Publications

2019:

1. Xi Chen, Zhiguo Zhou, Kimberly Thomas, Michael Folkert, Nathan Kim, Asal Rahimi, and Jing Wang, "A Reliable Multi-classifier Multi-objective Model for Predicting Recurrence in Triple Negative Breast Cancer," Accepted by the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC’19, Oral Presentation, Berlin, Germany.
2. Xi Chen, Zhiguo Zhou, Raquibul Hannan, Kimberly Thomas, Payal Kapur, Ivan Pedrosa, Jing Wang, "A Reliable Multi-Classifier Multi-Objective Model for Predicting Gene Mutation in Clear Cell Renal Cell Carcinoma," Accepted by AAPM 2019, Oral Presentation, San Antonio, TX, USA.
3. Shaojie Chang, Mengfei Li, Hengyong Yu, Xi Chen, Shiwo Deng, Peng Zhang, and Xuanqin Mou, "Spectrum Estimation-Guided Iterative Reconstruction Algorithm for Dual Energy CT," IEEE Transactions on Medical Imaging (Accepted), 2019.
4. Zhiguo Zhou, Michael Dohopolski, Liyuan Chen, Xi Chen, Steve Jiang, David Sher, Jing Wang, "AutoMO: An Automated Multi-Objective Model for Reliably Predicting Lymph Node Metastasis in Head & Neck Cancer," Accepted by AAPM 2019, Oral Presentation, San Antonio, TX, USA.
5. Shaojie Chang, Xi Chen, Jiayu Duan, and Xuanqin Mou, " A hybrid ring artifact reduction algorithm based on CNN in CT images," in Proceedings of the 15th International Meeting on Fully Three-dimensional Image Reconstruction in Radiology and Nuclear Medicine, Philadelphia, USA, 2019.
6. Zhiguo Zhou, Michael Dohopolski, Liyuan Chen, Xi Chen, Steve Jiang, David Sher, and Jing Wang, "Reliable lymph node metastasis prediction in head & neck cancer through automated multi-objective model," Accepted by IEEE EMBS International Conference on Biomedical & Health Informatics,IEEE- BHI 2019, Oral Presentation, Chicago, IL, USA.
 
2018:
1. Chen, X; Zhou, Z; Hannan, R; Thomas, K; Pedrosa, I; Kapur, P; Brugarolas, J; Mou, X; Wang, J. Reliable gene mutation prediction in clear cell renal cell carcinoma through multi-classifier multi-objective radiogenomics model. Physics in Medicine and Biology, 63(21): 215008-1-16.
2. Shaojie Chang, Ti Bai, Xi Chen, Xuanqin Mou, “Algorithmic scatter correction based on physical model and statistical iterative reconstruction for dual energy cone beam CT,” Proc. SPIE 10573, Medical Imaging 2018: Physics of Medical Imaging, 105734P.
3. Kai Wang, Haitao Cheng, Xi Chen, Xuanqin Mou, “Compton scatter tomography with photon-counting detector: a preliminary study,” Proc. SPIE 10573, Medical Imaging 2018: Physics of Medical Imaging, 105732C.
 
2017:
1. Chen, X; Ouyang, L; Yan, H; Jia, X; Li, B; Lyu, QW; Zhang, Y; Wang, J. Optimization of the geometry and speed of a moving blocker system for cone-beam computed tomography scatter correction. Medical Physics, 44 (9): E215-E229, 2017.
2. Chen, X; Thomas, K; Folkert, MR; Kim, DN; Rahimi, AS; Zhou, Z; Wang, J. Predicting Recurrence in Triple Negative Breast Cancer Patients from Clinical Parameters Using a Multi-Objective Classifier. ASTRO 2017. International Journal of Radiation Oncology Biology Physics, 99(2): E53, 2017.
3. Chen, X; Zhou, Z; Thomas, K; Folkert, M; Kim, N; Rahimi, A; Wang, J. Algorithmic scatter correction in dual-energy digital mammography. AAPM 2017. Medical Physics, 44 (6): 2777, 2017.
4. Kai Wang, Xi Chen, Haitao Cheng, Qinrong Qian and Xuanqin Mou.Image Restoration for Field Emission X-ray Source Array Based Radiographic Imaging.14th Annual Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine 2017, pp. 656-659.
 
2016:
1. Chen, X; Zhou, Z; Thomas, K; Folkert, M; Kim, N; Rahimi, A; Wang, J. Predicting Gene Mutations in Renal Cell Carcinoma Based On CT Imaging Features: Validation Using TCGA-TCIA Datasets. AAPM 2016, oral presentation. Medical Physics, 43 (6): 3705, 2016.
2. Chen, X; Ouyang, L; Yan, H; Jia, X; Zhang, Y; Wang, J. Optimization of the Design of a Moving Blocker for Cone-Beam CT Scatter Correction: Experimental Evaluation. AAPM 2016, oral presentation. Medical Physics, 43 (6): 3799, 2016.
 
2015 and before:
1. Chang Shaojie, Zhang Yanbo, Bai Ti, Chen Xi, Xu Qiong, Mou Xuanqin. A simple but effective denoising algorithm in projection domain of CBCT. Image and Graphics. Springer International Publishing, 2015:462-469.
2. Xi Chen and Xuanqin Mou. Conventional mammographic image generation method with increased calcification sensitivity based on dual-energy. 12th International Workshop on Breast Imaging, (IWDM2014, Gifu, Japan) , LNCS 8539, 460–467, 2014.
3. Xi Chen, Robert M. Nishikawa, Suk-tak Chan, Beverly A. Lau, Lei Zhang and Xuanqin Mou. Algorithmic scatter correction in dual-energy digital mammography. Medical Physics, 40(11), 111919, 2013.
4. Xi Chen, Robert M. Nishikawa, Xuanqin Mou. Conventional mammographic image generation in dual-energy digital mammography. SPIE Medical Imaging 2013 (Orlando, FL, USA), Proc. of SPIE Vol. 8668, 866823 (2013). oral presentation
5. Jun Fu, Hui Peng, Xi Chen, Xuanqin Mou. Correcting Saturated Pixels in Images Based on Human Visual Characteristics. SPIE Electronic Imaging 2013 (San Francisco, CA, USA), Proc. of SPIE Vol. 8660, 866809, 2013. oral presentation
6. Xi Chen, Xuanqin Mou. An analysis and evaluation method for imaging noise in dual energy digital mammography. Journal of Xi'an Jiaotong University, 46(8), 8-14, 2012. (in Chinese)
7. Xi Chen, Robert M. Nishikawa, Suk-tak Chan, Beverly A. Lau, Lei Zhang and Xuanqin Mou. Algorithmic scatter correction in dual-energy digital mammography for calcification imaging. SPIE Medical Imaging 2012 (San Diego, CA, USA), Proc. of SPIE Vol. 8313, 83130E (2012), oral presentation.
8. Xi Chen, Robert M. Nishikawa, Suk-tak Chan, Lei Zhang, Xuanqin Mou. Image noise sensitivity of dual-energy digital mammography for calcification imaging. SPIE Medical Imaging 2011(Orlando, FL, USA), Proc. of SPIE Vol. 7961, 796155 (2011).
9. Ying Yang, Xuanqin Mou, Houjun Yu, Xi Chen, Yanbo Zhang, Shaojie Tang. Model-based tungsten anode X-ray tube spectra reconstruction method. Acta Electronica Sinica, 38(10), 2285-2291, 2010. (in Chinese)
10. Xi Chen, Xuanqin Mou and Hao Yan. Scatter correction algorithm without extra exposure for dual-energy digital mammography. SPIE Medical Imaging 2009 (Orlando, FL, USA), Proc. of SPIE Vol. 7258, 725840 (2009).
11. Hao Yan, Xuanqin Mou, Shaojie Tang and Xi Chen. Iterative scatter correction for x-ray cone-beam CT with semi-transparent beam stop array. SPIE Medical Imaging 2009 (Lake Buena Vista, FL, USA). SPIE, 7258: 725838, 2009.
12. Xuanqin Mou, Xi Chen, Lijun Sun, Hengyong Yu, Zhen Ji and Zhang LeiSun LJ, et al. The impact of calibration phantom errors on dual-energy digital mammography. Physics in Medicine and Biology, 53 (22): 6321-6336, 2008.
13. Xi Chen, Xuanqin Mou and Lei Zhang. Indicator and Calibration Material for Microcalcification in Dual-energy Mammography. Medical Biometrics. 7th International Conference (ICMB 2008, Hong Kong, China). Lecture Notes in Computer Science, Vol.4901: 265~272, 2008.
14. Xuanqin Mou and Xi Chen. Error analysis of calibration materials on dual-energy mammography. 10th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2007, Brisbane, Australia). LNCS 4792: 596~603, 2007.
15. Xi Chen, Xuanqin Mou, Ying Yang. Reconstruction of X-ray tube spectra from attenuation data. Journal of Xi'an Jiaotong University, 40(10), 1056-1059+1068, 2006. (in Chinese)
16. Xiaohong Yan, Taiyi Zhang, Xi Chen, Linjun Wu. Fractal modulation with multiwavelets and its performance. Journal of Electronics and Information Technology, 28(2), 262-266, 2006. (in Chinese)
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