Hongfang D Liu, PhD

Professor

  • 3830 Citations
  • 34 h-Index
19992019
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Natural Language Processing Medicine & Life Sciences
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Unified Medical Language System Medicine & Life Sciences

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Projects 2009 2019

Electronic medical equipment
Processing
Natural language processing systems
Knowledge engineering
Health care
Information retrieval
Processing
Health
Query languages
Electronic medical equipment
Electronic Health Records
Asthma
Natural Language Processing
International Classification of Diseases

Natural language processing for clinical and translational research

Liu, H. D., Pakhomov, S. V. S., Xu, H. U. A., Pakhomov, S. V. S. & Xu, H. U. A.

National Institutes of Health

4/1/133/31/17

Project: Research project

Natural language processing systems
Electronic medical equipment
Processing
Electronic data interchange
Interoperability

Research Output 1999 2019

1 Citation (Scopus)
Information Science
Cognitive Science
Artificial Intelligence
Psychology
Natural Language Processing

Annotating Cohort Data Elements with OHDSI Common Data Model to Promote Research Reproducibility

Zhao, Y., Wang, Y., Wang, H., Yan, B., Shen, F., Peterson, K. J., Rocca, W. A., St. Sauver, J. & Liu, H. D., 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. 1310-1317 8 p. 8621269. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Informatics
Electronic Health Records
Data structures
Health
Epidemiology

Leveraging Association Rule Mining to Detect Pathophysiological Mechanisms of Chronic Kidney Disease Complicated by Metabolic Syndrome

Peng, S., Fan, Y., Wang, L., Wen, A., Liu, X., Liu, H. D. & Shen, F., 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. 1302-1309 8 p. 8621226. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Association rules
Chronic Renal Insufficiency
Semantics
MEDLINE
Triglycerides

PSB 2019 Workshop on Text Mining and Visualization for Precision Medicine

Gonzalez-Hernandez, G., Lu, Z., Leaman, R., Weissenbacher, D., Boland, M. R., Chen, Y., Du, J., Fluck, J., Greene, C. S., Holmes, J., Kashyap, A., Nielsen, R. L., Ouyang, Z., Schaaf, S., Taroni, J. N., Tao, C., Zhang, Y. & Liu, H. D., Jan 1 2019, In : Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing. 24, p. 449-454 6 p.

Research output: Contribution to journalArticle

Precision Medicine
Data Mining
Education
Research Personnel
Natural Language Processing

Rare disease knowledge enrichment through a data-driven approach

Shen, F., Zhao, Y., Wang, L., Mojarad, M. R., Wang, Y., Liu, S. & Liu, H. D., Feb 14 2019, In : BMC Medical Informatics and Decision Making. 19, 1, 752.

Research output: Contribution to journalArticle

Rare Diseases
Phenotype
Electronic Health Records
Differential Diagnosis
Encyclopedias