Projects per year
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Collaborations and top research areas from the last five years
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Facilitate Observational Studies of Alzheimer's Disease and Alzheimer's Disease-Related Dementias Using Ontology and Natural Language Processing
Liu, H. D., Tao, C. D., Xu, H., Xu, H. H., Tao, C. C. & Liu, H. H.
5/1/21 → 4/30/24
Project: Research project
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Semi-structured Information Retrieval in Clinical Text for Cohort Identification
Liu, H. H., Hersh, W. W. R., Wu, S. T. & Liu, H. D.
U.S. National Library of Medicine
9/20/14 → 4/30/24
Project: Research project
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Enabling Comparative Effectiveness Research in Silent Brain Infarction Through Natural Language Processing and Big Data
Kent, D. M. & Liu, H. D.
National Institute of Neurological Disorders and Stroke
6/1/17 → 5/31/21
Project: Research project
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Secondary use of EMRs for surgical complication surveillance
Liu, H. D., Larson, D. & Storlie, C.
National Institute of Biomedical Imaging and Bioengineering
5/1/15 → 5/31/23
Project: Research project
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CAREER: Natural Language Processing for Biological Knowledge Management
Crooke, E. E. & Liu, H. D.
8/1/09 → 7/31/14
Project: Research project
Research output
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Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers–Assisted Sublanguage Analysis
Wang, L., He, H., Wen, A., Moon, S., Fu, S., Peterson, K. J., Ai, X., Liu, S., Kavuluru, R. & Liu, H., 2023, In: JMIR Medical Informatics. 11, e48072.Research output: Contribution to journal › Article › peer-review
Open Access -
A cross-institutional evaluation on breast cancer phenotyping NLP algorithms on electronic health records
Zhou, S., Wang, N., Wang, L., Sun, J., Blaes, A., Liu, H. & Zhang, R., Jan 2023, In: Computational and Structural Biotechnology Journal. 22, p. 32-40 9 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Artificial intelligence model development and validation
Liu, H., Estiri, H., Wiens, J., Goldenberg, A., Saria, S. & Shah, N., Sep 2 2023, Artificial Intelligence in Health Care: The Hope, the Hype, the Promise, the Peril (2019). National Academies Press, p. 131-158 28 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm
Moon, S., Liu, S., Kshatriya, B. S. A., Fu, S., Moser, E. D., Bielinski, S. J., Fan, J. & Liu, H., Mar 2023, In: PloS one. 18, 3 MARCH, e0283800.Research output: Contribution to journal › Article › peer-review
Open Access -
Association of Incidentally Discovered Covert Cerebrovascular Disease Identified Using Natural Language Processing and Future Dementia
Kent, D. M., Leung, L. Y., Zhou, Y., Luetmer, P. H., Kallmes, D. F., Nelson, J., Fu, S., Puttock, E. J., Zheng, C., Liu, H. & Chen, W., Jan 3 2023, In: Journal of the American Heart Association. 12, 1, e027672.Research output: Contribution to journal › Article › peer-review
Open Access