Guoqian D Jiang, MD, PhD

  • 671 Citations
  • 13 Scopus h-Index
20022020

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

  • 671 Citations
  • 13 Scopus h-Index
  • 63 Article
  • 27 Conference contribution
  • 10 Conference article
2020

Identifying sub-phenotypes of acute kidney injury using structured and unstructured electronic health record data with memory networks

Xu, Z., Chou, J., Zhang, X. S., Luo, Y., Isakova, T., Adekkanattu, P., Ancker, J. S., Jiang, G., Kiefer, R. C., Pacheco, J. A., Rasmussen, L. V., Pathak, J. & Wang, F., Feb 2020, In : Journal of Biomedical Informatics. 102, 103361.

Research output: Contribution to journalArticle

1 Scopus citations
2019

ADEpedia-on-OHDSI: A next generation pharmacovigilance signal detection platform using the OHDSI common data model

Yu, Y., Ruddy, K. J., Hong, N., Tsuji, S., Wen, A., Shah, N. D. & Jiang, G. D., Mar 1 2019, In : Journal of Biomedical Informatics. 91, 103119.

Research output: Contribution to journalArticle

Augmenting medical device evaluation using a reusable unique device identifier interoperability solution based on the OHDSI common data model

Jiang, G., Yu, Y., Kingsbury, P. R. & Shah, N., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1502-1503 2 p. (Studies in Health Technology and Informatics; vol. 264).

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

Building a Research-Quality Copy Number Variation Data Repository for Translational Research

Wang, C., Moore, R. M., Evans, J. M., Hou, X., John Weroha, S. & Jiang, G. D., Jan 1 2019, Heterogeneous Data Management, Polystores, and Analytics for Healthcare - VLDB 2018 Workshops, Poly and DMAH, 2018, Revised Selected Papers. Stonebraker, M., Wang, F., Gadepally, V., Teodoro, G., Mattson, T. & Luo, G. (eds.). Springer Verlag, p. 148-161 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11470 LNCS).

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

Considerations for Improving the Portability of Electronic Health Record-Based Phenotype Algorithms

Rasmussen, L. V., Brandt, P. S., Jiang, G., Kiefer, R. C., Pacheco, J. A., Adekkanattu, P., Ancker, J. S., Wang, F., Xu, Z., Pathak, J. & Luo, Y., Jan 1 2019, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2019, p. 755-764 10 p.

Research output: Contribution to journalArticle

1 Scopus citations

Developing a FHIR-based EHR phenotyping framework: A case study for identification of patients with obesity and multiple comorbidities from discharge summaries

Hong, N., Wen, A., Stone, D. J., Tsuji, S., Kingsbury, P. R., Rasmussen, L. V., Pacheco, J. A., Adekkanattu, P., Wang, F., Luo, Y., Pathak, J., Liu, H. & Jiang, G., Nov 2019, In : Journal of Biomedical Informatics. 99, 103310.

Research output: Contribution to journalArticle

1 Scopus citations

Developing a portable natural language processing based phenotyping system

Sharma, H., Mao, C., Zhang, Y., Vatani, H., Yao, L., Zhong, Y., Rasmussen, L., Jiang, G., Pathak, J. & Luo, Y., Apr 4 2019, In : BMC Medical Informatics and Decision Making. 19, 78.

Research output: Contribution to journalArticle

Open Access
3 Scopus citations

Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study

Adekkanattu, P., Jiang, G., Luo, Y., Kingsbury, P. R., Xu, Z., Rasmussen, L. V., Pacheco, J. A., Kiefer, R. C., Stone, D. J., Brandt, P. S., Yao, L., Zhong, Y., Deng, Y., Wang, F., Ancker, J. S., Campion, T. R. & Pathak, J., Jan 1 2019, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2019, p. 190-199 10 p.

Research output: Contribution to journalArticle

Mapping Common Data Elements to a Domain Model Using an Artificial Neural Network

Renner, R., Li, S., Huang, Y., Tan, S., Li, D., Zijp-Tan, A. C. V. D., Benton, R., Borchert, G. M., Huang, J. & Jiang, G. 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. 1532-1535 4 p. 8621535. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

1 Scopus citations

Stratified mortality prediction of patients with acute kidney injury in critical care

Xu, Z., Luo, Y., Adekkanattu, P., Ancker, J. S., Jiang, G., Kiefer, R. C., Pacheco, J. A., Rasmussen, L. V., Pathak, J. & Wang, F., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 462-466 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

Using an artificial neural network to map cancer common data elements to the biomedical research integrated domain group model in a semi-automated manner

Renner, R., Li, S., Huang, Y., Van Der Zijp-Tan, A. C., Tan, S., Li, D., Kasukurthi, M. V., Benton, R., Borchert, G. M., Huang, J. & Jiang, G., Dec 23 2019, In : BMC Medical Informatics and Decision Making. 19, 276.

Research output: Contribution to journalArticle

Open Access
2018

A case study evaluating the portability of an executable computable phenotype algorithm across multiple institutions and electronic health record environments

Pacheco, J. A., Rasmussen, L. V., Kiefer, R. C., Campion, T. R., Speltz, P., Carroll, R. J., Stallings, S. C., Mo, H., Ahuja, M., Jiang, G., LaRose, E. R., Peissig, P. L., Shang, N., Benoit, B., Gainer, V. S., Borthwick, K., Jackson, K. L., Sharma, A., Wu, A. Y., Kho, A. N. & 4 others, Roden, D. M., Pathak, J., Denny, J. C. & Thompson, W. K., Nov 1 2018, In : Journal of the American Medical Informatics Association. 25, 11, p. 1540-1546 7 p.

Research output: Contribution to journalArticle

4 Scopus citations

Automated Population of an i2b2 Clinical Data Warehouse using FHIR

Solbrig, H. R., Hong, N., Murphy, S. N. & Jiang, G., Jan 1 2018, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2018, p. 979-988 10 p.

Research output: Contribution to journalArticle

1 Scopus citations

Clinical Concept Value Sets and Interoperability in Health Data Analytics

Gold, S., Batch, A., McClure, R., Jiang, G., Kharrazi, H., Saripalle, R., Huser, V., Weng, C., Roderer, N., Szarfman, A., Elmqvist, N. & Gotz, D., Jan 1 2018, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2018, p. 480-489 10 p.

Research output: Contribution to journalArticle

1 Scopus citations

Construction of mammographic examination process ontology using bottom–up hierarchical task analysis

Yagahara, A., Yokooka, Y., Jiang, G., Tsuji, S., Fukuda, A., Nishimoto, N., Kurowarabi, K. & Ogasawara, K., Mar 1 2018, In : Radiological Physics and Technology. 11, 1, p. 73-81 9 p.

Research output: Contribution to journalArticle

Portable Phenotyping System: A Portable Machine-Learning Approach to i2b2 Obesity Challenge

Sharma, H., Mao, C., Zhang, Y., Vatani, H., Yao, L., Zhong, Y., Rasmussen, L., Jiang, G., Pathak, J. & Luo, Y., Jul 16 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018. Institute of Electrical and Electronics Engineers Inc., p. 86-87 2 p. 8411818. (Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018).

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

Preliminary exploration of survival analysis using the OHDSI common data model: A case study of intrahepatic cholangiocarcinoma

Hong, N., Zhang, N., Wu, H., Lu, S., Yu, Y., Hou, L., Lu, Y., Liu, H. D. & Jiang, G. D., Dec 7 2018, In : BMC Medical Informatics and Decision Making. 18, 116.

Research output: Contribution to journalArticle

2 Scopus citations

Standardizing Heterogeneous Annotation Corpora Using HL7 FHIR for Facilitating their Reuse and Integration in Clinical NLP

Hong, N., Wen, A., Mojarad, M. R., Sohn, S., Liu, H. & Jiang, G., Jan 1 2018, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2018, p. 574-583 10 p.

Research output: Contribution to journalArticle

2 Scopus citations

Toward a normalized clinical drug knowledge base in China - Applying the RxNorm model to Chinese clinical drugs

Wang, L., Zhang, Y., Jiang, M., Wang, J., Dong, J., Liu, Y., Tao, C., Jiang, G. D., Zhou, Y. & Xu, H., Jul 1 2018, In : Journal of the American Medical Informatics Association. 25, 7, p. 809-818 10 p.

Research output: Contribution to journalArticle

4 Scopus citations
2017

A consensus-based approach for harmonizing the ohdsi common data model with HL7 FHIR

Jiang, G. D., Kiefer, R. C., Sharma, D. K., Prud'hommeaux, E. & Solbrig, H. R., Jan 1 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. IOS Press, Vol. 245. p. 887-891 5 p. (Studies in Health Technology and Informatics; vol. 245).

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

2 Scopus citations

Blending FHIR RDF and OWL

Solbrig, H. R., Prud’hommeaux, E. & Jiang, G. D., Jan 1 2017, In : CEUR Workshop Proceedings. 2042

Research output: Contribution to journalArticle

Building an i2b2-based integrated data repository for cancer research: A case study of ovarian cancer registry

Hong, N., Li, Z., Kiefer, R. C., Robertson, M. S., Goode, E. L., Wang, C. & Jiang, G. D., 2017, Data Management and Analytics for Medicine and Healthcare - 2nd International Workshop, DMAH 2016 Held at VLDB 2016, Revised Selected Papers. Springer Verlag, Vol. 10186 LNCS. p. 121-135 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10186 LNCS).

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

1 Scopus citations

Building a semantic web-based metadata repository for facilitating detailed clinical modeling in cancer genome studies

Sharma, D. K., Solbrig, H. R., Tao, C., Weng, C., Chute, C. G. & Jiang, G., Jun 5 2017, In : Journal of Biomedical Semantics. 8, 1, 19.

Research output: Contribution to journalArticle

2 Scopus citations

Building interoperable FHIR-based vocabulary mapping services: A case study of OHDSI vocabularies and mappings

Jiang, G. D., Kiefer, R., Prud'hommeaux, E. & Solbrig, H. R., Jan 1 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. IOS Press, Vol. 245. 1 p. (Studies in Health Technology and Informatics; vol. 245).

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

4 Scopus citations

Developing A Semantic Web-based Framework for Executing the Clinical Quality Language Using FHIR

Jiang, G. D., Prud’Hommeaux, E., Xiao, G. & Solbrig, H. R., Jan 1 2017, In : CEUR Workshop Proceedings. 2042

Research output: Contribution to journalArticle

1 Scopus citations

Mining Hierarchies and Similarity Clusters from Value Set Repositories

Peterson, K. J., Jiang, G. D., Brue, S. M., Shen, F. & Liu, H. D., Jan 1 2017, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2017, p. 1372-1381 10 p.

Research output: Contribution to journalArticle

Modeling and validating HL7 FHIR profiles using semantic web Shape Expressions (ShEx)

Solbrig, H. R., Prud'hommeaux, E., Grieve, G., McKenzie, L., Mandel, J. C., Sharma, D. K. & Jiang, G. D., Mar 1 2017, In : Journal of Biomedical Informatics. 67, p. 90-100 11 p.

Research output: Contribution to journalArticle

13 Scopus citations

Preoperative red cell distribution width and neutrophil-to-lymphocyte ratio predict survival in patients with epithelial ovarian cancer

Li, Z., Hong, N., Robertson, M., Wang, C. & Jiang, G. D., Feb 22 2017, In : Scientific Reports. 7, 43001.

Research output: Contribution to journalArticle

29 Scopus citations

Shiny FHIR: An integrated framework leveraging shiny R and HL7 FHIR to empower standards-based clinical data applications

Hong, N., Prodduturi, N., Wang, C. & Jiang, G. D., Jan 1 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. IOS Press, Vol. 245. p. 868-872 5 p. (Studies in Health Technology and Informatics; vol. 245).

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

1 Scopus citations

Visual FHIR: An Interactive Browser to Navigate HL7 FHIR Specification

Hong, N., Wang, K., Yao, L. & Jiang, G. D., Sep 8 2017, Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017. Institute of Electrical and Electronics Engineers Inc., p. 26-30 5 p. 8031128

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

2 Scopus citations
2016

A computational framework for converting textual clinical diagnostic criteria into the quality data model

Hong, N., Li, D., Yu, Y., Xiu, Q., Liu, H. D. & Jiang, G. D., Oct 1 2016, In : Journal of Biomedical Informatics. 63, p. 11-21 11 p.

Research output: Contribution to journalArticle

4 Scopus citations

Automated learning of domain taxonomies from text using background knowledge

Hoxha, J., Jiang, G. D. & Weng, C., Oct 1 2016, In : Journal of Biomedical Informatics. 63, p. 295-306 12 p.

Research output: Contribution to journalArticle

9 Scopus citations

Developing a data element repository to support EHR-driven phenotype algorithm authoring and execution

Jiang, G. D., Kiefer, R. C., Rasmussen, L. V., Solbrig, H. R., Mo, H., Pacheco, J. A., Xu, J., Montague, E., Thompson, W. K., Denny, J. C., Chute, C. G. & Pathak, J., Aug 1 2016, In : Journal of Biomedical Informatics. 62, p. 232-242 11 p.

Research output: Contribution to journalArticle

5 Scopus citations

Developing a modular architecture for creation of rule-based clinical diagnostic criteria

Hong, N., Pathak, J., Chute, C. G. & Jiang, G., Oct 21 2016, In : BioData Mining. 9, 1, 33.

Research output: Contribution to journalArticle

HL7 FHIR and Schema.org

Solbrig, H. R., Prud'hommeaux, E. & Jiang, G. D., 2016, In : CEUR Workshop Proceedings. 1795

Research output: Contribution to journalArticle

Leveraging Terminology Services for Extract-Transform-Load Processes: A User-Centered Approach

Peterson, K. J., Jiang, G. D., Brue, S. M. & Liu, H. D., 2016, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2016, p. 1010-1019 10 p.

Research output: Contribution to journalArticle

Ontology-based collection, representation and analysis of drug-associated neuropathy adverse events

Guo, A., Racz, R., Hur, J., Lin, Y., Xiang, Z., Zhao, L., Rinder, J., Jiang, G., Zhu, Q. & He, Y., May 21 2016, In : Journal of Biomedical Semantics. 7, 1, 29.

Research output: Contribution to journalArticle

12 Scopus citations

Standardized Representation of Clinical Study Data Dictionaries with CIMI Archetypes

Sharma, D. K., Solbrig, H. R., Prud'hommeaux, E., Pathak, J. & Jiang, G. D., 2016, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2016, p. 1119-1128 10 p.

Research output: Contribution to journalArticle

The development of non-coding RNA ontology

Huang, J., Eilbeck, K., Smith, B., Blake, J. A., Dou, D., Huang, W., Natale, D. A., Ruttenberg, A., Huan, J., Zimmermann, M. T., Jiang, G., Lin, Y., Wu, B., Strachan, H. J., De Silva, N., Kasukurthi, M. V., Jha, V. K., He, Y., Zhang, S., Wang, X. & 3 others, Liu, Z., Borchert, G. M. & Tan, M., Jan 1 2016, In : International Journal of Data Mining and Bioinformatics. 15, 3, p. 214-232 19 p.

Research output: Contribution to journalArticle

9 Scopus citations

The Non-Coding RNA Ontology (NCRO): A comprehensive resource for the unification of non-coding RNA biology

Huang, J., Eilbeck, K., Smith, B., Blake, J. A., Dou, D., Huang, W., Natale, D. A., Ruttenberg, A., Huan, J., Zimmermann, M. T., Jiang, G., Lin, Y., Wu, B., Strachan, H. J., He, Y., Zhang, S., Wang, X., Liu, Z., Borchert, G. M. & Tan, M., May 4 2016, In : Journal of Biomedical Semantics. 7, 1, 24.

Research output: Contribution to journalArticle

8 Scopus citations

Using semantic web technologies for the generation of domain-specific templates to support clinical study metadata standards

Jiang, G. D., Evans, J., Endle, C. M., Solbrig, H. R. & Chute, C. G., 2016, In : Journal of Animal Science and Biotechnology. 7, 1, 10.

Research output: Contribution to journalArticle

6 Scopus citations
2015

A domain ontology for the Non-Coding RNA field

Huang, J., Eilbeck, K., Blake, J. A., Dou, D., Natale, D. A., Ruttenberg, A., Smith, B., Zimmermann, M. T., Jiang, G., Lin, Y., Wu, B., He, Y., Zhang, S., Wang, X., Zhang, H., Liu, Z. & Tan, M., Dec 16 2015, Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015. Schapranow, L. M., Zhou, J., Hu, X. T., Ma, B., Rajasekaran, S., Miyano, S., Yoo, I., Pierce, B., Shehu, A., Gombar, V. K., Chen, B., Pai, V. & Huan, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 621-624 4 p. 7359755. (Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015).

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

1 Scopus citations

A Pilot Study on Modeling of Diagnostic Criteria Using OWL and SWRL

Hong, N., Jiang, G. D., Pathak, J. & Chute, C. G., 2015, Studies in Health Technology and Informatics. IOS Press, Vol. 216. p. 1093 1 p. (Studies in Health Technology and Informatics; vol. 216).

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

A Standards-based Semantic Metadata Repository to Support EHR-driven Phenotype Authoring and Execution

Jiang, G. D., Solbrig, H. R., Kiefer, R., Rasmussen, L. V., Mo, H., Speltz, P., Thompson, W. K., Denny, J. C., Chute, C. G. & Pathak, J., 2015, Studies in Health Technology and Informatics. IOS Press, Vol. 216. p. 1098 1 p. (Studies in Health Technology and Informatics; vol. 216).

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

4 Scopus citations

Bridging vaccine ontology and NCIt vaccine domain for cancer vaccine data integration and analysis

He, Y. & Jiang, G. D., 2015, CEUR Workshop Proceedings. CEUR-WS, Vol. 1515.

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

Desiderata for computable representations of electronic health records-driven phenotype algorithms

Other collaborators, Jan 1 2015, In : Journal of the American Medical Informatics Association. 22, 6, p. 1220-1230 11 p.

Research output: Contribution to journalArticle

47 Scopus citations

Developing a modular architecture for creation of rule-based clinical diagnostic criteria

Hong, N., Jiang, G. D., Pathak, J. & Chute, C. G., 2015, CEUR Workshop Proceedings. CEUR-WS, Vol. 1428.

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

Developing a Standards-Based Information Model for Representing Computable Diagnostic Criteria: A Feasibility Study of the NQF Quality Data Model

Jiang, G. D., Solbrig, H. R., Pathak, J. & Chute, C. G., 2015, Studies in Health Technology and Informatics. IOS Press, Vol. 216. p. 1097 1 p. (Studies in Health Technology and Informatics; vol. 216).

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

2 Scopus citations

Feasibility of modeling HL7 FHIR profiles using RDF shape expressions language

Solbrig, H. R., Prud'hommeaux, E., Sharma, D. K., Chute, C. G. & Jiang, G. D., 2015, CEUR Workshop Proceedings. CEUR-WS, Vol. 1546. p. 208-209 2 p.

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

Harmonization of detailed clinical models with clinical study data standards

Jiang, G., Evans, J., Oniki, T. A., Coyle, J. F., Bain, L., Huff, S. M., Kush, R. D. & Chute, C. G., Jan 1 2015, In : Methods of Information in Medicine. 54, 1, p. 65-74 10 p.

Research output: Contribution to journalArticle

12 Scopus citations