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Liqin Wang, Ph.D.

Title
Institution
Department
Address
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Profile Picture

Biography
awards and honors
2018
Distinguished Paper Award
2018
Best Poster Award
2016
Helmuth F. Orthner Travel Assistance Award
2009 - 2010
Homer R. Warner Assistantship Award
2017 - 2018
Partners in Excellence Award

Overview
overview
Liqin Wang, PhD is a research fellow in the Division of General Internal Medicine and Primary Care at the Brigham and Women's Hospital. She is interested in using AI techniques and electronic health records data for clinical informatics research, focusing on disease phenotyping, risk factor discovery, prognosis in aging, and drug allergy. Dr. Wang earned an PhD in Biomedical Informatics from the University of Utah.

Research
research activities and funding
The research activities and funding listed below are automatically derived from NIH ExPORTER and other sources, which might result in incorrect or missing items. Faculty can login to make corrections and additions.
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  1. K99AG075190 (Wang, Liqin) Sep 15, 2022 - Aug 31, 2024
    NIH/NIA
    Antecedents and Outcomes of Subjective Cognitive Decline: An Electronic Health Records and Artificial Intelligence Approach
    Role: Principal Investigator
  2. AARF-22-924992 (Wang, Liqin) Mar 1, 2022 - Feb 28, 2025
    Alzheimer's Association
    AI for Early Detection of Cognitive Decline in Electronic Health Records
    Role: Principal Investigator

Bibliographic
selected publications
Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
  1. Wang L, Foer D, Zhang Y, Karlson EW, Bates DW, Zhou L. Post-Acute COVID-19 Respiratory Symptoms in Patients With Asthma: An Electronic Health Records-Based Study. J Allergy Clin Immunol Pract. 2022 Dec 22. PMID: 36566779; PMCID: PMC9773736.
    Citations:    Fields:    
  2. Wang L, Park H, Vallamkonda S, Seger DL, Blackley SV, Garabedian PM, Goss F, Blumenthal KG, Bates DW, Murphy S, Zhou L. Dynamic reaction picklist for improving allergy reaction documentation: A usability study. Int J Med Inform. 2023 02; 170:104939. PMID: 36529027.
    Citations:    Fields:    Translation:Humans
  3. Wang L, Varghese S, Bassir F, Lo YC, Ortega CA, Shah S, Blumenthal KG, Phillips EJ, Zhou L. Stevens-Johnson syndrome and toxic epidermal necrolysis: A systematic review of PubMed/MEDLINE case reports from 1980 to 2020. Front Med (Lausanne). 2022; 9:949520. PMID: 36091694; PMCID: PMC9449801.
    Citations: 1     
  4. Cucka B, Biglione B, Zhou L, Phillips EJ, Bassir F, Samarakoon U, Rrapi R, Chand S, Wang L, Alvarez-Arango S, Blumenthal KG, Kroshinsky D. Drug reaction with eosinophilia and systemic symptoms in patients hospitalized with COVID-19: a case series from a large US healthcare system. Br J Dermatol. 2022 10; 187(4):619-622. PMID: 35700153; PMCID: PMC9350236.
    Citations:    Fields:    
  5. Varghese S, Wang L, Blackley SV, Blumenthal KG, Goss FR, Zhou L. Expanding the reaction picklist in electronic health records improves allergy documentation. J Allergy Clin Immunol Pract. 2022 10; 10(10):2768-2771.e2. PMID: 35835388.
    Citations:    Fields:    
  6. Vallamkonda S, Ortega CA, Lo YC, Blackley SV, Wang L, Seger DL, Blumenthal KG, Plasek JM, Goss F, Zhou L. Identifying and Reconciling Patients' Allergy Information Within the Electronic Health Record. Stud Health Technol Inform. 2022 Jun 06; 290:120-124. PMID: 35672983.
    Citations:    Fields:    Translation:Humans
  7. Phadke NA, Wickner P, Wang L, Zhou L, Mort E, Bates DW, Seguin C, Fu X, Blumenthal KG. Allergy Safety Events in Health Care: Development and Application of a Classification Schema Based on Retrospective Review. J Allergy Clin Immunol Pract. 2022 07; 10(7):1844-1855.e3. PMID: 35398557; PMCID: PMC9371622.
    Citations:    Fields:    Translation:Humans
  8. Bassir F, Varghese S, Wang L, Chin YP, Zhou L. The Use of Electronic Health Records to Study Drug-Induced Hypersensitivity Reactions from 2000 to 2021: A Systematic Review. Immunol Allergy Clin North Am. 2022 05; 42(2):453-497. PMID: 35469629; PMCID: PMC9267416.
    Citations:    Fields:    Translation:Humans
  9. Wang L, Foer D, MacPhaul E, Lo YC, Bates DW, Zhou L. PASCLex: A comprehensive post-acute sequelae of COVID-19 (PASC) symptom lexicon derived from electronic health record clinical notes. J Biomed Inform. 2022 01; 125:103951. PMID: 34785382; PMCID: PMC8590503.
    Citations:    Fields:    Translation:HumansCells
  10. Wang L, Laurentiev J, Yang J, Lo YC, Amariglio RE, Blacker D, Sperling RA, Marshall GA, Zhou L. Development and Validation of a Deep Learning Model for Earlier Detection of Cognitive Decline From Clinical Notes in Electronic Health Records. JAMA Netw Open. 2021 11 01; 4(11):e2135174. PMID: 34792589; PMCID: PMC8603078.
    Citations: 1     Fields:    Translation:Humans
  11. Yang J, Lian JW, Chin YH, Wang L, Lian A, Murphy GF, Zhou L. Assessing the Prognostic Significance of Tumor-Infiltrating Lymphocytes in Patients With Melanoma Using Pathologic Features Identified by Natural Language Processing. JAMA Netw Open. 2021 09 01; 4(9):e2126337. PMID: 34550383; PMCID: PMC8459191.
    Citations: 5     Fields:    Translation:HumansCells
  12. Robinson LB, Wang L, Fu X, Wallace ZS, Long AA, Zhang Y, Camargo CA, Blumenthal KG. COVID-19 severity in asthma patients: a multi-center matched cohort study. J Asthma. 2022 03; 59(3):442-450. PMID: 33650461; PMCID: PMC7938653.
    Citations: 7     Fields:    Translation:HumansCells
  13. Tang C, Plasek JM, Shi X, Wan M, Zhang H, Kang MJ, Wang L, Dulgarian SM, Xiong Y, Ma J, Bates DW, Zhou L. Estimating Time to Progression of Chronic Obstructive Pulmonary Disease With Tolerance. IEEE J Biomed Health Inform. 2021 01; 25(1):175-180. PMID: 32386167.
    Citations:    Fields:    Translation:Humans
  14. Wang L, Miloslavsky E, Stone JH, Choi HK, Zhou L, Wallace ZS. Topic modeling to characterize the natural history of ANCA-Associated vasculitis from clinical notes: A proof of concept study. Semin Arthritis Rheum. 2021 02; 51(1):150-157. PMID: 33383291; PMCID: PMC7902471.
    Citations: 2     Fields:    Translation:Humans
  15. Yang J, Wang L, Phadke NA, Wickner PG, Mancini CM, Blumenthal KG, Zhou L. Development and Validation of a Deep Learning Model for Detection of Allergic Reactions Using Safety Event Reports Across Hospitals. JAMA Netw Open. 2020 11 02; 3(11):e2022836. PMID: 33196805.
    Citations: 3     Fields:    Translation:Humans
  16. Shi D, Tang C, Blackley SV, Wang L, Yang J, He Y, Bennett SI, Xiong Y, Shi X, Zhou L, Bates DW. An annotated dataset of tongue images supporting geriatric disease diagnosis. Data Brief. 2020 Oct; 32:106153. PMID: 32904258; PMCID: PMC7452583.
    Citations: 1     
  17. Wang L, Foer D, Bates DW, Boyce JA, Zhou L. Risk factors for hospitalization, intensive care, and mortality among patients with asthma and COVID-19. J Allergy Clin Immunol. 2020 10; 146(4):808-812. PMID: 32735807; PMCID: PMC7387277.
    Citations: 20     Fields:    Translation:HumansCellsPHPublic Health
  18. Wang L, Blackley SV, Blumenthal KG, Yerneni S, Goss FR, Lo YC, Shah SN, Ortega CA, Korach ZT, Seger DL, Zhou L. A dynamic reaction picklist for improving allergy reaction documentation in the electronic health record. J Am Med Inform Assoc. 2020 06 01; 27(6):917-923. PMID: 32417930.
    Citations: 2     Fields:    Translation:Humans
  19. Korach ZT, Cato KD, Collins SA, Kang MJ, Knaplund C, Dykes PC, Wang L, Schnock KO, Garcia JP, Jia H, Chang F, Schwartz JM, Zhou L. Unsupervised Machine Learning of Topics Documented by Nurses about Hospitalized Patients Prior to a Rapid-Response Event. Appl Clin Inform. 2019 10; 10(5):952-963. PMID: 31853936.
    Citations: 6     Fields:    Translation:Humans
  20. Wang L, Miloslaysky E, Stone J, Choi HK, Zhou L, Wallace Z. Arthritis Rheumatol. A retrospective cohort study using clinical notes and latent topic modeling to characterize the natural history of ANCA-associated Vasculitis [abstract]. Arthritis Rheumatol. 2019; 71(suppl 10). View Publication.
  21. Wang L, Sha L, Lakin JR, Bynum J, Bates DW, Hong P, Zhou L. Development and Validation of a Deep Learning Algorithm for Mortality Prediction in Selecting Patients With Dementia for Earlier Palliative Care Interventions. JAMA Netw Open. 2019 07 03; 2(7):e196972. PMID: 31298717.
    Citations: 18     Fields:    Translation:Humans
  22. Blackley SV, Huynh J, Wang L, Korach Z, Zhou L. Speech recognition for clinical documentation from 1990 to 2018: a systematic review. J Am Med Inform Assoc. 2019 04 01; 26(4):324-338. PMID: 30753666.
    Citations: 11     Fields:    Translation:Humans
  23. Wang L, Lakin J, Riley C, Korach Z, Frain LN, Zhou L. Disease Trajectories and End-of-Life Care for Dementias: Latent Topic Modeling and Trend Analysis Using Clinical Notes. AMIA Annu Symp Proc. 2018; 2018:1056-1065. PMID: 30815148; PMCID: PMC6371376.
    Citations: 12     Fields:    Translation:Humans
  24. Scarton LA, Wang L, Kilicoglu H, Jahries M, Del Fiol G. Expanding vocabularies for complementary and alternative medicine therapies. Int J Med Inform. 2019 01; 121:64-74. PMID: 30545491.
    Citations: 1     Fields:    Translation:Humans
  25. Wang L. Medical knowledge acquisition using biomedical knowledge resources for disease-specific ontologies. 2017. View Publication.
  26. Wang L, Haug PJ, Del Fiol G. Using classification models for the generation of disease-specific medications from biomedical literature and clinical data repository. J Biomed Inform. 2017 05; 69:259-266. PMID: 28435015.
    Citations: 1     Fields:    Translation:Humans
  27. Wang L, Topaz M, Plasek JM, Zhou L. Content and Trends in Medical Informatics Publications over the Past Two Decades. Stud Health Technol Inform. 2017; 245:968-972. PMID: 29295244.
    Citations: 4     Fields:    Translation:Humans
  28. Wang L, Del Fiol G, Bray BE, Haug PJ. Generating disease-pertinent treatment vocabularies from MEDLINE citations. J Biomed Inform. 2017 01; 65:46-57. PMID: 27866001.
    Citations: 2     Fields:    Translation:Humans
  29. Wang L, Bray BE, Shi J, Del Fiol G, Haug PJ. A method for the development of disease-specific reference standards vocabularies from textual biomedical literature resources. Artif Intell Med. 2016 Mar; 68:47-57. PMID: 26971304.
    Citations: 8     Fields:    Translation:Humans
  30. Oellrich A, Collier N, Groza T, Rebholz-Schuhmann D, Shah N, Bodenreider O, Boland MR, Georgiev I, Liu H, Livingston K, Luna A, Mallon AM, Manda P, Robinson PN, Rustici G, Simon M, Wang L, Winnenburg R, Dumontier M. The digital revolution in phenotyping. Brief Bioinform. 2016 09; 17(5):819-30. PMID: 26420780; PMCID: PMC5036847.
    Citations: 16     Fields:    Translation:Humans
  31. Wang L, Lu X, Zhang J, Deng N, An J, Duan H. New enhanced DICOM information objects:Part III. Chinese Journal of Medical Instrumentation. 2008; 2(32):147-51.
  32. Wang L, Lu X, Zhang J, Deng N, An J, Duan H. New enhanced DICOM information objects:Part II. Chinese Journal of Medical Instrumentation. 2008; 1(32):80-6.
  33. Wang L, Lu X, Zhang J, Deng N, An J, Duan H. New enhanced DICOM information objects: Part I. Chinese Journal of Medical Instrumentation. 2007; 6(31):454-60.
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Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.