周著黄 硕士生导师
联系电话：010-67396725
E-mail：zhouzh@bjut.edu.cn
通讯地址：北京市朝阳区威尼斯wns.8885556生命楼B210
教育背景
* 2012.9–2016.6，威尼斯wns.8885556，生物医学工程，博士（导师：吴水才 教授）
* 2005.9–2008.6，四川大学，生物医学工程，硕士（导师：汪天富 教授）
* 2001.9–2005.7，合肥工业大学，生物医学工程，学士
工作经历
* 2019.7–至今， 威尼斯wns.8885556，生物医学工程系，副研究员
* 2017.6–2019.7，威尼斯wns.8885556，生物医学工程系，讲师
* 2016.6–2018.4，威尼斯wns.8885556，师资博士后（合作导师：贾克斌 教授）
* 2013.9–2014.2，台湾长庚大学，访问博士生（合作导师：林仲志 教授、崔博翔 教授）
* 2010.5–2012.8，北京天惠华数字技术有限公司，超声设备软件研发工程师
* 2008.7–2010.4，深圳市理邦精密仪器股份有限公司，超声设备软件研发工程师
研究方向
主要研究方向为医学超声工程与医学影像，具体包括：医学超声检测、超声组织定征、定量超声成像、生物组织中超声波传播特性；医学信号处理、医学图像处理、计算机辅助诊断/治疗等。主要编程语言为C/C++、Matlab、Python等。
课程教学
* 本科生课程教学：医学信息检索（自学）、数字信号处理、生物医学信号处理等
* 研究生课程教学：文献检索与论文写作、医学图像处理等
奖项荣誉
* 中国生理信号挑战赛二等奖
* 英国物理学会“杰出审稿人”
* 北京市普通高等学校优秀毕业生
* 威尼斯wns.8885556优秀博士学位论文
* 威尼斯wns.8885556本科招生工作先进个人
* 威尼斯wns.8885556立德树人优秀班主任
主要科研项目
* 国家自然科学基金青年项目，11804013，肝纤维化合并脂肪肝超声背散射统计参数成像评估方法研究，28万元，主持，2019.1-2021.12
* 北京市自然科学基金青年项目，4184081，基于超声散射子多参数成像的乳腺钙化点检测新方法研究，10万元，主持，2018.1-2019.12
* 中国博士后科学基金面上项目，2017M620566，CT引导肝肿瘤射频消融术中导航新方法研究，5万元，主持，2017.11-2018.4
* 国家自然科学基金面上项目，61871005，基于散射子多参数超声成像的肝肿瘤微波消融治疗实时监测新方法及系统研究，63万元，参与，2019.1-2022.12
主要论文论著
【第一作者SCI论文】
[1] Zhuhuang Zhou, Anna Gao, Weiwei Wu, Dar-In Tai, Jeng-Hwei Tseng, Shuicai Wu*, and Po-Hsiang Tsui*, “Parameter estimation of the homodyned K distribution based on an artificial neural network for ultrasound tissue characterization,” Ultrasonics, Vol. 111, Article ID 106308, 2021. (SCI, IF: 3.065, JCR Q1)
[2] Zhuhuang Zhou#, Jui Fang#, Anca Cristea, Ying-Hsiu Lin, Yu-Wei Tsai, Yung-Liang Wan, Kee-Min Yeow, Ming-Chih Ho*, and Po-Hsiang Tsui*, “Value of homodyned K distribution in ultrasound parametric imaging of hepatic steatosis: an animal study,” Ultrasonics, Vol. 101, Article ID 106001, 2020. (SCI, IF: 3.065, JCR Q1)
[3] Zhuhuang Zhou, Anna Gao, Qiyu Zhang, Weiwei Wu, Shuicai Wu*, and Po-Hsiang Tsui*, “Ultrasound backscatter envelope statistics parametric imaging for liver fibrosis characterization: a review,” Ultrasonic Imaging, Vol. 42, No. 2, pp. 92–109, 2020. (SCI, IF: 1.571, JCR Q2)
[4] Zhuhuang Zhou, Qiyu Zhang, Weiwei Wu, Ying-Hsiu Lin, Dar-In Tai, Jeng-Hwei Tseng, Yi-Ru Lin, Shuicai Wu*, and Po-Hsiang Tsui*, “Hepatic steatosis assessment using ultrasound homodyned-K parametric imaging: the effects of estimators,” Quantitative Imaging in Medicine and Surgery, Vol. 9, No. 12, pp. 1932–1947, 2019. (SCI, IF: 3.226, JCR Q2)
[5] Zhuhuang Zhou, Yue Wang, Shuang Song, Weiwei Wu, Shuicai Wu*, and Po-Hsiang Tsui*, “Monitoring microwave ablation using ultrasound echo decorrelation imaging: an ex vivo study,” Sensors, Vol. 19, No. 4, Article ID 977, 2019. (SCI, IF: 3.275, JCR Q1)
[6] Zhuhuang Zhou, Qiyu Zhang, Weiwei Wu, Shuicai Wu*, and Po-Hsiang Tsui*, “Hepatic steatosis assessment using quantitative ultrasound parametric imaging based on backscatter envelope statistics,” Applied Sciences-Basel, Vol. 9, No. 4, Article ID 661, 2019. (SCI, IF: 2.474, JCR Q2)
[7] Zhuhuang Zhou, Dar-In Tai, Yung-Liang Wan, Jeng-Hwei Tseng, Yi-Ru Lin, Shuicai Wu, Kuen-Cheh Yang, Yin-Yin Liao, Chih-Kuang Yeh, and Po-Hsiang Tsui*, “Hepatic steatosis assessment with ultrasound small-window entropy imaging,” Ultrasound in Medicine and Biology, Vol. 44, No. 7, pp. 1327–1340, 2018. (SCI, IF: 2.514, JCR Q1)
[8] Zhuhuang Zhou, Shuicai Wu, Man-Yen Lin, Jui Fang, Hao-Li Liu*, and Po-Hsiang Tsui*, “Three-dimensional visualization of ultrasound backscatter statistics by window-modulated compounding Nakagami imaging,” Ultrasonic Imaging, Vol. 40, No. 3, pp. 171–189, 2018. (SCI, IF: 1.571, JCR Q2)
[9] Zhuhuang Zhou, Weiwei Wu, Shuicai Wu*, Kebin Jia, and Po-Hsiang Tsui*, “A review of ultrasound tissue characterization with mean scatterer spacing,” Ultrasonic Imaging, Vol. 39, No. 5, pp. 263–282, 2017. (SCI, IF: 1.571, JCR Q2)
[10] Zhuhuang Zhou, Weiwei Wu, Shuicai Wu, Kebin Jia, and Po-Hsiang Tsui*, “Empirical mode decomposition of ultrasound imaging for gain-independent measurement on tissue echogenicity: a feasibility study,” Applied Sciences-Basel, Vol. 7, No. 4, Article ID 324, 2017. (SCI, IF: 2.474, JCR Q2)
[11] Zhuhuang Zhou, Shuicai Wu*, Chiao-Yin Wang, Hsiang-Yang Ma, Chung-Chih Lin, and Po-Hsiang Tsui*, “Monitoring radiofrequency ablation using real-time ultrasound Nakagami imaging combined with frequency and temporal compounding techniques,” PLoS ONE, Vol. 10, No. 2, Article ID e0118030, 2015. (SCI, IF: 2.740, JCR Q2)
[12] Zhuhuang Zhou*, Shuicai Wu, Chunlan Yang, and Po-Hsiang Tsui, “Stress decay, imaging plane and gas bubble need to be considered when using ultrasound strain elastography to monitor hepatic ablations,” Academic Radiology, Vol. 22, No. 2, pp. 265–265, 2015. (SCI, IF: 2.488, JCR Q2)
[13] Zhuhuang Zhou#, Shuicai Wu#, King-Jen Chang*, Wei-Ren Chen, Yung-Sheng Chen*, Wen-Hung Kuo, Chung-Chih Lin, and Po-Hsiang Tsui, “Classification of benign and malignant breast tumors in ultrasound images with posterior acoustic shadowing using half-contour features,” Journal of Medical and Biological Engineering, Vol. 35, No. 2, pp. 178–187, 2015. (SCI, IF: 1.173) [2015 JMBE Annual Excellent Paper Award]
[14] Zhuhuang Zhou#, Chih-Chung Huang#, K. Kirk Shung, Po-Hsiang Tsui*, Jui Fang, Hsiang-Yang Ma, Shuicai Wu, and Chung-Chih Lin, “Entropic imaging of cataract lens: an in vitro study,” PLoS ONE, Vol. 9, No. 4, Article ID e96195, 2014. (SCI, IF: 2.740, JCR Q2)
[15] Zhuhuang Zhou, Weiwei Wu, Shuicai Wu*, Po-Hsiang Tsui*, Chung-Chih Lin, Ling Zhang, and Tianfu Wang, “Semi-automatic breast ultrasound image segmentation based on mean shift and graph cuts,” Ultrasonic Imaging, Vol. 36, No. 4, pp. 256–276, 2014. (SCI, IF: 1.571, JCR Q2)
[16] Zhuhuang Zhou, Weiwei Wu, Shuicai Wu*, Jingjing Xia, Chiao-Yin Wang, Chunlan Yang, Chung-Chih Lin, and Po-Hsiang Tsui*, “A survey of ultrasound elastography approaches to percutaneous ablation monitoring,” Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine, Vol. 228, No. 10, pp. 1069–1082, 2014. (SCI, IF: 1.282)
[17] Zhuhuang Zhou#, Lei Sheng#, Shuicai Wu*, Chunlan Yang, and Yi Zeng, “Ultrasonic evaluation of microwave-induced thermal lesions based on wavelet analysis of mean scatterer spacing,” Ultrasonics, Vol. 53, No. 7, pp. 1325–1331, 2013. (SCI, IF: 3.065, JCR Q1)
【通讯作者SCI论文】
[18] Yan Zeng#, Po-Hsiang Tsui#, Weiwei Wu, Zhuhuang Zhou*, and Shuicai Wu*, “Fetal ultrasound image segmentation for automatic head circumference biometry using deeply-supervised attention-gated V-Net,” Journal of Digital Imaging, 2021, in press. (SCI, IF: 3.697, JCR Q1)
[19] Shuang Song#, Po-Hsiang Tsui#, Weiwei Wu, Shuicai Wu*, and Zhuhuang Zhou*, “Monitoring microwave ablation using ultrasound homodyned K imaging based on the noise-assisted correlation algorithm: an ex vivo study,” Ultrasonics, Vol. 110, Article ID 106287, 2021. (SCI, IF: 3.065, JCR Q1)
[20] Kun Yang, Qiang Li, Hao-Li Liu, Chin-Kuo Chen, Cheng-Wei Huang, Jheng-Ru Chen, Yu-Wei Tsai, Zhuhuang Zhou*, and Po-Hsiang Tsui*, “Frequency-domain CBE imaging for ultrasound localization of the HIFU focal spot: a feasibility study,” Scientific Reports, Vol. 10, Article ID 5468, 2020. (SCI, IF: 3.998, JCR Q1)
[21] Yali Ouyang#, Po-Hsiang Tsui#, Shuicai Wu, Weiwei Wu, and Zhuhuang Zhou*, “Classification of benign and malignant breast tumors using H-scan ultrasound imaging,” Diagnostics, Vol. 9, No. 4, Article ID 182, 2019. (SCI, IF: 3.110, JCR Q1)
[22] Rui Zhang, Shuicai Wu, Weiwei Wu, Hongjian Gao, and Zhuhuang Zhou*, “Computer-assisted needle trajectory planning and mathematical modeling for liver tumor thermal ablation: a review,” Mathematical Biosciences and Engineering, Vol. 16, No. 5, pp. 4846–4872, 2019. (SCI, IF: 1.285)
【教师第一作者SCI论文】
[23] Minggang Shao, Zhuhuang Zhou, Guangyu Bin, Yanping Bai, and Shuicai Wu*, “A wearable electrocardiogram telemonitoring system for atrial fibrillation detection,” Sensors, Vol. 20, No. 3, Article ID 606, 2020. (SCI, IF: 3.275, JCR Q1)
[24] Yali Ouyang, Zhuhuang Zhou, Weiwei Wu, Jin Tian, Feng Xu, Shuicai Wu*, and Po-Hsiang Tsui*, “A review of ultrasound detection methods for breast microcalcification,” Mathematical Biosciences and Engineering, Vol. 16, No. 4, pp. 1761–1785, 2019. (SCI, IF: 1.285)
[25] Li Yuan, Yanchao Yuan, Zhuhuang Zhou, Yanping Bai, and Shuicai Wu*, “A fetal ECG monitoring system based on the Android smartphone,” Sensors, Vol. 19, No. 3, Article ID 446, 2019. (SCI, IF: 3.275, JCR Q1)
[26] Rui Zhang, Zhuhuang Zhou, Weiwei Wu, Chung-Chih Lin, Po-Hsiang Tsui, and Shuicai Wu*, “An improved fuzzy connectedness method for automatic three-dimensional liver vessel segmentation in CT images,” Journal of Healthcare Engineering, Vol. 2018, Article ID 2376317, 2018. (SCI, IF: 1.803)
[27] Li Yuan, Zhuhuang Zhou, Yanchao Yuan, and Shuicai Wu*, “An improved FastICA method for fetal ECG extraction,” Computational and Mathematical Methods in Medicine, Vol. 2018, Article ID 7061456, 2018. (SCI, IF: 1.770)
【其他SCI论文】
[28] Yu-Wei Tsai#, Zhuhuang Zhou#, Cihun-Siyong Alex Gong, Dar-In Tai, Anca Cristea, Yu-Ching Lin, Ya-Chun Tang, and Po-Hsiang Tsui*, “Ultrasound detection of liver fibrosis in individuals with hepatic steatosis using the homodyned K distribution,” Ultrasound in Medicine and Biology, Vol. 47, No. 1, pp. 84-94, 2021. (SCI)
[29] Guanghong Bin, Shuicai Wu, Minggang Shao, Zhuhuang Zhou, and Guangyu Bin*, “IRN-MLSQR: An improved iterative reweight norm approach to the inverse problem of electrocardiography incorporating factorization-free preconditioned LSQR,” Journal of Electrocardiology, Vol. 62, pp. 190-199, 2020. (SCI)
[30] Chung-Chih Lin*, Yi-Shin Liou, Zhuhuang Zhou, and Shuicai Wu, “Intelligent exercise guidance system based on smart clothing,” Journal of Medical and Biological Engineering, Vol. 39, No. 5, pp. 702-712, 2019. (SCI)
[31] Hongjian Gao, Xiaoru Wang, Shuicai Wu*, Zhuhuang Zhou, Yanping Bai, and Weiwei Wu, “Conformal coverage of liver tumors by the thermal coagulation zone in 2450-MHz microwave ablation,” International Journal of Hyperthermia, Vol. 36, No. 1, pp. 591-605, 2019. (SCI)
[32] Hongjian Gao, Xiaoru Wang, Shuicai Wu*, Zhuhuang Zhou, Yanping Bai, and Haiming Ai, “Characterization of 2450-MHz microwave thermal coagulation zone based on characteristic length growth model and shape variation factor,” International Journal of RF and Microwave Computer-Aided Engineering, Vol. 29, No. 6, Article ID e21705, 2019. (SCI)
[33] Hongjian Gao, Xiaoru Wang, Shuicai Wu*, Zhuhuang Zhou, and Yanping Bai, “2450-MHz microwave ablation temperature simulation using temperature-dependence feedback of characteristic parameters,” International Journal of RF and Microwave Computer-Aided Engineering, Vol. 29, No. 1, Article ID e21488, 2019. (SCI)
[34] Xiaoru Wang, Hongjian Gao*, Shuicai Wu, Tao Jiang, Zhuhuang Zhou, and Yanping Bai, “Numerical evaluation of ablation zone under different tip temperatures during radiofrequency ablation,” Mathematical Biosciences and Engineering, Vol. 16, No. 4, pp. 2514-2531, 2019. (SCI)
[35] Jui Fang, Zhuhuang Zhou, Ning-Fang Chang, Yung-Liang Wan*, and Po-Hsiang Tsui*, “Ultrasound parametric imaging of hepatic steatosis using the homodyned-K distribution: an animal study,” Ultrasonics, Vol. 87, pp. 91–102, 2018. (SCI)
[36] Chung-Chih Lin*, Chih-Yu Yang, Zhuhuang Zhou, and Shuicai Wu, “Intelligent health monitoring system based on smart clothing,” International Journal of Distributed Sensor Networks, Vol. 14, No. 8, Article ID 1550147718794318, 2018. (SCI)
[37] Xiaoru Wang, Hongjian Gao*, Shuicai Wu, Yanping Bai, and Zhuhuang Zhou, “RF ablation thermal simulation model: parameter sensitivity analysis,” Technology and Health Care, Vol. 26, No. S1, pp. S179-S192, 2018. (SCI)
[38] Minggang Shao, Guangyu Bin*, Shuicai Wu, Guanghong Bin, Jiao Huang, and Zhuhuang Zhou, “Detection of atrial fibrillation from ECG recordings using decision tree ensemble with multi-level features,” Physiological Measurement, Vol. 39, No. 9, Article ID 094008, 2018. (SCI)
[39] Po-Hsiang Tsui*, Zhuhuang Zhou, Ying-Hsiu Lin, Chieh-Ming Hung, Shih-Jou Chung, and Yung-Liang Wan*, “Effect of ultrasound frequency on the Nakagami statistics of human liver tissues,” PLoS ONE, Vol. 12, No. 8, Article ID e0181789, 2017. (SCI)
[40] Yi-Da Liu, Qiang Li, Zhuhuang Zhou, Yao-Wen Yeah, Chien-Cheng Chang*, Chia-Yen Lee, and Po-Hsiang Tsui*, “Adaptive ultrasound temperature imaging for monitoring radiofrequency ablation,” PLoS ONE, Vol. 12, No. 8, Article ID e0182457, 2017. (SCI)
[41] Weiwei Wu, Shuicai Wu*, Zhuhuang Zhou, Rui Zhang, and Yanhua Zhang, “3D liver tumor segmentation in CT images using improved fuzzy C-means and graph cuts,” BioMed Research International, Vol. 2017, Article ID 5207685, 2017. (SCI)
[42] Hongjian Gao, Shuicai Wu*, Xiaoru Wang, Rui Hu, Zhuhuang Zhou, and Xuecong Sun, “Temperature simulation of microwave ablation based on improved specific absorption rate method compared to phantom measurements,” Computer Assisted Surgery, Vol. 22, No. S1, pp. 9–17, 2017. (SCI)
[43] Weiwei Wu, Zhuhuang Zhou, Shuicai Wu*, and Yanhua Zhang, “Automatic liver segmentation on volumetric CT images using supervoxel-based graph cuts,” Computational and Mathematical Methods in Medicine, Vol. 2016, Article ID 9093721, 2016. (SCI)
[44] Hsiang-Yang Ma#, Zhuhuang Zhou#, Shuicai Wu, Yung-Liang Wan*, and Po-Hsiang Tsui*, “A computer-aided diagnosis scheme for detection of fatty liver in vivo based on ultrasound kurtosis imaging,” Journal of Medical Systems, Vol. 40, No. 1, Article ID 33, 2016. (SCI)
[45] Po-Hsiang Tsui*, Chiao-Yin Wang, Zhuhuang Zhou, and Yung-Liang Wan*, “Monitoring radiofrequency ablation using ultrasound envelope statistics and shear wave elastography in the periablation period: an in vitro feasibility study,” PLoS ONE, Vol. 11, No. 9, Article ID e0162488, 2016. (SCI)
[46] Man Zhang, Zhuhuang Zhou, Shuicai Wu*, Lan Lin, Hongjian Gao, and Yusheng Feng*, “Simulation of temperature field for temperature-controlled radio frequency ablation using a hyperbolic bioheat equation and temperature-varied voltage calibration: a liver-mimicking phantom study,” Physics in Medicine and Biology, Vol. 60, No. 24, pp. 9455–9471, 2015. (SCI)
[47] Xiaonan Geng#, Zhuhuang Zhou#, Qiang Li, Shuicai Wu, Chiao-Yin Wang, Hao-Li Liu, Ching-Cheng Chuang, and Po-Hsiang Tsui*, “Comparison of ultrasound temperature imaging with infrared thermometry during radio frequency ablation,” Japanese Journal of Applied Physics, Vol. 53, No. 4, Article ID 047001, 2014. (SCI)
[48] Po-Hsiang Tsui*, Hsiang-Yang Ma, Zhuhuang Zhou, Ming-Chih Ho, and Yu-Hsin Lee, “Window-modulated compounding Nakagami imaging for ultrasound tissue characterization,” Ultrasonics, Vol. 54, No. 6, pp. 1448–1459, 2014. (SCI)
[49] Jingjing Xia, Qiang Li, Pin-Yu Chen, Zhuhuang Zhou, Chiao-Yin Wang, Hao-Li Liu, Jianfu Teng, and Po-Hsiang Tsui*, “Considering angle selection when using ultrasound electrode displacement elastography to evaluate radiofrequency ablation of tissues,” BioMed Research International, Vol. 2014, Article ID 764320, 2014. (SCI)
[50] Shuicai Wu*, Yanni Shen, Zhuhuang Zhou, Lan Lin, Yanjun Zeng*, and Xiaofeng Gao, “Research of fetal ECG extraction using wavelet analysis and adaptive filtering,” Computers in Biology and Medicine, Vol. 43, No. 10, pp. 1622–1627, 2013. (SCI)
【中文期刊论文】
[51] 吴水才, 宋爽, 吴薇薇, 王月, 周著黄*. 超声散射子有效声浓度成像检测微波消融凝固区. 威尼斯wns.8885556学报, 2020, 46(12): 1385-1392.
[52] 吴水才, 欧阳亚丽, 吴薇薇, 周著黄*. 时间反转超声成像检测乳腺微钙化的仿真. 威尼斯wns.8885556学报, 2020, 46(9): 1056-1067.
[53] 丁琪瑛，吴水才，宋爽，周著黄*. 散射子直径成像超声组织定征研究综述. 生命科学仪器, 2020, 18(3): 28-37.
[54] 吴水才, 欧阳亚丽, 崔博翔, 周著黄*. 乳腺微钙化超声检测方法综述. 威尼斯wns.8885556学报, 2020, 46(2): 66-75.
[55] 张奇宇, 吴水才, 崔博翔, 丁琪瑛, 周著黄*. 超声背散射零差K成像评估肝纤维化. 声学技术, 2019, 38(6): 11-14.
[56] 欧阳亚丽, 吴水才, 崔博翔, 周著黄*. 超声散射子特性成像评估乳腺肿瘤良恶性研究. 医疗卫生装备, 2019, 40(9): 1-7.
[57] 张睿, 吴薇薇, 周著黄*, 姜涛, 吴水才. 基于改进模糊连接度的CT图像肝脏血管三维分割方法. 中国生物医学工程学报, 2019, 38(1): 18-27.
[58] 欧阳亚丽, 周著黄*, 吴水才, 崔博翔. 超声零差K分布模型仿真研究. 北京生物医学工程, 2019, 38(2): 119-125.
[59] 丁琪瑛, 周著黄*, 吴水才, 崔博翔. 基于超声组织定征技术的脂肪肝无创检测. 中国医疗设备, 2019, 34(3): 155-159.
[60] 王月, 周著黄*, 吴水才. 基于超声回波去相关成像的微波消融实时监测. 北京生物医学工程, 2018, 37(6): 575-580.
[61] 吴水才, 周著黄, 高宏建, 林岚, 杨春兰. 生物医学信号处理网络在线课程设计与教学研究. 医疗卫生装备, 2020, 41(4): 85-88.
