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).
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Electrical Engineering and Computer Science, PhD, MIT
… → 2015
Research interests keywords
- Autism Spectrum Disorders
- Bioinformatics
- Biomedical Ontologies
- Blood Cancer (leukemia and lymphomas)
- Computational Biology
- Critical Care
- Genomics
- Medical Informatics
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Machine learning to predict the development of ventilator-associated pneumonia
Luo, Y. (PD/PI), Wunderink, R. G. (PD/PI), Gao, C. A. (Other) & Singer, B. (Other)
American Thoracic Society, Inc.
7/1/24 → 7/1/25
Project: Research project
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AHA CDA: Primordial Prevention of Cardiometabolic Disease in High-Risk Young Adults
Shah, N. S. (PD/PI), Kandula, N. R. (Other), Luo, Y. (Other) & Siddique, J. (Other)
4/1/24 → 3/31/27
Project: Research project
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The Neu-Lung Consortium: Neutrophilic Mechanisms of Inflammation, Injury, and Repair in Lung and Airways Diseases
Fourati, S. (Co-Investigator), Luo, Y. (Co-Investigator), Morales-Nebreda, L. (Co-Investigator), Scholtens, D. M. (Co-Investigator), Wunderink, R. G. (Co-Investigator) & Walunas, T. L. (Other)
National Institute of Allergy and Infectious Diseases
4/1/24 → 3/31/29
Project: Research project
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Machine learning to predict cure in severe pneumonia episodes
Gao, C. A. (PD/PI), Andrei, A.-C. (Other), Budinger, G. S. (Other), Luo, Y. (Other), Misharin, A. (Other), Singer, B. (Other), Starren, J. (Other), Walunas, T. L. (Other) & Wunderink, R. G. (Other)
National Heart, Lung, and Blood Institute
4/1/24 → 3/31/29
Project: Research project
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Phenotype prediction and therapeutic targets in high-risk pediatric sepsis-associated MODS
Petito, L. C. (PD/PI) & Luo, Y. (Co-Investigator)
Ann & Robert H. Lurie Children’s Hospital of Chicago, National Institute of Child Health and Human Development
12/15/23 → 11/30/27
Project: Research project
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Biomarker Assessment of a High-Risk, Data-Driven Pediatric Sepsis Phenotype Characterized by Persistent Hypoxemia, Encephalopathy, and Shock
Atreya, M. R., Bennett, T. D., Geva, A., Faustino, E. V. S., Rogerson, C. M., Lutfi, R., Cvijanovich, N. Z., Bigham, M. T., Nowak, J., Schwarz, A. J., Baines, T., Haileselassie, B., Thomas, N. J., Luo, Y. & Sanchez-Pinto, L. N., Jun 1 2024, In: Pediatric Critical Care Medicine. 25, 6, p. 512-517 6 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Genetic sex validation for sample tracking in next-generation sequencing clinical testing
the eMERGE III consortium, Dec 2024, In: BMC Research Notes. 17, 1, 62.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Identification of Clinical Drivers of Left Atrial Enlargement Through Genomics of Left Atrial Size
Agrawal, V., Manouchehri, A., Vaitinadin, N. S., Shi, M., Bagheri, M., Gupta, D. K., Kullo, I. J., Luo, Y., Mcnally, E. M., Puckelwartz, M. J., Ferguson, J. F., Wells, Q. S. & Mosley, J. D., Jan 1 2024, In: Circulation: Heart Failure. 17, 1, p. E010557Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Informing immunotherapy with multi-omics driven machine learning
Li, Y., Wu, X., Fang, D. & Luo, Y., Dec 2024, In: npj Digital Medicine. 7, 1, 67.Research output: Contribution to journal › Review article › peer-review
Open Access3 Scopus citations -
Longitudinal clustering of Life's Essential 8 health metrics: Application of a novel unsupervised learning method in the CARDIA study
Graffy, P., Zimmerman, L., Luo, Y., Yu, J., Choi, Y., Zmora, R., Lloyd-Jones, D. & Allen, N. B., Feb 1 2024, In: Journal of the American Medical Informatics Association. 31, 2, p. 406-415 10 p.Research output: Contribution to journal › Article › peer-review
Datasets
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Additional file 3 of Deep learning for cancer type classification and driver gene identification
Zeng, Z. (Creator), Mao, C. (Creator), Vo, A. (Creator), Li, X. (Creator), Nugent, J. O. (Creator), Khan, S. A. (Creator), Clare, S. E. (Creator) & Luo, Y. (Creator), figshare, 2021
DOI: 10.6084/m9.figshare.16864954, https://springernature.figshare.com/articles/dataset/Additional_file_3_of_Deep_learning_for_cancer_type_classification_and_driver_gene_identification/16864954
Dataset
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Additional file 4 of Deep learning for cancer type classification and driver gene identification
Zeng, Z. (Creator), Mao, C. (Creator), Vo, A. (Creator), Li, X. (Creator), Nugent, J. O. (Creator), Khan, S. A. (Creator), Clare, S. E. (Creator) & Luo, Y. (Creator), figshare, 2021
DOI: 10.6084/m9.figshare.16864957, https://springernature.figshare.com/articles/dataset/Additional_file_4_of_Deep_learning_for_cancer_type_classification_and_driver_gene_identification/16864957
Dataset
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Additional file 6 of Deep learning for cancer type classification and driver gene identification
Zeng, Z. (Creator), Mao, C. (Creator), Vo, A. (Creator), Li, X. (Creator), Nugent, J. O. (Creator), Khan, S. A. (Creator), Clare, S. E. (Creator) & Luo, Y. (Creator), figshare, 2021
DOI: 10.6084/m9.figshare.16864963, https://springernature.figshare.com/articles/dataset/Additional_file_6_of_Deep_learning_for_cancer_type_classification_and_driver_gene_identification/16864963
Dataset
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Datasets and metadata supporting the published article: Somatic Genetic Aberrations in Benign Breast Disease and the Risk of Subsequent Breast Cancer
Zeng, Z. (Contributor), Vo, A. (Creator), Li, X. (Contributor), Shidfar, A. (Creator), Saldana, P. (Creator), Blanco, L. (Creator), Xuei, X. (Contributor), Luo, Y. (Creator), Khan, S. A. (Creator) & Clare, S. E. (Creator), figshare, 2020
DOI: 10.6084/m9.figshare.12191793.v1, https://springernature.figshare.com/articles/Datasets_and_metadata_supporting_the_published_article_Somatic_Genetic_Aberrations_in_Benign_Breast_Disease_and_the_Risk_of_Subsequent_Breast_Cancer/12191793/1
Dataset
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Deep learning for cancer type classification and driver gene identification
Zeng, Z. (Creator), Mao, C. (Creator), Vo, A. (Creator), Li, X. (Creator), Nugent, J. O. (Creator), Khan, S. A. (Creator), Clare, S. E. (Creator) & Luo, Y. (Creator), figshare, 2021
DOI: 10.6084/m9.figshare.c.5676472, https://springernature.figshare.com/collections/Deep_learning_for_cancer_type_classification_and_driver_gene_identification/5676472
Dataset