Journal Publications

  1. Fu L, Schwartz J, Moy A, Knaplund C, Kang MJ, Schnock KO, Garcia JP, Jia H, Dykes P, Cato KD, Rossetti SC. Development and validation of early warning score system: A systematic literature review. Journal of Biomedical Informatics. 2020 Apr; 8(2020):103410.
  2. Korach ZT, Yang J, Rossetti SC, Cato KD, Kang MJ, Knaplund C, Schnock KO, Garcia JP, Jia H, Schwartz JM, Zhou L. Mining clinical phrases from nursing notes to discover risk factors of patient deterioration. International Journal of Medical Informatics. 2020 Mar; 135(2020):104053. 
  3. Kang MJ, Dykes P, Korach ZT, Zhou L, Schnock KO, Thate J, Whalen K, Jia H, Schwartz J, Garcia JP, Knaplund C, Cato KD, Rossetti SC. Identifying nurses’ concern concepts about patient deterioration using a standard nursing terminology. International Journal of Medical Informatics. 2020 Jan; 133(2020):104016.
  4. Korach ZT, Cato KD, Rossetti SC, Kang MJ, Knaplund C, Dykes P, Wang L, Schnock KO, Garcia JP, Chang FY, Jia H, Schwartz J, Zhou L. Unsupervised machine learning of topics documented by nurses about hospitalized patients prior to a rapid-response event. Applied Clinical Informatics. 2019 Oct; 10(5):952-963.
  5. Collins S, Cato K, Albers DJ, Scott K, Stetson PD, Bakken S, Vawdrey DK. Relationship Between Nursing Documentation and Patients’ Mortality. American Journal of Critical Care. 2013 Jul; 22(4):306-13.
  6. Collins S, Vawdrey DK. “Reading between the lines” of flowsheet data: Nurses’ optional documentation associated with cardiac arrest outcomes. Applied  Nursing Research. 2012 Nov; 25(4): 251-7.

Conference Paper Presentations

  1. Rossetti SC, Knaplund C, Albers DJ, Tariq A, Tang K, Vawdrey D, Yip NH, Dykes P, Klann JG, Kang MJ, Garcia JP, Fu LH, Schnock KO, Cato KD. 2019. Leveraging Clinical Expertise as a Feature – not an Outcome – of Predictive Models: Evaluation of an Early Warning System Use Case. Paper at AMIA 2019 Annual Symposium; 2019 Nov 16-20; Washington, DC.
  2. Collins SA, Couture B, Kang MJ, Dykes P, Schnock KO, Knaplund C, Chang FY, Cato KD. Quantifying and Visualizing Nursing Flowsheet Documentation Burden in Acute and Critical Care. Proceeding of the American Medical Informatics Association Annual Fall Symposium; 2018 Nov 3-7; Washington, DC., p.348-357. PMID: 30815074
  3. Collins S, Fred MR, Wilcox L, Vawdrey DK. Workarounds Used by Nurses to Overcome Design Constraints of Electronic Health Records. Paper at 11th International Congress on Nursing Informatics; 2012 June 23-27; Montreal, Canada.

Conference Abstract Presentations

  1. Kang MJ, Zhou L Chang FY, Knaplund C, Garcia JP, Cato KD, Rossetti SC, Dykes P. 2019. Methodology of Sepsis Prognosis Prediction Model Tailored Clinical Practice. Podium abstract presentation at MedInfo 2019 World Congress of Medical Health Informatics; 2019 Aug 25-30; Lyon, France.
  2. Cato KD, Knaplund C, Klann JG, Dykes P, Albers DJ, Kang MJ, Schnock KO, Zhou L, Korach ZT, Collins SA. 2019. Nursing medication administration data quality: assessment for reuse in analytics. Abstract and Podium Presentation at AMIA 2019 Clinical Informatics Conference; 2019 Apr 30-May 2; Atlanta, GA.
  3. Kang MJ, Zhou L, Chang FY, Knaplund C, Garcia JP, Cato KD, Collins SA Dykes P. 2019. Methodology of Sepsis Prognosis Prediction Model Tailored Clinical Practice. Presentation at AMIA 2019 Clinical Informatics Conference; 2019 Apr 30-May 2; Atlanta, GA.
  4. Korach ZT, Cato KD, Collins SA, Kang MJ, Knaplund C, Dykes P, Wang L, Schnock KO, Garcia JP, Jia H, Chang FY, Schwartz J, Zhou L. 2019. Unsupervised-learning of concern topics documented by nurses about hospitalized patients prior to a rapid-response event. Presentation at AMIA 2019 Clinical Informatics Conference; 2019 Apr 30-May 2; Atlanta, GA.
  5. Korach ZT, Collins SA, Cato KD, Kang MJ, Schnock KO, Couture B, Knaplund C, Whalen K., Thate J, Dykes P, Zhou L. 2019. Active Learning for the Identification of Nurses’ Concerns from Nursing Notes. Presentation at AMIA 2019 Clinical Informatics Conference; 2019 Apr 30-May 2; Atlanta, GA.
  6. Cato KD, Knaplund C, Klann J, Dykes P, Albers D, Kang MJ, Schnock KO, Zhou L, Korach ZT, Collins SA. 2019. Signals of Nurse Workarounds in Electronic Medication Administration Record Data. Ignite Talk Abstract at AMIA 2019 Informatics Summits; 2019 Mar 25-28; San Francisco, CA.
  7. Collins SA, Dykes P, Albers DJ, Klann JG, Kang MJ, Schnock KO, Zhou L, Korach ZT, Knaplund C, Cato KD. 2019. EHR Surveillance Patterns to Compute when A “Patient does not look right”. Ignite Talk Abstract at AMIA 2019 Informatics Summits; 2019 Mar 25-28; San Francisco, CA.
  8. Kang MJ, Dykes P, Schnock KO, Korach ZT, Zhou L, Thate J, Whalen K, Garcia JP, Knaplund C, Cato KD, Collins SA. 2019. Identifying and Grading Nurses’ Concern Concepts about Patient Deterioration Using a Standard Nursing Terminology. Podium abstract at AMIA 2019 Informatics Summits; 2019 Mar 25-28; San Francisco, CA.
  9. Klann JG, Kang MJ, Schnock KO, Knaplund C, Dykes P, Collins SA, Cato KD. 2019. A Data Warehousing Design for Multi-Domain Inpatient Nursing Data in i2b2. Ignite Talk Abstract at AMIA 2019 Informatics Summits; 2019 Mar 25-28; San Francisco, CA.
  10. Schnock KO, Kang MJ, Chang FY, Collins SA, Knaplund C, Garcia JP, Cato KD, Dykes P. 2019. Nursing Flowsheet Elements Across Integrated Health Care System. Podium abstract at AMIA 2019 Informatics Summits; 2019 Mar 25-28; San Francisco, CA.
  11. Klann JG, Collins SA, Cato KD, Waitman LR, Westra B. 2018. Nursing Documentation and the Clinical Research Informatics Pipeline. Abstract and Panel Presentation at AMIA 2018 Informatics Summits; 2018 Mar 12-15; San Francisco, CA.

Conference Posters

  1. Garcia JP, Rossetti SC, Cato KD, Bakken S, Jia H, Kang MJ, Knaplund C, Dykes P. 2019. Factorial Design Survey Methodology on REDCap and Qualtrics: A Comparative Analysis. Poster at AMIA 2019 Annual Symposium; 2019 Nov 16-20; Washington, DC.
  2. Garcia JP, Rossetti SC, Cato KD, Knaplund C, Albers DJ, Kang MJ, Chang FY, Dykes P. 2019. The Influence of Healthcare Organization Practice on Data and Analysis. Poster at Discover Brigham 2019; 2019 Nov 7; Boston, MA.
  3. Garcia JP, Collins SA, Cato KD, Bakken S, Jia H, Kang MJ, Knaplund C, Schnock KO, Dykes P. 2019. CONCERN Factorial Design Survey (FDS) Methods Test: Using REDCap as a Survey Platform. Poster at MedInfo 2019 World Congress of Medical Health Informatics; 2019 Aug 25-30; Lyon, France.
  4. Garcia JP, Rossetti SC, Cato KD, Bakken S, Jia H, Kang MJ, Knaplund C, Dykes P. 2019. Factorial Design Survey Software Case Study. Poster at 2019 New England Nursing Informatics Consortium (NENIC); 2019 Apr 26; Waltham, MA.
  5. Kang MJ, Rossetti SC, Chang FY, Schnock KO, Garcia JP, Knaplund C, Cato KD, Dykes P. 2019. Nursing Flowsheet Elements Across Integrated Health Care System. Poster at 2019 New England Nursing Informatics Consortium (NENIC); 2019 Apr 26; Waltham, MA.
  6. Kang MJ, Dykes P, Korach ZT, Zhou L, Thate J, Whalen K, Schnock KO, Knaplund C, Couture B, Cato KD, Collins SA. 2018. Identifying Concepts of Nurses’ Concerns Using a Standard Nursing Terminology. Poster at AMIA 2018 Annual Fall Symposium; 2018 Nov 3-7; San Francisco, CA.
  7. Couture B, Klann J, Cato KD, Knaplund C, Kang MJ, Dykes P, Collins SA. 2018. Harmonizing Flowsheet Datasets Across EHRs for a Multi-Site Study. Poster at AMIA 2018 Annual Fall Symposium; 2018 Nov 3-7; San Francisco, CA.
  8. Kang MJ, Dykes P, Korach ZT, Zhou L, Thate J, Whalen K, Schnock KO, Knaplund C, Couture B, Cato KD, Collins SA. 2018. Identifying Concepts of Nurses’ Concerns Using a Standard Nursing Terminology. Poster at 2018 New England Nursing Informatics Consortium (NENIC); 2018 Apr 27; Waltham, MA.

Others

  1. Schnock KO, Garcia JP, Klann JG, Zhou L, Chang FY, Kang MJ. 2018. Resilience in Clinical Deterioration Survival: Learning from Different Outcomes in Critical and Acute Care. Presentation at CRICO 2018 Safety Practices and Research Advisory (SPREAD) Meeting; 2018 Jun 22; Boston, MA.