim. 25: 7967-7979 (2023) - 2022
- [j14]Xiaojie Li, Mingxuan Tang, Feng Guo, Yuanxi Li, Kunlin Cao, Qi Song, Xi Wu, Shanhui Sun, Jiliu Zhou:
DDNet: 3D densely connected convolutional networks with feature pyramids for nasopharyngeal carcinoma segmentation. IET Image Process. 16(1): 39-48 (2022) - [j13]Cong Chen, Shouyang Dong, Ye Tian, Kunlin Cao, Li Liu, Yuanhao Guo:
Temporal Self-Ensembling Teacher for Semi-Supervised Object Detection. IEEE Trans. Multim. 24: 3679-3692 (2022) - [c23]Bin Kong, Xin Wang, Yi Lu, Hao-Yu Yang, Kunlin Cao, Qi Song, Youbing Yin:
Ultrasonography Uterus and Fetus Segmentation with Constrained Spatial-Temporal Memory FCN. MIUA 2022: 253-261 - 2021
- [j12]Sheng Li, Guizhi Zhang, Youbing Yin, Qiuxia Xie, Xinyu Guo, Kunlin Cao, Qi Song, Jian Guan, Xuhui Zhou:
One deep learning local-global model based on CT imaging to differentiate between nodular cryptococcosis and lung cancer which are hard to be diagnosed. Comput. Medical Imaging Graph. 94: 102009 (2021) - [j11]Jing Hu, Ziwei Luo, Xin Wang, Shanhui Sun, Youbing Yin, Kunlin Cao, Qi Song, Siwei Lyu, Xi Wu:
End-to-end multimodal image registration via reinforcement learning. Medical Image Anal. 68: 101878 (2021) - 2020
- [j10]Ziwei Luo, Xin Wang, Xi Wu, Youbing Yin, Kunlin Cao, Qi Song, Jing Hu:
A Spatiotemporal Agent for Robust Multimodal Registration. IEEE Access 8: 75347-75358 (2020) - [j9]Bin Kong, Xin Wang, Junjie Bai, Yi Lu, Feng Gao, Kunlin Cao, Jun Xia, Qi Song, Youbing Yin:
Learning tree-structured representation for 3D coronary artery segmentation. Comput. Medical Imaging Graph. 80: 101688 (2020) - [c22]Danfeng Guo, Haihua Wei, Pengfei Zhao, Yue Pan, Hao-Yu Yang, Xin Wang, Junjie Bai, Kunlin Cao, Qi Song, Jun Xia, Feng Gao, Youbing Yin:
Simultaneous Classification and Segmentation of Intracranial Hemorrhage Using a Fully Convolutional Neural Network. ISBI 2020: 118-121 - [i6]Cong Chen, Shouyang Dong, Ye Tian, Kunlin Cao, Li Liu, Yuanhao Guo:
Temporal Self-Ensembling Teacher for Semi-Supervised Object Detection. CoRR abs/2007.06144 (2020)
2010 – 2019
- 2019
- [j8]Jinrong Hu, Shanhui Sun, Xiaodong Yang, Shuang Zhou, Xin Wang, Ying Fu, Jiliu Zhou, Youbing Yin, Kunlin Cao, Qi Song, Xi Wu:
Towards Accurate and Robust Multi-Modal Medical Image Registration Using Contrastive Metric Learning. IEEE Access 7: 132816-132827 (2019) - [j7]Dan Wu, Xin Wang, Junjie Bai, Xiaoyang Xu, Bin Ouyang, Yuwei Li, Heye Zhang, Qi Song, Kunlin Cao, Youbing Yin:
Automated anatomical labeling of coronary arteries via bidirectional tree LSTMs. Int. J. Comput. Assist. Radiol. Surg. 14(2): 271-280 (2019) - [c21]Hao-Yu Yang, Junling Yang, Yue Pan, Kunlin Cao, Qi Song, Feng Gao, Youbing Yin:
Learn To Be Uncertain: Leveraging Uncertain Labels In Chest X-rays With Bayesian Neural Networks. CVPR Workshops 2019: 5-8 - [c20]Zhihui Guo, Junjie Bai, Yi Lu, Xin Wang, Kunlin Cao, Qi Song, Milan Sonka, Youbing Yin:
DeepCenterline: A Multi-task Fully Convolutional Network for Centerline Extraction. IPMI 2019: 441-453 - [c19]Eric Wu, Bin Kong, Xin Wang, Junjie Bai, Yi Lu, Feng Gao, Shaoting Zhang, Kunlin Cao, Qi Song, Siwei Lyu, Youbing Yin:
Residual Attention Based Network for Hand Bone Age Assessment. ISBI 2019: 1158-1161 - [c18]Chaoyang Xia, Xiaojie Li, Xin Wang, Bin Kong, Yucheng Chen, Youbing Yin, Kunlin Cao, Qi Song, Siwei Lyu, Xi Wu:
A Multi-modality Network for Cardiomyopathy Death Risk Prediction with CMR Images and Clinical Information. MICCAI (2) 2019: 577-585 - [c17]Chao Luo, Xin Wang, Xiaojie Li, Yucheng Chen, Jiliu Zhou, Kunlin Cao, Qi Song, Xi Wu, Youbing Yin:
ACNET: Attention-based Convolution Network with Additional Discriminative Features for DCM Classification (S). SEKE 2019: 535-700 - [i5]Eric Wu, Bin Kong, Xin Wang, Junjie Bai, Yi Lu, Feng Gao, Shaoting Zhang, Kunlin Cao, Qi Song, Siwei Lyu, Youbing Yin:
Residual Attention based Network for Hand Bone Age Assessment. CoRR abs/1901.05876 (2019) - [i4]Bin Kong, Xin Wang, Junjie Bai, Yi Lu, Feng Gao, Kunlin Cao, Qi Song, Shaoting Zhang, Siwei Lyu, Youbing Yin:
Attention-driven Tree-structured Convolutional LSTM for High Dimensional Data Understanding. CoRR abs/1902.10053 (2019) - [i3]Zhihui Guo, Junjie Bai, Yi Lu, Xin Wang, Kunlin Cao, Qi Song, Milan Sonka, Youbing Yin:
DeepCenterline: a Multi-task Fully Convolutional Network for Centerline Extraction. CoRR abs/1903.10481 (2019) - 2018
- [c16]Xuhui Chen, Yi Lu, Junjie Bai, Youbing Yin, Kunlin Cao, Yuwei Li, Hanbo Chen, Qi Song, Jun Wu:
Train a 3D U-Net to segment cranial vasculature in CTA volume without manual annotation. ISBI 2018: 559-563 - [c15]Jiali Liu, Wanyu Li, Ningbo Zhao, Kunlin Cao, Youbing Yin, Qi Song, Hanbo Chen, Xuehao Gong:
Integrate Domain Knowledge in Training CNN for Ultrasonography Breast Cancer Diagnosis. MICCAI (2) 2018: 868-875 - 2017
- [c14]Sarfaraz Hussein, Kunlin Cao, Qi Song, Ulas Bagci:
Risk Stratification of Lung Nodules Using 3D CNN-Based Multi-task Learning. IPMI 2017: 249-260 - [c13]Sarfaraz Hussein, Robert J. Gillies, Kunlin Cao, Qi Song, Ulas Bagci:
TumorNet: Lung nodule characterization using multi-view Convolutional Neural Network with Gaussian Process. ISBI 2017: 1007-1010 - [i2]Sarfaraz Hussein, Robert J. Gillies, Kunlin Cao, Qi Song, Ulas Bagci:
TumorNet: Lung Nodule Characterization Using Multi-View Convolutional Neural Network with Gaussian Process. CoRR abs/1703.00645 (2017) - [i1]Sarfaraz Hussein, Kunlin Cao, Qi Song, Ulas Bagci:
Risk Stratification of Lung Nodules Using 3D CNN-Based Multi-task Learning. CoRR abs/1704.08797 (2017) - 2016
- [j6]Kunlin Cao, David M. Mills, Ralf G. Thiele, Kedar A. Patwardhan:
Toward Quantitative Assessment of Rheumatoid Arthritis Using Volumetric Ultrasound. IEEE Trans. Biomed. Eng. 63(2): 449-458 (2016) - 2015
- [c12]Kunlin Cao, Dirk Ryan Padfield, Aaron Dentinger, Kirk Wallace, David M. Mills:
Robust lumen segmentation in 3D contrast enhanced ultrasound images. ISBI 2015: 659-662 - [c11]Kunlin Cao, Roshni Bhagalia, Anup Sood, Edi Brogi, Ingo K. Mellinghoff, Steven M. Larson:
Improved characterization of molecular phenotypes in breast lesions using 18F-FDG PET image homogeneity. Biomedical Applications in Molecular, Structural, and Functional Imaging 2015: 941712 - 2013
- [j5]Mingqing Chen, Kunlin Cao, Yefeng Zheng, R. Alfredo C. Siochi:
Motion-Compensated Mega-Voltage Cone Beam CT Using the Deformation Derived Directly From 2D Projection Images. IEEE Trans. Medical Imaging 32(8): 1365-1375 (2013) - [c10]Kunlin Cao, David M. Mills, Kedar A. Patwardhan:
Automated catheter detection in volumetric ultrasound. ISBI 2013: 37-40 - 2012
- [j4]Kunlin Cao, Kai Ding, Joseph M. Reinhardt, Gary E. Christensen:
Improving Intensity-Based Lung CT Registration Accuracy Utilizing Vascular Information. Int. J. Biomed. Imaging 2012: 285136:1-285136:17 (2012) - [j3]Kunlin Cao, Gary E. Christensen, Kai Ding, Kaifang Du, Madhavan L. Raghavan, Ryan E. Amelon, Kimberly M. Baker, Eric A. Hoffman, Joseph M. Reinhardt:
Tracking Regional Tissue Volume and Function Change in Lung Using Image Registration. Int. J. Biomed. Imaging 2012: 956248:1-956248:14 (2012) - [c9]David M. Mills, Kunlin Cao, Ralf Thiele, Kedar A. Patwardhan:
Volumetric ultrasound and computer-assisted analysis at the point-of-care: A musculoskeletal exemplar. EMBC 2012: 2318-2322 - [c8]Kedar A. Patwardhan, Kunlin Cao, David M. Mills, Ralf Thiele:
Automated bone and joint-region segmentation in volumetric ultrasound. ISBI 2012: 1327-1330 - 2011
- [j2]Keelin Murphy, Bram van Ginneken, Joseph M. Reinhardt, Sven Kabus, Kai Ding, Xiang Deng, Kunlin Cao, Kaifang Du, Gary E. Christensen, Vincent Garcia, Tom Vercauteren, Nicholas Ayache, Olivier Commowick, Grégoire Malandain, Ben Glocker, Nikos Paragios, Nassir Navab, Vladlena Gorbunova, Jon Sporring, Marleen de Bruijne, Xiao Han, Mattias P. Heinrich, Julia A. Schnabel, Mark Jenkinson, Cristian Lorenz, Marc Modat, Jamie McClelland, Sébastien Ourselin, Sascha E. A. Muenzing, Max A. Viergever, Dante De Nigris, D. Louis Collins, Tal Arbel, Marta Peroni, Rui Li, Gregory C. Sharp, Alexander Schmidt-Richberg, Jan Ehrhardt, René Werner, Dirk Smeets, Dirk Loeckx, Gang Song, Nicholas J. Tustison, Brian B. Avants, James C. Gee, Marius Staring, Stefan Klein, Berend C. Stoel, Martin Urschler, Manuel Werlberger, Jef Vandemeulebroucke, Simon Rit, David Sarrut, Josien P. W. Pluim:
Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge. IEEE Trans. Medical Imaging 30(11): 1901-1920 (2011) - [c7]Kai Ding, Kaifang Du, Kunlin Cao, Gary E. Christensen, Joseph M. Reinhardt:
Time-varying lung ventilation analysis of 4DCT using image registration. ICASSP 2011: 5772-5775 - [c6]Kaifang Du, Kai Ding, Kunlin Cao, John E. Bayouth, Gary E. Christensen, Joseph M. Reinhardt:
Registration-based measurement of regional expiration volume ratio using dynamic 4DCT imaging. ISBI 2011: 424-428 - [c5]Kai Ding, Wilson Miller, Kunlin Cao, Gary E. Christensen, Joseph M. Reinhardt, Stanley Benedict, Bruce Libby, Ke Sheng:
Quantification of regional lung ventilation from tagged hyperpolarized helium-3 MRI. ISBI 2011: 1074-1077 - 2010
- [c4]Kunlin Cao, Kai Ding, Gary E. Christensen, Joseph M. Reinhardt:
Tissue volume and vesselness measure preserving nonrigid registration of lung CT images. Image Processing 2010: 762309 - [c3]Kunlin Cao, Kai Ding, Gary E. Christensen, Madhavan L. Raghavan, Ryan E. Amelon, Joseph M. Reinhardt:
Unifying Vascular Information in Intensity-Based Nonrigid Lung CT Registration. WBIR 2010: 1-12
2000 – 2009
- 2009
- [c2]Kai Ding, Youbing Yin, Kunlin Cao, Gary E. Christensen, Ching-Long Lin, Eric A. Hoffman, Joseph M. Reinhardt:
Evaluation of Lobar Biomechanics during Respiration Using Image Registration. MICCAI (1) 2009: 739-746 - 2008
- [j1]Joseph M. Reinhardt, Kai Ding, Kunlin Cao, Gary E. Christensen, Eric A. Hoffman, Shalmali V. Bodas:
Registration-based estimates of local lung tissue expansion compared to xenon CT measures of specific ventilation. Medical Image Anal. 12(6): 752-763 (2008) - 2007
- [c1]Joseph M. Reinhardt, Gary E. Christensen, Eric A. Hoffman, Kai Ding, Kunlin Cao:
Registration-Derived Estimates of Local Lung Expansion as Surrogates for Regional Ventilation. IPMI 2007: 763-774
Coauthor Index
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