Header Logo

Jinying Chen PhD

TitleAssistant Professor
InstitutionUMass Chan Medical School
DepartmentPopulation and Quantitative Health Sciences
AddressUMass Chan Medical School
368 Plantation Street AS9-1063
Worcester MA 01605
vCardDownload vCard
    Other Positions
    InstitutionT.H. Chan School of Medicine
    DepartmentPopulation and Quantitative Health Sciences
    DivisionHealth Informatics And Implementation Science

    Collapse Biography 
    Collapse education and training
    Tsinghua University, Beijing, , ChinaBSComputer Science & Technology
    Tsinghua University, Beijing, , ChinaMEComputer Science & Technology
    University of Pennsylvania, Philadelphia, PA, United StatesMSComputer & Information Science
    University of Massachusetts Medical School, Worcester, MA, USAPostdocHealth Informatics and Implementation Science
    University of Pennsylvania, Philadelphia, PA, United StatesPHDComputer & Information Science

    Collapse Overview 

    Collapse Bibliographic 
    Collapse 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.
    Newest   |   Oldest   |   Most Cited   |   Most Discussed   |   Timeline   |   Field Summary   |   Plain Text
    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. Chen J, Wijesundara JG, Patterson A, Cutrona SL, Aiello S, McManus DD, McKee MD, Wang B, Houston TK. Facilitators and barriers to post-discharge pain assessment and triage: a qualitative study of nurses' and patients' perspectives. BMC Health Serv Res. 2021 Sep 28; 21(1):1021. PMID: 34583702.
      Citations:    Fields:    Translation:Humans
    2. Chen J, Houston TK, Faro JM, Nagawa CS, Orvek EA, Blok AC, Allison JJ, Person SD, Smith BM, Sadasivam RS. Evaluating the use of a recommender system for selecting optimal messages for smoking cessation: patterns and effects of user-system engagement. BMC Public Health. 2021 09 26; 21(1):1749. PMID: 34563161.
      Citations: 2     Fields:    Translation:Humans
    3. Chen J, Kiefe CI, Gagnier M, Lessard D, McManus D, Wang B, Houston TK. Non-specific pain and 30-day readmission in acute coronary syndromes: findings from the TRACE-CORE prospective cohort. BMC Cardiovasc Disord. 2021 08 09; 21(1):383. PMID: 34372783.
      Citations: 1     Fields:    Translation:Humans
    4. Chen J, Sadasivam R, Blok AC, Ritchie CS, Nagawa C, Orvek E, Patel K, Houston TK. The Association Between Patient-reported Clinical Factors and 30-day Acute Care Utilization in Chronic Heart Failure. Med Care. 2020 04; 58(4):336-343. PMID: 32197028.
      Citations: 7     Fields:    Translation:Humans
    5. Chen J, Lalor J, Liu W, Druhl E, Granillo E, Vimalananda VG, Yu H. Detecting Hypoglycemia Incidents Reported in Patients' Secure Messages: Using Cost-Sensitive Learning and Oversampling to Reduce Data Imbalance. J Med Internet Res. 2019 03 11; 21(3):e11990. PMID: 30855231.
      Citations: 12     Fields:    Translation:Humans
    6. Chen J, Druhl E, Polepalli Ramesh B, Houston TK, Brandt CA, Zulman DM, Vimalananda VG, Malkani S, Yu H. A Natural Language Processing System That Links Medical Terms in Electronic Health Record Notes to Lay Definitions: System Development Using Physician Reviews. J Med Internet Res. 2018 01 22; 20(1):e26. PMID: 29358159.
      Citations: 18     Fields:    Translation:Humans
    7. Chen J, Jagannatha AN, Fodeh SJ, Yu H. Ranking Medical Terms to Support Expansion of Lay Language Resources for Patient Comprehension of Electronic Health Record Notes: Adapted Distant Supervision Approach. JMIR Med Inform. 2017 Oct 31; 5(4):e42. PMID: 29089288.
    8. Chen J, Yu H. Unsupervised ensemble ranking of terms in electronic health record notes based on their importance to patients. J Biomed Inform. 2017 04; 68:121-131. PMID: 28267590.
      Citations: 5     Fields:    Translation:Humans
    9. Chen J, Zheng J, Yu H. Finding Important Terms for Patients in Their Electronic Health Records: A Learning-to-Rank Approach Using Expert Annotations. JMIR Med Inform. 2016 Nov 30; 4(4):e40. PMID: 27903489.
    10. Feifan Liu, Jinying Chen, Abhyuday N. Jagannatha, and Hong Yu. Learning for Biomedical Information Extraction: Methodological Review of Recent Advances. arXiv:1606.07993. 2016. View Publication.
    11. Jinying Chen, Huaigu Cao, and Premkumar Natarajan. Integrating Natural Language Processing with Image Processing: What We Learned from Real-World Applications. International Journal on Document Analysis and Recognition (IJDAR). 2015; 18(3):235-247. View Publication.
    12. Jinying Chen and Martha Palmer. Improving English Verb Sense Disambiguation Performance with Linguistically Motivated Features and Clear Sense Distinction Boundaries. Language Resources and Evaluation (LRE). 2009; 43(2):181-208. View Publication.
    13. Jinying Chen, Rajani Sadasivam, Amanda C. Blok, Christine Ritchie, Catherine S. Nagawa, Elizabeth Orvek, Kanan Patel, Thomas Houston. Post-discharge patient-reported data on pain, appetite, heart failure symptoms and management as predictors of readmission or ED visits. 2019 SGIM Annual Meeting (oral presentation). Washington, DC. May 8-11, 2019.
    14. Jinying Chen, Huaigu Cao, Yue Wu, and Premkumar Natarajan. Confusion Network Based Recurrent Neural Network Language Modeling for Chinese OCR Error Detection. Proceedings of the 22nd International Conference on Pattern Recognition (ICPR 2014), pages 1266-1271.
    15. Jinying Chen, Rohit Prasad, Huaigu Cao, and Premkumar Natarajan. OOV Name Detection on Handwritten Arabic Data. Proceedings of the Twelfth International Conference on Document Analysis and Recognition (ICDAR 2013), pages 994-998. (oral presentation).
    16. Jinxi Xu and Jinying Chen. How Much Can We Gain from Supervised Word Alignment? In Proc. of the 49th Annual Meeting of Computational Linguistics: Human Language Technologies (ACL-HLT 11), pages 165-169. (oral presentation).
    17. Jinying Chen, Jacob Devline, Huaigu Cao, Rohit Prasad, and Premkumar Natarajan. Automatic Tune Set Generation for Machine Translation with Limited In-domain Data. In Proc. of the 16th Annual Conf. of the European Association for Machine Translation (EAMT 2012), pages 161-168.
    18. Jinying Chen, Dmitriy Dligach and Martha Palmer. Towards Large-scale High-Performance English Verb Sense Disambiguation by Using Linguistically Motivated Features. In Proc. of the First IEEE Intl. Conf. on Semantic Computing (ICSC 2007), pages 378-385. (oral presentation).
    19. Jinying Chen, Andrew Schein, Lyle Ungar and Martha Palmer. An Empirical Study of the Behavior of Active Learning for Word Sense Disambiguation. In Proc. of Human Language Technology conference - North American chapter of the Association for Computational Linguistics annual meeting (HLT-NAACL 2006), pages 120-127. (oral presentation).
    20. Jinying Chen and Martha Palmer. Towards Robust High Performance Word Sense Disambiguation of English Verbs Using Rich Linguistic Features, In Proc. of the 2nd Intl. Joint Conf. on Natural Language Processing (IJCNLP 2005), pages 933-944. (oral presentation).
    21. Jinying Chen and Martha Palmer. Chinese verb sense discrimination using an EM clustering model with rich linguistic features. In ACL 2004, pages 295-302. (oral presentation).
    Chen's Networks
    Click the
    buttons for more information and interactive visualizations!
    Concepts (44)
    Co-Authors (10)
    Similar People (60)
    Same Department Expand Description
    Physical Neighbors