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Personal profile

Education/Academic qualification

PHD, University of Michigan-Ann Arbor

… → 2007

MS, University of Michigan-Ann Arbor

… → 2006

BS, Tsinghua University

… → 2000

Fingerprint Fingerprint is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

  • 2 Similar Profiles
Bayesian networks Engineering & Materials Science
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Alzheimer Disease Medicine & Life Sciences
Neuroimaging Engineering & Materials Science
Migraine Disorders Medicine & Life Sciences
Process monitoring Engineering & Materials Science
Biomarkers Engineering & Materials Science
Glioblastoma Medicine & Life Sciences

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2005 2019

  • 943 Citations
  • 16 h-Index
  • 51 Article
  • 17 Conference contribution
  • 1 Review article

Accurate patient-specific machine learning models of glioblastoma invasion using transfer learning

Hu, L. S., Yoon, H., Eschbacher, J. M., Baxter, L. C., Dueck, A. C., Nespodzany, A., Smith, K. A., Nakaji, P., Xu, Y., Wang, L., Karis, J. P., Hawkins-Daarud, A. J., Singleton, K. W., Jackson, P. R., Anderies, B. J., Bendok, B. R., Zimmerman, R. S., Quarles, C., Porter-Umphrey, A. B., Mrugala, M. M. & 11 othersSharma, A., Hoxworth, J. M., Sattur, M. G., Sanai, N., Koulemberis, P. E., Krishna, C., Mitchell, J. R., Wu, T., Tran, N. L., Swanson, K. R. & Li, J., Jan 1 2019, In : American Journal of Neuroradiology. 40, 3, p. 418-425 8 p.

Research output: Contribution to journalArticle

Open Access
Glioblastoma
Cell Count
Neoplasms
Image-Guided Biopsy
Diffusion Tensor Imaging
1 Citation (Scopus)

A cross-study analysis for reproducible sub-classification of traumatic brain injury

Si, B., Dumkrieger, G., Wu, T., Zafonte, R., Dodick, D. W., Schwedt, T. J. & Li, J., Aug 13 2018, In : Frontiers in Neurology. 9, AUG, 606.

Research output: Contribution to journalArticle

Trail Making Test
Glasgow Outcome Scale
Cytidine Diphosphate Choline
Closed Head Injuries
Traumatic Brain Injury

ADMultiImg: A novel missing modality transfer learning based CAD system for diagnosis of MCI due to AD using incomplete multi-modality imaging data

Liu, X., Chen, K., Wu, T., Weidman, D., Lure, F. & Li, J., Jan 1 2018, Medical Imaging 2018: Computer-Aided Diagnosis. SPIE, Vol. 10575. 105750I

Research output: Chapter in Book/Report/Conference proceedingConference contribution

impairment
computer aided design
learning
Computer aided design
Alzheimer Disease

A Novel Positive Transfer Learning Approach for Telemonitoring of Parkinson's Disease

Yoon, H. & Li, J., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Automation Science and Engineering.

Research output: Contribution to journalArticle

Testing
Internet
Costs
Predictive analytics

Bi-Threshold frequent subgraph mining for Alzheimer disease risk assessment

Gao, F., Li, J., Wu, T., Chen, K., Liu, X., Baxter, L. & Caselli, R. J., Jan 1 2018, Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and Applications. SPIE, Vol. 10579. 105790C

Research output: Chapter in Book/Report/Conference proceedingConference contribution

risk assessment
Risk assessment
Brain
Alzheimer Disease
thresholds