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Personal profile

Research Interests

His research interests include machine learning, natural language processing, time series analysis, integrative genomic analysis and big data analytics, with a focus on medical and clinical applications. He is the Chief AI Scientist at Northwestern University Clinical and Translational Sciences Institute (NUCATS).

Education/Academic qualification

PhD, Massachusetts Institute of Technology

… → 2015

Research interests

  • Autism Spectrum Disorders
  • Bioinformatics
  • Biomedical Ontologies
  • Blood Cancer (leukemia and lymphomas)
  • Computational Biology
  • Critical Care
  • Genomics
  • Medical Informatics

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Research Output

Identifying sub-phenotypes of acute kidney injury using structured and unstructured electronic health record data with memory networks

Xu, Z., Chou, J., Zhang, X. S., Luo, Y., Isakova, T., Adekkanattu, P., Ancker, J. S., Jiang, G., Kiefer, R. C., Pacheco, J. A., Rasmussen, L. V., Pathak, J. & Wang, F., Feb 2020, In : Journal of Biomedical Informatics. 102, 103361.

Research output: Contribution to journalArticle

  • Supervised subgraph augmented non-negative matrix factorization for interpretable manufacturing time series data analytics

    Sun, H., Jin, R. & Luo, Y., Jan 2 2020, In : IISE Transactions. 52, 1, p. 120-131 12 p.

    Research output: Contribution to journalArticle

  • Cancer classification and pathway discovery using non-negative matrix factorization

    Zeng, Z., Vo, A. H., Mao, C., Clare, S. E., Khan, S. A. & Luo, Y., Aug 2019, In : Journal of Biomedical Informatics. 96, 103247.

    Research output: Contribution to journalArticle

  • Characterizing Design Patterns of EHR-Driven Phenotype Extraction Algorithms

    Zhong, Y., Rasmussen, L., Deng, Y., Pacheco, J., Smith, M. E., Starren, J. B., Wei, W. Q., Speltz, P., Denny, J., Walton, N., Hripcsak, G., Chute, C. G. & Luo, Y., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1143-1146 4 p. 8621240. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

  • 5 Scopus citations