Perelman School of Medicine at the University of Pennsylvania

Section for Biomedical Image Analysis (SBIA)

Hongming Li, Ph.D.


Postdoctoral Fellow

Section of Biomedical Image Analysis
Center for Biomedical Image Computing & Analytics
Department of Radiology
Perelman School of Medicine
University of Pennsylvania

Richards Medical Research Laboratories, Floor 7
3700 Hamilton Walk
Philadelphia, PA 19104
fax: (001) 215.573.1811
email: Hongming.Li@uphs.upenn.edu
 

Educational Qualifications

Ph.D. in Medical image analysis – Institute of Automation, Chinese Academy of Sciences (Beijing, China)
B.Sc. in Automation – Shandong University (Jinan, China)

Research Summary

My research interest focuses on development and application of computational algorithms in medical image analysis, especially brain image analysis. Currently, I am working on the modeling of functional brain networks based on functional MRI, and its application to clinical classification and regression tasks.

Publications

Journals

  • Yinyan Wang, Xing Fan, Hongming Li, Zhiguo Lin, Hongbo Bao, Shaowu Li, Lei Wang, Tianzi Jiang, Yong Fan, Tao Jiang, "Tumor border sharpness correlates with HLA-G expression in low-grade Gliomas", Journal of Neuroimmunology, 282 (2015) 1-6
  • Yinyan Wang, Kai Wang, Hongming Li, Jiangfei Wang, Lei Wang, Jianping Dai, Tao Jiang, Jun Ma, "Identifying the association of contrast enhancement with vascular endothelia growth factor expression in anaplastic gliomas: a volumetric magnetic resonance imaging analysis", PLoS ONE, 2015,10(3): e0121380
  • Liping Fu, Hongming Li, Hui Wang, Baixuan Xu, Yong Fan, Jiahe Tian, "SUVmax/THKmax as a biomarker for distinguishing advanced gastric carcinoma from primary gastric lymphoma", PLoS ONE, 2012, 7(12): e50914

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Conferences

  • Hongming Li, Yong Fan, "Individualized brain parcellation with integrated functional and morphological information", IEEE International Symposium on Biomedical Imaging (ISBI), 2016
  • Hongming Li, Ted Satterthwaite, Yong Fan, "Identification of subject-specific brain functional networks using a collaborative sparse nonnegative matrix decomposition method", IEEE International Symposium on Biomedical Imaging (ISBI), 2016
  • Hongming Li, Yong Fan, "Hierarchical organization of the functional brain identified using floating aggregation of functional signals", IEEE International Symposium on Biomedical Imaging (ISBI), 2014
  • Hongming Li, Yong Fan, "Spatial alignment of human cortex by matching hierarchical patterns of functional connectivity", IEEE International Symposium on Biomedical Imaging (ISBI), 2014
  • Zhenyu Tang, Di Jiang, Hongming Li, Yong Fan, "Matching functional connectivity patterns for spatial correspondence detection in fmri registration", Medical Imaging and Augmented Reality (MIAR), in conjunction with MICCAI, 2013
  • Hongming Li, Yong Fan, "Functional brain atlas construction for brain network analysis", SPIE Medical Imaging, 2013
  • Hongming Li, Yong Fan, "Label propagation with robust initialization for brain tumor segmentation", IEEE International Symposium on Biomedical Imaging (ISBI), 2012
  • YuHui Du, Hongming Li, Yong Fan, "Identification of subject specific and functional consistent rois using semi-supervised learning", SPIE Medical Imaging, 2012
  • Hongming Li, Ming Song, Yong Fan, "Segmentation of brain tumors in multi-parametric mr images via robust statistic information propagation", Asian Conference on Computer Vision (ACCV), 2010

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