Grants per year
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
Electrical Engineering and Computer Science, PhD, MIT
… → 2015
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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Grants
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Northwestern Genomic Risk Assessment and Management Program
Aufox, S. A., Chisholm, R. L., Hoell, C., Kho, A. N., Luo, Y., McNally, E. M., Perera, M., Rasmussen-Torvik, L. J., Roy-Puckelwartz, M. J., Scherr, C. E. L., Scholtens, D. M., Smith, M. E., Starren, J. B., Walunas, T. L., Wehbe, F. & Gordon, A. S.
National Human Genome Research Institute
7/1/20 → 4/30/25
Project: Research project
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Modeling the Incompleteness and Biases of Health Data
Lloyd-Jones, D. M., Luo, Y. & Wunderink, R. G.
6/1/20 → 3/31/24
Project: Research project
Research Output
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A deep-learning-based unsupervised model on esophageal manometry using variational autoencoder
Kou, W., Carlson, D. A., Baumann, A. J., Donnan, E., Luo, Y., Pandolfino, J. E. & Etemadi, M., Feb 2021, In: Artificial Intelligence In Medicine. 112, 102006.Research output: Contribution to journal › Article › peer-review
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A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports
Li, Y., Wang, H. & Luo, Y., Dec 16 2020, Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. Park, T., Cho, Y-R., Hu, X. T., Yoo, I., Woo, H. G., Wang, J., Facelli, J., Nam, S. & Kang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1999-2004 6 p. 9313289. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A multidimensional precision medicine approach identifies an autism subtype characterized by dyslipidemia
Luo, Y., Eran, A., Palmer, N., Avillach, P., Levy-Moonshine, A., Szolovits, P. & Kohane, I. S., Sep 1 2020, In: Nature Medicine. 26, 9, p. 1375-1379 5 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
A novel normalization and differential abundance test framework for microbiome data
Ma, Y., Luo, Y. & Jiang, H., Jul 1 2020, In: Bioinformatics. 36, 13, p. 3959-3965 7 p.Research output: Contribution to journal › Article › peer-review
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A Predictive Model for Parkinson's Disease Reveals Candidate Gene Sets for Progression Subtype
Dennis, S. R., Simuni, T. & Luo, Y., Dec 16 2020, Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. Park, T., Cho, Y-R., Hu, X. T., Yoo, I., Woo, H. G., Wang, J., Facelli, J., Nam, S. & Kang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 417-420 4 p. 9313376. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution