Journal Publications

  1. Schwartz JM, George M, Rossetti SC, Dykes PC, Minshall SR, Lucas E, Cato KD. Factors Influencing Clinician Trust in Predictive Clinical Decision Support Systems for In-Hospital Deterioration: Qualitative Descriptive Study. JMIR Hum Factors. 2022 May 12;9(2):e33960. doi: 10.2196/33960. PMID: 35550304; PMCID: PMC9136656.
  2. Rossetti SC, Dykes PC, Knaplund C, Kang MJ, Schnock K, Garcia JP Jr, Fu LH, Chang F, Thai T, Fred M, Korach TZ, Zhou L, Klann JG, Albers D, Schwartz J, Lowenthal G, Jia H, Liu F, Cato K. The Communicating Narrative Concerns Entered by Registered Nurses (CONCERN) Clinical Decision Support Early Warning System: Protocol for a Cluster Randomized Pragmatic Clinical Trial. JMIR Res Protoc. 2021 Dec 10;10(12):e30238. doi: 10.2196/30238. PMID: 34889766; PMCID: PMC8709914.
  3. Fu LH, Knaplund C, Cato K, Perotte A, Kang MJ, Dykes PC, Albers D, Collins Rossetti S. Utilizing timestamps of longitudinal electronic health record data to classify clinical deterioration events. J Am Med Inform Assoc. 2021 Aug 13;28(9):1955-1963. doi: 10.1093/jamia/ocab111. PMID: 34270710; PMCID: PMC8363809.
  4. Rossetti SC, Knaplund C, Albers D, Dykes PC, Kang MJ, Korach TZ, Zhou L, Schnock K, Garcia J, Schwartz J, Fu LH, Klann JG, Lowenthal G, Cato K. Healthcare Process Modeling to Phenotype Clinician Behaviors for Exploiting the Signal Gain of Clinical Expertise (HPM-ExpertSignals): Development and evaluation of a conceptual framework. J Am Med Inform Assoc. 2021 Jun 12;28(6):1242-1251. doi: 10.1093/jamia/ocab006. PMID: 33624765; PMCID: PMC8200261.
  5. Schnock KO, Kang MJ, Rossetti SC, Garcia J, Lowenthal G, Knaplund C, Chang F, Albers D, Korach TZ, Zhou L, Klann JG, Cato K, Bates DW, Dykes PC. Identifying nursing documentation patterns associated with patient deterioration and recovery from deterioration in critical and acute care settings. Int J Med Inform. 2021 Sep;153:104525. doi: 10.1016/j.ijmedinf.2021.104525. Epub 2021 Jun 9. PMID: 34171662; PMCID: PMC8390439.
  6. Kang MJ, Rossetti SC, Knaplund C, Chang FY, Schnock KO, Whalen K, Gesner EJ, Garcia JP, Cato KD, Dykes PC. Nursing Documentation Variation Across Different Medical Facilities Within an Integrated Healthcare System. Comput Inform Nurs. 2021 May 3;39(12):845-850. doi: 10.1097/CIN.0000000000000736. PMID: 33935196; PMCID: PMC8720562.
  7. Song W, Kang MJ, Zhang L, Jung W, Song J, Bates DW, Dykes PC. Predicting pressure injury using nursing assessment phenotypes and machine learning methods. J Am Med Inform Assoc. 2021 Mar 18;28(4):759-765. doi: 10.1093/jamia/ocaa336. PMID: 33517452; PMCID: PMC7973453.
  8. Cato KD, McGrow K, Rossetti SC. Transforming clinical data into wisdom: Artificial intelligence implications for nurse leaders. Nurs Manage. 2020 Nov;51(11):24-30. doi: 10.1097/01.NUMA.0000719396.83518.d6. PMID: 33086364; PMCID: PMC8018525.
  9. Fu LH, Schwartz J, Moy A, Knaplund C, Kang MJ, Schnock KO, Garcia JP, Jia H, Dykes PC, Cato K, Albers D, Rossetti SC. Development and validation of early warning score system: A systematic literature review. J Biomed Inform. 2020 May;105:103410. doi: 10.1016/j.jbi.2020.103410. Epub 2020 Apr 8. PMID: 32278089; PMCID: PMC7295317.
  10. 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. Int J Med Inform. 2020 Mar;135:104053. doi: 10.1016/j.ijmedinf.2019.104053. Epub 2019 Dec 14. PMID: 31884312; PMCID: PMC7103062.
  11. Topaz M, Woo K, Ryvicker M, Zolnoori M, Cato K. Home Healthcare Clinical Notes Predict Patient Hospitalization and Emergency Department Visits. Nurs Res. 2020 Nov/Dec;69(6):448-454. doi: 10.1097/NNR.0000000000000470. PMID: 32852359; PMCID: PMC7606545.
  12. Kang MJ, Dykes PC, Korach TZ, 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. Int J Med Inform. 2020 Jan;133:104016. doi: 10.1016/j.ijmedinf.2019.104016. Epub 2019 Oct 31. PMID: 31707264; PMCID: PMC6957124.
  13. 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 Oct;10(5):952-963. doi: 10.1055/s-0039-3401814. Epub 2019 Dec 18. PMID: 31853936; PMCID: PMC6920051.
  14. Garci JP Jr, Collins SA, Cato KD, Bakken S, Jia H, Kang MJ, Knaplund C, Schnock KO, Dykes PC. CONCERN Factorial Design Survey (FDS) Methods Test: Using REDCap as a Survey Platform. Stud Health Technol Inform. 2019 Aug 21;264:1462-1463. doi: 10.3233/SHTI190485. PMID: 31438182; PMCID: PMC7020103.
  15. Collins SA, Cato K, Albers D, Scott K, Stetson PD, Bakken S, Vawdrey DK. Relationship between nursing documentation and patients’ mortality. Am J Crit Care. 2013 Jul;22(4):306-13. doi: 10.4037/ajcc2013426. PMID: 23817819; PMCID: PMC3771321.
  16. Collins SA, Vawdrey DK. “Reading between the lines” of flow sheet data: nurses’ optional documentation associated with cardiac arrest outcomes. Appl Nurs Res. 2012 Nov;25(4):251-7. doi: 10.1016/j.apnr.2011.06.002. Epub 2011 Nov 12. PMID: 22079746; PMCID: PMC3288795.

Conference Paper Presentations

  1. Rossetti SC, Knaplund C, Albers D, Tariq A, Tang K, Vawdrey D, Yip NH, Dykes PC, Klann JG, Kang MJ, Garcia J, Fu LH, Schnock K, Cato K. Leveraging Clinical Expertise as a Feature – not an Outcome – of Predictive Models: Evaluation of an Early Warning System Use Case. AMIA Annu Symp Proc. 2020 Mar 4;2019:323-332. PMID: 32308825; PMCID: PMC7153052.
  2. Collins SA, Couture B, Kang MJ, Dykes P, Schnock K, Knaplund C, Chang F, Cato K. Quantifying and Visualizing Nursing Flowsheet Documentation Burden in Acute and Critical Care. AMIA Annu Symp Proc. 2018 Dec 5;2018:348-357. PMID: 30815074; PMCID: PMC6371331.
  3. Collins SA, Fred M, Wilcox L, Vawdrey DK. Workarounds used by nurses to overcome design constraints of electronic health records. NI 2012 (2012). 2012 Jun 23;2012:93. PMID: 24199061; PMCID: PMC3799185.

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.