侯凤贞

  

侯凤贞,1980年出生,博士,副教授, 美国哈佛大学访问学者。近年来,相继主持国家自然科学基金青年项目和江苏省自然科学基金面上项目各一项,中央高校基本科研业务费项目两项;以第一作者或通信作者身份在国内外期刊上公开发表SCI论文20篇,EI论文2篇,核心期刊论文10篇,申请专利4项。

2010年入选江苏省青蓝工程优秀青年骨干教师培养对象,主讲面向对象C++程序设计》、《数据结构》和《Python与医药大数据处理》课程,获省级教学、校级成果奖若干项。

正在开展的研究主要集中在两个方面:一是通过对各种生物医学信号(如心电、脑电、功能磁共振信号)的分析来挖掘生理系统的内在机制,从而为临床应用,如疾病诊断、健康监测等提供参考;二是探索人工智能在大健康领域的应用场景,如睡眠的科学评估,心脏病的精准预测,以及老年痴呆症的及早诊断等。

联系方式:

Email: houfz@cpu.edu.cn

电话:13913947160

 

近期代表作:

  1. Fengzhen Hou*, Lulu Zhang, Baokun Qin, Giulia Gaggioni, Xinyu Liu*, Gilles Vandewalle. Changes in EEG Permutation Entropy in the evening and in the transition from wake to sleep. Sleep, 2021.

  2. Zhinan Yu, Jiaolong Qin, Xinyuan Xiong, Fengguo Xu, Jun Wang, Fengzhen Hou*, Albert Yang. Abnormal topology of brain functional networks in unipolar depression and bipolar disorder using optimal graph thresholding. Progress in Neuropsychopharmacology & Biological Psychiatry, 2020.

  3. Lulu Zhang, Huili Wu, Xiangyu Zhang, Xinfa Wei, Fengzhen Hou*, Yan Ma. Sleep heart rate variability assists the automatic prediction of longterm cardiovascular outcomes. Sleep medicine, 2020.

  4. Lulu Zhang, Huangjing Ni, Zhinan Yu, Jun Wang, Jiaolong Qin, Fengzhen Hou* and Albert Yang for the Alzheimer’s Disease Neuroimaging Initiative (ADNI). Investigation on the Alteration of Brain Functional Network and its Role in the indentification of mild cognitive impairment. Frontiers in Neuroscience, 2020.

  5. Jiangkuan Chen, Cong Liu, Chung-Kang Peng, Jong-Ling Fuh, Fengzhen Hou*, Albert C. Yang. Topological reorganization of EEG functional network is associated with the severity and cognitive impairment in Alzheimer’s disease. Physica A, 2019.

  6. Yan Ma, Fengzhen Hou*, Albert C. Yang, Andrew C. Ahn, Lei Fan, Chung-Kang Peng. Symbolic dynamics of electroencephalography is associated with the sleep depth and overall sleep quality in healthy adults. Physica A, 2019.

  7. Fengzhen Hou*, Zhinan Yu, Chung-Kang Peng, Albert Yang, Chunyong WuYan Ma. Complexity of Wake Electroencephalography Correlates with Slow Wave Activity after Sleep Onset. Frontris in Neuroscience, 2018.

  8. Fengzhen Hou, Cong liu, Zhinan Yu, Xiaodong Xu, Junying Zhang, Chung-Kang Peng, Chunyong Wu*, Albert Yang. Age-related alterations in electroencephalography connectivity and network topology during n-back working-memory task. Frontris in Human Neuroscience,2018.