王训恒 博士

医学影像、机器学习、计算智能

本科生课程：

1.数字图像处理

2.计算/智能生物医学

3.医学图像处理实践

4.编程实习

研究生课程：

1.医学图像处理（中法班）

[1] 脑形态与功能影像组学网络及其在多动症诊断中的应用研究，国家自然科学基金面上项目，2021.01-2024.12，主持，结题。

[2] 脑网络动态属性在注意缺陷与多动障碍研究中的应用，国家自然科学基金青年基金，2017.01-2019.12，主持，结题。

1. Xun-Heng Wang，Peng Wu, Lihua Li, Predicting individual autistic symptoms for patients with autism spectrum disorder using interregional morphological connectivity. Psychiatry Research: Neuroimaging. 2024 Apr 19;341:111822. （SCI, IF=2.1,中科院4区）

2. Xun-Heng Wang，Bohan Zhao, Lihua Li, Mapping white matter structural covariance connectivity for single subject using wavelet transform with T1-weighted anatomical brain MRI, Frontiers in Neuroscience, 2022 Nov;16:1038514.（SCI, IF=5.152,中科院3区）

3.Xun-Heng Wang，Lihua Li, A unified framework for inattention estimation from resting state phase synchrony using machine learning. Frontiers in Genetics. 2021 September;12:728913. （SCI/SSCI, IF=4.772,中科院3区）

4. Xueke Ma, Xun-Heng Wang, Lihua Li, Identifying individuals with autism spectrum disorder based on the principal components of whole-brain phase synchrony. Neuroscience Letters. 2021 Jan 18;742:135519. （SCI/SSCI, IF=3.197,中科院4区）

5. Liangliang Zhang, Xun-Heng Wang, Lihua Li, Diagnosing autism spectrum disorder using brain entropy: A fast entropy method. Computer Methods and Programs in Biomedicine. 2020 Jul;190:105240. （SCI, IF=7.027,中科院2区）

6.Xun-Heng Wang，Yun Jiao, Lihua Li, A unified framework for mapping individual interregional high-order morphological connectivity based on regional cortical features from anatomical MRI. Magnetic Resonance Imaging. 2020 February; 66: 232-239. （SCI, IF=3.13,中科院4区）

7. Xun-Heng Wang，Jie Xu, Lihua Li, Estimating individual scores of inattention and impulsivity based on dynamic features of intrinsic connectivity network. Neuroscience Letters. 2020 April 17; 724:134874. （SCI/SSCI, IF=3.197,中科院4区）

8. Xun-Heng Wang，Yun Jiao, Lihua Li, Decoding visual network‐related dynamic functional connectivity for eyes‐open and eyes‐closed using machine learning. International Journal of Imaging Systems and Technology. 2020 July 1;30(2):455-463. （SCI, IF=2.177,中科院4区）

9. 徐杰，王训恒，厉力华，基于静息态fMRI相位同步的ADHD儿童脑网络研究.中国生物医学工程学报. 2020,39(03).(一级期刊)

10. Xun-Heng Wang，Yun Jiao, Lihua Li. Identifying individuals with attention deficit hyperactivity disorder based on temporal variability of dynamic functional connectivity. Scientific Reports. 2018 Aug 7;8(1):11789.（SCI, IF=4.997,中科院3区）

11. Xun-Heng Wang，Yun Jiao, Lihua Li. Mapping individual voxel-wise morphological connectivity using wavelet transform of voxel-based morphology. PLoS One. 2018 Jul 24;13(7):e0201243. （SCI, IF=3.752,中科院3区）

12. Xun-Heng Wang，Yun Jiao, Lihua Li. Diagnostic model for attention-deficit hyperactivity disorder based on interregional morphological connectivity. Neuroscience Letters. 2018 Jul 19;685:30-34. （SCI, IF=3.197,中科院4区）

13. Xun-Heng Wang，Yun Jiao, Lihua Li, Predicting clinical symptoms of attention deficit hyperactivity disorder based on temporal patterns between and within intrinsic connectivity networks, Neuroscience, 2017, 362:60-69. （SCI, IF=3.708,中科院3区）

14. Yun Jiao, Xun-Heng Wang, Rong Chen, Tian-Yu Tang, Xi-Qi Zhu, Gao-Jun Teng, Predictive models of minimal hepatic encephalopathy for cirrhotic patients based on large-scale brain intrinsic connectivity networks, Scientific Reports, 2017, 7(1):11512. （SCI, IF=4.997,中科院3区）

15. Xun-Heng Wang, Lihua Li, Tao Xu, Zhongxiang Ding, Investigating the Temporal Patterns within and between Intrinsic Connectivity Networks under Eyes-Open and Eyes-Closed Resting States: A Dynamical Functional Connectivity Study Based on Phase Synchronization, PLoS ONE, 2015, 10(10):e0140300. （SCI, IF=3.752,中科院3区）

16. Xun-Heng Wang, Lihua Li, Altered temporal features of intrinsic connectivity networks in boys with combined type of attention deficit hyperactivity disorder, European Journal of Radiology, 2015, 84(5): 947-95. （SCI, IF=4.531,中科院3区）

17. Xunheng Wang, Yun Jiao, Tianyu Tang, Hui Wang, Zuhong Lu, Investigating univariate temporal patterns for intrinsic connectivity networks based on complexity and low frequency oscillation: A test-retest reliability study, Neuroscience, 2013, 254:404-26. （SCI, IF=3.708,中科院3区）

18. Xunheng Wang, Yun Jiao, Tianyu Tang, Hui Wang, Zuhong Lu, Altered regional homogeneity patterns in adults with attention-deficit hyperactivity disorder, European Journal of Radiology, 2013, 82(9):1552-1557. （SCI, IF=4.531,中科院3区）

19. Zhenyu Zhou, Xunheng Wang, Nelson J. Klahr, Wei Liu, Diana Arias, Hongzhi Liu, Karen M. von Deneen, Ying Wen, Zuhong Lu, Dongrong Xu, Yijun Liu, A conditional Granger causality model approach for group analysis in functional magnetic resonance imaging, Magnetic Resonance Imaging, 2011, 29(3):418-433. （SCI, IF=3.13,中科院4区）

1.基于楔前叶亚区相位同步的儿童注意力评测方法（授权）

Individual morphological connectivity using wavelet transform

https://www.nitrc.org/projects/mcwt

2018年获杭州电子科技大学优秀骨干教师项目支持。