Liewei M Wang, MD, PhD

  • 5624 Citations
  • 37 Scopus h-Index
19982021
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Research Output 1999 2019

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Conference contribution
2018
1 Citation (Scopus)

Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure

Orlenko, A., Moore, J. H., Orzechowski, P., Olson, R. S., Cairns, J., Caraballo, P., Weinshilboum, R. M., Wang, L. M. & Breitenstein, M. K., Jan 1 2018, PACIFIC SYMPOSIUM ON BIOCOMPUTING 2018. 212669 ed. World Scientific Publishing Co. Pte Ltd, p. 460-471 12 p.

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

Learning systems
Plasmas
Metabolites
Feature extraction
Vitamins
2017
1 Citation (Scopus)

Data-driven longitudinal modeling and prediction of symptom dynamics in major depressive disorder: Integrating factor graphs and learning methods

Athreya, A. P., Banerjee, S. S., Neavin, D., Kaddurah-Daouk, R., Rush, A. J., Frye, M. A., Wang, L. M., Weinshilboum, R. M., Bobo, W. V. & Iyer, R. K., Oct 4 2017, 2017 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2017. Institute of Electrical and Electronics Engineers Inc., 8058559

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

Integrating Factor
Factor Graph
Major Depressive Disorder
Data-driven
Antidepressive Agents
4 Citations (Scopus)

Unsupervised single-cell analysis in triple-negative breast cancer: A case study

Athreya, A. P., Gaglio, A. J., Kalbarczyk, Z. T., Iyer, R. K., Cairns, J., Kalari, K. R., Weinshilboum, R. M. & Wang, L. M., Jan 17 2017, Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016. Institute of Electrical and Electronics Engineers Inc., p. 556-563 8 p. 7822581

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

Triple Negative Breast Neoplasms
Single-Cell Analysis
Genes
Metformin
Overlapping Genes
2015
1 Citation (Scopus)

Using EHR-Linked Biobank Data to Study Metformin Pharmacogenomics

Breitenstein, M. K., Simon, G., Ryu, E., Armasu, S. M., Weinshilboum, R. M., Wang, L. M. & Pathak, J., 2015, Studies in Health Technology and Informatics. IOS Press, Vol. 210. p. 914-918 5 p.

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

Metformin
Medical problems
Genes
Proteins
Pharmacogenetics