研究领域
(1)医学图像分析
(2)计算机辅助诊断
(3)计算机辅助介入
(4)图像分割
(5)模式识别
近期论文
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1. Y. Wang, J.-Z. Cheng*, D. Ni*, M. Lin, J. Qin, X. Luo, M. Xu, X. Xie, P. A. Heng. “Towards Personalized Statistical Deformable Model and Hybrid Point Matching for Robust MR-TRUS Registration,” IEEE Transactions on Medical Imaging, in press.
2. J.-Z. Cheng, C.-M. Chen, E. B. Cole, E. D. Pisano, D. Shen*. “Automated Delineation of Calcified Vessels in Mammography by Tracking with Uncertainty and Graphical Linking Techniques,” IEEE Transactions on Medical Imaging, 31(11): pp. 2143-2155, 2012.
3. J.-Z. Cheng*, Y.-H. Chou, C.-S. Huang, Y.-C. Chang, C.-M. Tiu, F.-C. Yeh, K.-W. Chen, C.-M. Chen*. “ACCOMP: Augmented Cell Competition Algorithm for Breast Lesions Delineation in Sonography,” Medical Physics, 37: pp. 6240-6252, 2010.
4. J.-Z. Cheng, Y.-H. Chou, C.-S. Huang, Y.-C. Chang, C.-M. Tiu, K.-W. Chen, C.-M. Chen*. “Computer-Aided US Diagnosis of Breast Lesions by Using Cell-based Contour Grouping,” Radiology, 255(3): pp. 746-754, 2010.
5. J.-Z. Cheng, C. M. Chen*, Y. H. Chou, C. S. K. Chen, C. M. Tiu, K. W. Chen. “Cell-based Two-region Competition Algorithm with A MAP Framework for Boundary Delineation of A Series of 2D Ultrasound Images,” Ultrasound in Medicine and Biology, 33(10): pp. 1640-1650, 2007.