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. 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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FedFSA: Hybrid and federated framework for functional status ascertainment across institutions
Fu, S., Jia, H., Vassilaki, M., Keloth, V. K., Dang, Y., Zhou, Y., Garg, M., Petersen, R. C., St Sauver, J., Moon, S., Wang, L., Wen, A., Li, F., Xu, H., Tao, C., Fan, J., Liu, H. & Sohn, S., Apr 2024, In: Journal of Biomedical Informatics. 152, 104623.Research output: Contribution to journal › Article › peer-review
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The Lymphoma Epidemiology of Outcomes cohort study: Design, baseline characteristics, and early outcomes
Cerhan, J. R., Maurer, M. J., Link, B. K., Feldman, A. L., Habermann, T. M., Jaye, D. L., Burack, W. R., McDonnell, T. J., Vega, F., Chapman, J. R., Syrbu, S., Vij, K. R., Inghirami, G., Leonard, J. P., Bernal-Mizrachi, L., Farooq, U., Witzig, T. E., Weiner, G. J., Wang, Y., Alderuccio, J. P., & 23 others , Mar 2024, In: American journal of hematology. 99, 3, p. 408-421 14 p.Research output: Contribution to journal › Article › peer-review
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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 -
An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C)
National COVID Cohort Collaborative (N3C) Natural Language Processing (NLP) Subgroup, National COVID Cohort Collaborative (N3C), Dec 1 2023, In: Journal of the American Medical Informatics Association. 30, 12, p. 2036-2040 5 p.Research output: Contribution to journal › Article › peer-review
Open Access