彭涛

发布时间:2025-01-14浏览次数:4054

第一作者论文:

期刊

[1] Tao Peng, Yidong Gu, Zhenyu Ye, Xiuxiu Cheng, Jing Wang. A-LugSeg: Automatic and Explainability-Guided Multi-Site Lung Detection in Chest X-ray images, Expert Systems With Applications. (2022) (SCI 1, Top, IF =8.665)

[2] Tao Peng et al., H-ProMed: ultrasound image segmentation based on the evolutionary neural network and an improved principal curve, Pattern Recognition. (2022) (SCI 1, Top, CCFB, IF=8.518)

[3] Tao Peng, Caiyin Tang, Yiyun Wu, Jing Cai. H-SegMed: A Hybrid Method for Prostate Segmentation in TRUS Images via Improved Closed Principal Curve and Improved Enhanced Machine Learning, International Journal of Computer Vision. (2022) (SCI 2, Top, CCF A, IF = 13.369)

[4] Tao Peng,Yiyun Wu, Jing Qin, Qingrong Jackie Wu, Jing Cai. H-ProSeg: Hybrid Ultrasound Prostate Segmentation based on Explainability-guided Mathematical Model, Computer Methods and Programs in Biomedicine, (2022) (SCI 2, IF = 7.027)

[5] Tao Peng, Caishan Wang, You Zhang, Jing Wang. H-SegNet: Hybrid Segmentation Network for lung segmentation in Chest Radiographs using Mask Region-based Convolutional Neural Network and Adaptive Closed Polyline Searching Method, Physics in Medicine & Biology (2022) (SCI 2, IF = 4.174)

[6] Tao Peng, Thomas Canhao Xu, Yihuai Wang, Hailing Zhou, Sema Candemir, Wan Mimi Diyana Wan Zaki, Shanq-Jang Ruan, Xinjian Chen, and Jing Wang, Hybrid Automatic Lung Segmentation on Chest CT scans, IEEE Access. 8 (2020) 73293-73306. (SCI 2, IF = 3.745)

[7] Tao Peng, Yihuai Wang, Thomas Canhao Xu, and Xinjian Chen, Segmentation of lung in chest radiographs using hull and closed polygonal line method, IEEE Access. 7 (2019) 137794–137810. (SCI 2, IF = 4.098)

[8] Tao Peng, Caiyin Tang, Yiyun Wu and Jing Cai, Semi-automatic prostate segmentation from ultrasound images using machine learning and principal curve based on interpretable mathematical model expression, Frontiers in Oncology, (2022) (SCI 3, IF = 6.244)

[9] Tao Peng, Yihuai Wang, Thomas Canhao Xu, Fanzhang Li. Deep Belief Network and Closed Polygonal Line for Lung Segmentation in Chest Radiographs [J]. Computer Journal. 65 (2022) pp. 1107-1128 (SCI 4, CCFB, IF = 1.077)

[10] Tao Peng, Yihuai Wang, Thomas Canhao Xu, Lianmin Shi, Jianwu Jiang, and Shilang Zhu, Detection of lung contour with closed principal curve and machine learning, Journal of Digital Imaging. 31(4) (2018) 520–533. (SCI 4, IF = 3.697)

会议

[1] Tao Peng, Yiyun Wu, Jing Zhao, Bo Zhang, Jin Wang, Jing Cai. Explainability-guided Mathematical Model-Based Segmentation of Transrectal Ultrasound Images for Prostate Brachytherapy, In 16rd conference on International Conference on Bioinformatics and Biomedicine (BIBM), 2022. (Regular paper) (Oral) (CCF B) (Accepted paper/ total submitted paper: 167/842, Acceptance rate=19.8%)

[2] Tao Peng, Jing Zhao, Jing Wang. Interpretable Mathematical Model-guided Ultrasound Prostate Contour Extraction Using Data Mining Techniques, In 15rd conference on International Conference on Bioinformatics and Biomedicine (BIBM), 2021. pp. 1037-1044 (Regular paper) (Oral) (CCF B) (Accepted paper/ total submitted paper: 144/746,Acceptance rate=19.3%)

[3] Tao Peng, Caiyin Tang, Jing Wang. Prostate Segmentation of Ultrasound Images based on Interpretable-guided Mathematical Model, In 28rd conference on Multimedia Modeling (MMM), 2022. pp. 166-177 (Regular paper) (Oral) (CCF C)

[4] Tao Peng, Yiyun Wu and Jing Cai. Improving the detection of the prostate in ultrasound images using machine learning based image processing, 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI) pp. 1-4. (Regular paper) (Oral).

[5] Tao Peng, Jing Zhao, Yanqing Xu, Jing Cai. Combining an optimized closed principal curve-based method and evolutionary neural network for ultrasound prostate segmentation, In 18rd conference on International Conference on Image Analysis and Recognition (ICIAR), 2021. (Regular paper) (Oral) (Best Presentation award) (in press)

[6] Tao Peng, Yidong Gu, Jing Wang. Lung Contour Detection in Chest X-Ray Images Using Mask Region-Based Convolutional Neural Network and Adaptive Closed Polyline Searching Method, In 43rd conference on IEEE Engineering in Medicine & Biology Society (EMBC), 2021. pp. 2839-2842 (Regular paper) (Oral)

[7] Tao Peng, Daqiang Xu, Jing Cai. Explainability-Guided Automatic Lung Segmentation Approach in Chest X-ray Images using Principal Curve and Neural Network, In 20th conference on APBC 2022 (CCF C) (Poster)

[8] Tao Peng, Kai Wang, Michael Dohopolski, Hua-Chieh Shao, You Zhang, Jing Wang. Lymph node segmentation via deep feature boosting network in head and neck CT images, In 64rd conference on AAPM Annual Meeting, 2022. (Poster)

[9] Tao Peng, Jing Zhao, Jing Cai. A Hybrid Method for Prostate Segmentation in Transrectal Ultrasound Based on Redefined Closed K-Segment Principal Curve and Improved Differential Evolution-Based Artificial Neural Network, In 63rd conference on AAPM Annual Meeting, 2021. (Poster)

[10] Tao Peng, Caiyin Tang, Jing Cai. Principal curve-based and AI-based method for ultrasound prostate delineation, In 40th conference on ESTRO, 2021. (Poster)

非第一作者论文(选列):

[1] Jianwu Jiang, Zhi Chen, Yihuai Wang, Tao Peng, Shilang Zhu, Lianmin Shi. Parameter Estimation for PM Synchronous Motor Based on a BP Neural Network Optimized by Chaotic Artificial Fish Swarm Algorithm [J]. International Journal of Computers Communications & Control, 2020. (SCI 4,IF = 1.585)

[2] Lianmin Shi, Yihuai Wang, Zhengqing Wen, and Tao Peng. Secure Data Delivery with Linear Network Coding for Multiple Multicasts with Multiple Streams in Internet of Things. Security and Communication Networks 2018. (SCI 4 ,CCF C, IF = 1.376)

[3] Jianwu Jiang, Jiang, Z. Chen, Yihuai Wang, Tao Peng, Shilang Zhu, Lianmin Shi. Parameter Estimation for PMSM Based on a BPNN Optimized by CAFS [J]. International journal of computers communications & control, 2014: 2016, 615. (EI)

[4] Junfeng Jing, Tao Peng, Pengfei Li. Textile image segmentation using a multi-resolution Markov random field model on variable weights in the wavelet domain [J]. Journal of Fiber Bioengineering & Informatics, 2013: 6(2), 1-13. (EI)

[5] Lianmin Shi, Yihuai Wang, Rongyuan Jia, Tao Peng, Jianwu Jiang, and Shilang Zhu. Research of Lightweight Encryption Algorithm Based on AES and Chaotic Sequences for Narrow-Band Internet of Things[C]. In Proc. the 4th conference in MLICOM, 2019.

[6] 张蓉, 王宜怀, 彭涛, 徐昕, 王绍丹. 大幅面DLP3D打印机错位均摊接缝消除方法研究. 自动化学报, 2022, 48(6): 1−11.

[7] 钱涵佳, 王宜怀, 彭涛, 陈成, 罗喜召. 轻量级窄带物联网应用系统中高效可验证加密方案[J]. 计算机研究与发展, 2019, 56(05): 1112-1122.