Yanshan Wang

Best Publications

• Clinical information extraction applications: A literature review.

  Yanshan Wang;Liwei Wang;Majid Rastegar-Mojarad;Sungrim Moon

  893
  Citations

• A clinical text classification paradigm using weak supervision and deep representation.

  Yanshan Wang;Sunghwan Sohn;Sijia Liu;Feichen Shen

  390
  Citations

• A comparison of word embeddings for the biomedical natural language processing

  Yanshan Wang;Sijia Liu;Naveed Afzal;Majid Rastegar-Mojarad

  386
  Citations

• Clinical concept extraction: A methodology review

  Sunyang Fu;Sunyang Fu;David Chen;Huan He;Sijia Liu

  160
  Citations

• Foundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI

  Unknown

  142
  Citations

• An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing: Algorithm Development and Validation Study

  Unknown

  122
  Citations

• MedSTS: A resource for clinical semantic textual similarity

  Yanshan Wang;Naveed Afzal;Sunyang Fu;Liwei Wang

  119
  Citations

• Unsupervised machine learning for the discovery of latent disease clusters and patient subgroups using electronic health records.

  Yanshan Wang;Yiqing Zhao;Terry M. Therneau;Elizabeth J. Atkinson

  117
  Citations

• Toward a Learning Health-care System – Knowledge Delivery at the Point of Care Empowered by Big Data and NLP

  Vinod C. Kaggal;Ravikumar Komandur Elayavilli;Saeed Mehrabi;Joshua J. Pankratz

  80
  Citations

• Using weak supervision and deep learning to classify clinical notes for identification of current suicidal ideation.

  Marika Cusick;Prakash Adekkanattu;Thomas R. Campion;Evan T. Sholle

  75
  Citations

• Clinical documentation variations and NLP system portability: a case study in asthma birth cohorts across institutions.

  Sunghwan Sohn;Yanshan Wang;Chung Il Wi;Elizabeth A. Krusemark

  72
  Citations

• Overview of the BioCreative VI Precision Medicine Track: mining protein interactions and mutations for precision medicine.

  Rezarta Islamaj Dogan;Sun Kim;Andrew Chatr-Aryamontri;Chih-Hsuan Wei

  71
  Citations

• Use of Natural Language Processing Algorithms to Identify Common Data Elements in Operative Notes for Total Hip Arthroplasty

  Cody C. Wyles;Meagan E. Tibbo;Sunyang Fu;Yanshan Wang

  61
  Citations

• The 2019 n2c2/OHNLP Track on Clinical Semantic Textual Similarity: Overview

  Yanshan Wang;Sunyang Fu;Feichen Shen;Sam Henry

  56
  Citations

• Natural Language Processing for the Identification of Silent Brain Infarcts From Neuroimaging Reports.

  Sunyang Fu;Lester Y. Leung;Yanshan Wang;Anne Olivia Raulli

  54
  Citations

• The 2019 n2c2/UMass Lowell shared task on clinical concept normalization

  Yen-Fu Luo;Sam Henry;Yanshan Wang;Feichen Shen

  51
  Citations

• Distilling large language models for matching patients to clinical trials

  Unknown

  48
  Citations

• Large language models for biomedicine: foundations, opportunities, challenges, and best practices

  Unknown

  46
  Citations

• Assessing Unmet Information Needs of Breast Cancer Survivors: Exploratory Study of Online Health Forums Using Text Classification and Retrieval

  Unknown

  41
  Citations

• Natural language processing of radiology reports for identification of skeletal site-specific fractures

  Yanshan Wang;Saeed Mehrabi;Sunghwan Sohn;Elizabeth J. Atkinson

  41
  Citations