Lessons learned in improving the adoption of a real-time NLP decision support system. - Yang Huang 008; Daniel Zisook; Yunan Chen; Michael Selter; Paul Minardi; John E. Mattison (BIBM Workshops, 2011)

Research and applications: Syntactic parsing of clinical text: guideline and corpus development with handling ill-formed sentences. - Jungwei Fan 001; Elly W. Yang; Min Jiang 007; Rashmi Prasad; Richard M. Loomis; Daniel Zisook; Joshua C. Denny; Hua Xu 001; Yang Huang 008 (J. Am. Medical Informatics Assoc., 2013)

Finding Difficult-to-Disambiguate Words: Towards an Efficient Workflow to Implement Word Sense Disambiguation. - Manabu Torii; Jungwei Fan 001; Daniel S. Zisook (ICHI, 2015)

Risk factor detection for heart disease by applying text analytics in electronic medical records. - Manabu Torii; Jungwei Fan 001; Weili Yang; Theodore Lee; Matthew T. Wiley; Daniel S. Zisook; Yang Huang 008 (J. Biomed. Informatics, 2015)

Natural Language Processing at Scale - Perspectives from Five Healthcare Organizations. - Rebecca Crowley Jacobson; Wendy W. Chapman; Hongfang Liu; Olga V. Patterson; Daniel S. Zisook (AMIA, 2018)

Evaluating robustness of language models for chief complaint extraction from patient-generated text. - Ilya Valmianski; Caleb Goodwin; Ian M. Finn; Naqi Khan; Daniel S. Zisook (CoRR, 2019)

Extracting health-related causality from twitter messages using natural language processing. - Son Doan; Elly W. Yang; Sameer S. Tilak; Peter W. Li; Daniel S. Zisook; Manabu Torii (BMC Medical Informatics Decis. Mak., 2019)

SmartTriage: A system for personalized patient data capture, documentation generation, and decision support. - Ilya Valmianski; Ian M. Finn; Nave Frost; Yang Wang; Baodong Liu; James J. Zhu; Sunil Karumuri; Daniel S. Zisook (CoRR, 2020)

SmartTriage: A system for personalized patient data capture, documentation generation, and decision support. - Ilya Valmianski; Nave Frost; Navdeep Sood; Yang Wang; Baodong Liu; James J. Zhu; Sunil Karumuri; Ian M. Finn; Daniel S. Zisook (ML4H@NeurIPS, 2021)

Task formulation for Extracting Social Determinants of Health from Clinical Narratives. - Manabu Torii; Ian M. Finn; Son Doan; Paul Wang; Elly W. Yang; Daniel S. Zisook (CoRR, 2023)