Computer assited diagnosis and intervention, medical image analysis, pattern recognition

Huazhong University of Science and Technology, 1987.1-1990.8, PhD candidate, majored in industrial automation, supervised by Prof CHEN Jinjiang

Harbin Institute of Technology, 1984.9-1986.12, master student, majored in theory of automatic control and its applications, supervised by Prof WANG Guangxiong

Hunan University, 1980.9-1984.8, majored in electro-magnetic measurement and instrumentation

1990.9-1996.5, Key Lab for Medical Imaging, Nanfang Medical University, Guangzhou, China; as a lecturer, associate professor, and professor (promoted in December 1997)

1996.6-1997.9, Angiology Division, University of Bern, Switzerland; as a guest scientist

1997.10-2000.3, Maurice E Muller Institute for Biomechanics, University of Bern, Switzerland, as a postdoc

2000.4-2007.3, Biomedical Imaging Lab, A*Star,Singapore; as an associate member, member, and senior scientist

2006.12-, Lab for Medical Imaging and Digital Surgery, Shenzhen Institutes of Advanced Technology; as the director and professor

Taught PhD students "Digital Image Processing", 2 semesters (2012, 2013)

Taught master stuendts "Digital Image Processing", 3 semesters (2014, 2015, 2016)

   

1.      Wu HW, Sun H, Wang C, Lin Y, Li YL, Peng HJ, Lu XB, Hu QM, Ning YP, Jiang TZ, Xu JP*, Wang JJ*. Abnormalities in the structural covariance of emotion regulation networks in major depressive disorder. Journal of Psychiatric Research 2017;84: 237-242 (IF= 4.47).

2.      Zhang XD, Jing SS, Gao PY, Xue J, Su L, Li WP, Ren LJ, Hu QM*. Segmentation of hyper-acute cerebral infarcts based on sparse representation of diffusion weighted imaging. Computational and Mathematical Methods in Medicine 2016; 2581676 (IF = 0.89).

3.      Xiao DQ, Luo HL, Jia FC*, Zhang YF, Li Y, Guo XJ, Cai W, Fang CH, Fan YF, Zheng HM, Hu QM. A KinectTM camera based navigation system for percutaneous abdominal puncture. Physics in Medicine and Biology 2016; 61: 5687-5705 (IF=2.81).

4.      He BC, Huang C, Sharp G, Zhou SJ, Hu QM, Fang CH, Fan YF, Jia FC*. Fast automatic 3D liver segmentation based on a three-level AdaBoost-guided active shape model. Medical Physics 2016; 43(5): 2421-2434 (IF=2.50).

5.      Xu JP, Zhang JQ, Wang JJ, Li GL, Hu QM*, Zhang YC*. Abnormal fronto-striatal functional connectivity in Parkinson’s disease. Neuroscience Letters 2016; 613: 66-71 (IF= 2.11).

6.      Elazab A, AbdulAzeem YM, Wu SQ, Hu QM*. Robust kernelized local information fuzzy C-means clustering for brain magnetic resonance image segmentation. Journal of X-Ray Science and Technology 2016; 24: 489-507 (IF=1.11).

7.      Li XC*, Luo SH, Hu QM, Li JM, Wang DD, Chiong F. Automatic lung field segmentation in X-ray radiographs using statistical shape and appearance models. Journal of Medical Imaging and Health Informatics 2016; 6(2): 338-348 (IF = 0.88).

8.      Hu QM*, Xue J, Gao PY, Zheng HM. Mismatch between baseline diffusion-weighted images and apparent diffusion coefficient maps predicts favourable penumbra: a retrospective study. Lancet 2015; 386 (Supp 1): S37 (IF = 44.00).

9.      Xu JP, Wang JJ, Fan LZ, Li H, Zhang W, Hu QM, Jiang TZ*. Tractography-based parcellation of the human middle temporal gyrus. Scientific Reports 2015; 5: 18883, doi: 10.1038/srep18883 (IF = 5.23).

10.  Elazab A, Wang CM, Jia FC, Wu JH, Li GL, Hu QM*. Segmentation of brain tissues from magnetic resonance images using adaptively regularized kernel-based fuzzy C-means clustering. Computational and Mathematical Methods in Medicine 2015; 2015: 485495-1~485495-12, doi:  10.1155/2015/485495 (IF = 0.89).

11.  Ai Y, Miao F, Hu QM, Li WF*. Multi-feature guided brain tumor segmentation based on magnetic resonance images. IEICE Transactions on Information and Systems 2015; E98-D(12): 2250-2256 (IF=0.23).

12.  Zhang TQ, Song ZJ, Wang XG, Zheng HM, Jia FC, Wu JH, Li GL, Hu QM*. Fast retinal layer segmentation of spectral domain optical coherence tomography images. Journal of Biomedical Optics 2015; 20(9): 096014, doi 10.1117/1.JBO.20.9.096014 (IF = 2.56).

13.  Chen MY, Elazab A, Jia FC, Wu JH, Li GL, Li XD, Hu QM*. Automatic estimation of midline shift in patients with cerebral glioma based on enhanced Voigt model and local symmetry. Australasian Physical and Engineering Sciences in Medicine 2015; 38(4): 627-641 (IF = 0.88).

14.  Wu JH*, Wang HY, Zhang P, Ma X, Hu QM. A preliminary real-time and realistic simulation environment for percutaneous coronary intervention. BioMed Research International 2015; 183157, doi: 10.1155/2015/183157 (IF=2.13).

15.  Wu G, Zhang XD, Luo SH, Hu QM*. Lung segmentation based on customized active shape model from digital radiography chest images. Journal of Medical Imaging and Health Informatics 2015; 5(2): 184-191 (IF = 0.88).

16.  Zhang XD, Luo SH, Jia FC, Liu GY, Hu QM*. A marker-based watershed method for X-ray image segmentation. Computer Methods and Programs in Biomedicine 2014; 113: 894-903 (IF = 1.86).

17.  Zhou SJ, Chen WF*, Jia FC, Hu QM*, Xie YQ, Chen MY, Wu JH. Segmentation of brain magnetic resonance angiography images based on MAP-MRF with multi-pattern neighborhood system and approximation of regularization coefficient. Medical Image Analysis 2013; 17:1220-1235 (IF = 4.57).

18.  Yuan JJ*, Liu LP, Hu QM. Mathematical modeling of brain glioma growth using modified reaction-diffusion equation on brain MR images. Computers in Biology and Medicine 2013; 43: 2007-2013 (IF = 1.52).

19.  Zhang YX, Chen MY, Hu QM*, Huang WH*. Detection and quantification of intracerebral and intraventricular hemorrhage from computed tomography images with adaptive thresholding and case-based reasoning. International Journal of Computer Assisted Radiology and Surgery 2013; 8: 917-927 (IF = 1.83).

20.  Wu JH*, Hu QM, Ma X. Comparative study of surface modeling methods for vascular structures. Computerized Medical Imaging and Graphics 2013; 37: 4-14 (IF = 1.39).

21.  Li YH, Zhang L, Hu QM*, Li HW, Jia FC, Wu JH. Automatic subarachnoid space segmentation and hemorrhage detection in clinical head CT scans. International Journal of Computer Assisted Radiology and Surgery 2012; 7(4): 507-516 (IF = 1.83).

22.  Li YH, Wu JH, Li HW, Li DG, Du XH, Chen ZJ, Jia FC, Hu QM*. Automatic detection of the existence of subarachnoid hemorrhage from clinical CT images. Journal of Medical Systems 2012; 36 (3): 1259-1270(IF = 2.21).

23.  Wu JH*, Wei MQ, Li YH, Ma X, Jia FC, Hu QM. Scale-adaptive surface modeling of vascular structures. Biomedical Engineering Online 2010; 9: 75 (IF = 1.38).

24.  Ma L, Gao PY*, Hu QM, Lin Y, Jing LN, Xue J, Wang XC, Chen ZJ, Wang YL, Liao XL, Liu ML, Chen WJ. Prediction of infarct core and salvageable ischemic tissue volumes by analyzing apparent diffusion coefficient without intravenous contrast material. Academic Radiology 2010; 17(12): 1506-1517(IF = 1.97).

25.  Wu JH*, Ma RH, Ma X, Jia FC, Hu QM. Curvature-dependent surface visualization of vascular structures. Computerized Medical Imaging and Graphics 2010; 34(8): 651-658 (IF = 1.39).

26.  Hu QM*, Gao PY, Ma L, Chen ZJ, Ma X. Assessing the existence of ischemic penumbra through automatically analyzing baseline diffusion-weighted imaging. Journal of Cerebral Blood Flow and Metabolism 2009; 29: S600-601 (IF=4.93).

image segmentation, image registration, deep learning, computer assisted diagnosis

已指导学生

杨东  硕士研究生  080903-微电子学与固体电子学  

陈明扬  博士研究生  081203-计算机应用技术  

张天桥  博士研究生  081104-模式识别与智能系统  

王昌淼  博士研究生  081104-模式识别与智能系统  

张丽  硕士研究生  081203-计算机应用技术  

高爱丽  硕士研究生  085211-计算机技术  

唐秀娟  硕士研究生  085211-计算机技术  

秦怡  硕士研究生  085211-计算机技术  

肖德强  博士研究生  081104-模式识别与智能系统  

吴刚  硕士研究生  081104-模式识别与智能系统  

彭雨晴  硕士研究生  083100-生物医学工程  

李雯  硕士研究生  085211-计算机技术  

现指导学生

张晓东  博士研究生  081104-模式识别与智能系统  

苏李一磊  博士研究生  081104-模式识别与智能系统  

罗火灵  博士研究生  081104-模式识别与智能系统  

徐锦萍  博士研究生  081104-模式识别与智能系统  

徐紫云  硕士研究生  085208-电子与通信工程  

魏建华  硕士研究生  085211-计算机技术  

伍海涛  硕士研究生  085211-计算机技术  

陈铭林  硕士研究生  085212-软件工程  

包学志  硕士研究生  085211-计算机技术  

刘旭辉  硕士研究生  085211-计算机技术