Semi-Automated Method to Extract Semantic Information from EHR Flowsheet Data for Pressure Ulcer Research. - Steven G. Johnson; Jung In Park; Matthew D. Byrne; Beverly Christie; Lisiane Pruinelli; Suzan Sherman; Bonnie L. Westra (AMIA, 2014)

Clinical Data Modeling EHR Data for Understanding Factors Related to Hospital-acquired Catheter-Associated Urinary Tract Infection (CAUTI). - Jung In Park; Steven G. Johnson; Matthew D. Byrne; Beverly Christie; Lisiane Pruinelli; Suzan Sherman; Bonnie L. Westra (AMIA, 2014)

Data Mining Methodologies to Discover Best practices for Diabetic Patients with Health Disparities. - Lisiane Pruinelli; Sanjoy Dey; György J. Simon; Pranjul Yadav; Andrew Hangsleben; Katherine Hauwiller; Vipin Kumar 001; Connie White-Delaney; Michael S. Steinbach; Bonnie L. Westra (AMIA, 2014)

Applied Nursing Informatics Research - State-of-the-Art Methodologies using Electronic Health Record Data. - Jung In Park; Lisiane Pruinelli; Bonnie L. Westra; Connie Delaney (Nursing Informatics, 2014)

Comparison of Consumer Derived Evidence with an Omaha System Evidence-Based Practice Guideline for Community Dwelling Older Adults. - Lisiane Pruinelli; Helen Fu; Karen A. Monsen; Bonnie L. Westra (Nursing Informatics, 2014)

Musculoskeletal Flowsheet Data Modeling for Clinical Research. - Matthew D. Byrne; Steven G. Johnson; Beverly Christie; Jung In Park; Lisiane Pruinelli; Suzan Sherman; Bonnie L. Westra (AMIA, 2015)

Clustering Health Data to Discover EBP Interventions for Sepsis Prevention and Treatment for Health Disparities. - Lisiane Pruinelli; Pranjul Yadav; Andrew Hangsleben; Kevin Schiroo; Sanjoy Dey; György J. Simon; Maribet C. McCarty; Vipin Kumar 001; Connie White-Delaney; Michael S. Steinbach; Bonnie L. Westra (AMIA, 2015)

Forensic Style Analysis with Survival Trajectories. - Pranjul Yadav; Michael S. Steinbach; Lisiane Pruinelli; Bonnie L. Westra; Connie Delaney; Vipin Kumar 001; György J. Simon (ICDM, 2015)

Nurse Informaticians Report Low Satisfaction and Multi-level Concerns with Electronic Health Records: Results from an International Survey. - Maxim Topaz; Charlene Ronquillo; Laura-Maria Peltonen; Lisiane Pruinelli; Raymond Francis Sarmiento; Martha K. Badger; Samira Ali; Adrienne Lewis; Mattias Georgsson; Eunjoo Jeon; Jude L. Tayaben; Chiu-Hsiang Kuo; et al. (AMIA, 2016)

Modeling Flowsheet Data for Secondary Use. - Bonnie L. Westra; Beverly Christie; Matthew D. Byrne; Anne LaFlamme; Grace Gao; Steven G. Johnson; Jung In Park; Lisiane Pruinelli; Piper Ranallo; Connie White-Delaney; Stuart M. Speedie (AMIA, 2016)

A Data Mining Approach to Determine Sepsis Guideline Impact on Inpatient Mortality and Complications. - Lisiane Pruinelli; Pranjul Yadav; Andrew Hangsleben; Jakob Johnson; Sanjoy Dey; Maribet C. McCarty; Vipin Kumar 001; Connie White-Delaney; Michael S. Steinbach; Bonnie L. Westra; György J. Simon (CRI, 2016)

Pooling Mental Health Data Collected in EHRs: A Methodology for Developing an an RDoc-Based Research Repository. - Piper Ranallo; Beverly Christie; Steven G. Johnson; Lisiane Pruinelli; Anne LaFlamme; Jung In Park; Suzan G. Sherman; Matthew D. Byrne; Stuart M. Speedie; Bonnie L. Westra (CRI, 2016)

Expanding Interprofessional EHR Data in i2b2. - Bonnie L. Westra; Beverly Christie; Steven G. Johnson; Lisiane Pruinelli; Anne LaFlamme; Jung In Park; Suzan G. Sherman; Piper Ranallo; Matthew D. Byrne; Stuart M. Speedie (CRI, 2016)

Developing Standardized Physiologic Assessments. - Susan A. Matney; Theresa (Tess) Settergren; Bonnie L. Westra; Lisiane Pruinelli (Nursing Informatics, 2016)

Current Trends in Nursing Informatics: Results of an International Survey. - Laura-Maria Peltonen; Dari AlHuwail; Samira Ali; Martha K. Badger; Gabrielle Jacklin Eler; Mattias Georgsson; Tasneem Islam; Eunjoo Jeon; Hyunggu Jung; Chiu-Hsiang Kuo; Adrienne Lewis; Lisiane Pruinelli; et al. (Nursing Informatics, 2016)

Nursing Informatics Research Priorities for the Future: Recommendations from an International Survey. - Laura-Maria Peltonen; Maxim Topaz; Charlene Ronquillo; Lisiane Pruinelli; Raymond Francis Sarmiento; Martha K. Badger; Samira Ali; Adrienne Lewis; Mattias Georgsson; Eunjoo Jeon; Jude L. Tayaben; Chiu-Hsiang Kuo; et al. (Nursing Informatics, 2016)

Nursing Informatics Competencies for Emerging Professionals: International Leaders Panel. - Lisiane Pruinelli (Nursing Informatics, 2016)

Clustering the Whole-Person Health Data to Predict Liver Transplant Survival. - Lisiane Pruinelli; Karen A. Monsen; György J. Simon; Bonnie L. Westra (Nursing Informatics, 2016)

Advancing Nursing Informatics in the Next Decade: Recommendations from an International Survey. - Maxim Topaz; Charlene Ronquillo; Laura-Maria Peltonen; Lisiane Pruinelli; Raymond Francis Sarmiento; Martha K. Badger; Samira Ali; Adrienne Lewis; Mattias Georgsson; Eunjoo Jeon; Jude L. Tayaben; Chiu-Hsiang Kuo; et al. (Nursing Informatics, 2016)

Causal Inference in Observational Data. - Pranjul Yadav; Lisiane Pruinelli; Alexander Hoff; Michael S. Steinbach; Bonnie L. Westra; Vipin Kumar 001; György J. Simon (CoRR, 2016)

FloMap: A Collaborative Tool for Mapping Local EHR Flowsheet Data to Information Models. - Steven G. Johnson; Lisiane Pruinelli; Beverly Christie; Connie White-Delaney; Grace Gao; Anne LaFlamme; Jung In Park; Suzan G. Sherman; Bonnie L. Westra (CRI, 2017)

Biomedical informatics advancing the national health agenda: the AMIA 2015 year-in-review in clinical and consumer informatics. - Kirk Roberts; Mary Regina Boland; Lisiane Pruinelli; Jina J. Dcruz; Andrew B. L. Berry; Mattias Georgsson; Rebecca Hazen; Raymond Francis Sarmiento; Uba Backonja; Kun-Hsing Yu; Yun Jiang; Patricia Flatley Brennan (J. Am. Medical Informatics Assoc., 2017)

Multiple Factors Drive Opioid Prescribing at the Time of Discharge. - Lisiane Pruinelli; Sisi Ma; Bonnie L. Westra; Steven G. Johnson; Susan O'Conner-Von; Stuart M. Speedie (AMIA, 2018)

Building Capacity in Student and Emerging Nursing Informatics Professionals Through Participation in an International Community of Practice. - Lorraine Block; Laura-Maria Peltonen; Charlene Ronquillo; Adrienne Lewis; Raji Nibber; Lisiane Pruinelli; Maxim Topaz (Nursing Informatics, 2018)

Emerging Professional's View of the Landscape: Nursing Informatics Curriculum, Competencies, and Career Opportunities. - Adrienne Lewis; Lorraine Block; Laura-Maria Peltonen; Lisiane Pruinelli; Maxim Topaz; Erika Lozada Perezmitre (Nursing Informatics, 2018)

Technologies to Combat Aedes Mosquitoes: A Model Based on Smart City. - Geovanna Cristine de Souza Silva; Laura-Maria Peltonen; Lisiane Pruinelli; Henrique Yoshikazu Shishido; Gabrielle Jacklin Eler (Nursing Informatics, 2018)

Validation and Refinement of a Pain Information Model from EHR Flowsheet Data. - Bonnie L. Westra; Steven G. Johnson; Samira Ali; Karen Bavuso; Christopher Cruz; Sarah Collins; Meg Furukawa; Mary L. Hook; Anne LaFlamme; Kay Lytle; Lisiane Pruinelli; Tari Rajchel; et al. (Appl. Clin. Inform., 2018)

Machine Learned Mapping of Local EHR Flowsheet Data to Standard Information Models using Topic Model Filtering. - Steven G. Johnson; Lisiane Pruinelli; Bonnie L. Westra (AMIA, 2019)

A Likelihood-based Convolution Approach to Estimate Event Occurrences in Large Longitudinal Incomplete Clinical Data. - Lisiane Pruinelli; Bethany Stai; Sisi Ma; Timothy Pruett; György J. Simon (ICHI, 2019)

A Multi-Dimensional General Health Status Concept to Predict Liver Transplant Mortality. - Lisiane Pruinelli; Bonnie L. Westra; Timothy Pruett; Karen A. Monsen; Cynthia R. Gross; David R. Radosevich; Sisi Ma; György J. Simon (ICHI, 2019)

Incidence of Falls in a General Hospital in Southern Brazil. - Aline Tsuma Gaedke Nomura; Murilo dos Santos Graeff; Lisiane Pruinelli; Miriam de Abreu Almeida (MedInfo, 2019)

Variability in General Health Status Post Liver Transplantation. - Lisiane Pruinelli; Alana Schmiesing; Michelle James; Michelle Mathianson-Moore; Jesse Schold; György J. Simon (AI4Function@IJCAI, 2020)

Emergency Remote Learning in Nursing Education During the COVID-19 Pandemic. - Eunjoo Jeon; Laura-Maria Peltonen; Lorraine Block; Charlene Ronquillo; Jude L. Tayaben; Raji Nibber; Lisiane Pruinelli; Erika Lozada Perezmitre; Janine Sommer; Maxim Topaz; Gabrielle Jacklin Eler; Henrique Yoshikazu Shishido; et al. (MIE, 2021)

Disparity in Access to Care Impacts Liver Transplant Mortality. - Danielle Lentobarros; Sarah Karp; György J. Simon; Timothy Pruett; Jesse Schold; Lisiane Pruinelli (Nursing Informatics, 2021)

Developing Information Model of Central Line-Associated Bloodstream Infection (CLABSI) Prevention. - Young-Shin Park; Lisiane Pruinelli (Nursing Informatics, 2021)

Nursing Informatics Research Trends: Findings from an International Survey. - Laura-Maria Peltonen; Raji Nibber; Lorraine Block; Charlene Ronquillo; Erika Lozada Perezmitre; Adrienne Lewis; Dari AlHuwail; Samira Ali; Mattias Georgsson; Eunjoo Jeon; Jude L. Tayaben; Ying-Li Lee; et al. (Nursing Informatics, 2021)

Will Artificial Intelligence Replace Nurses? A Debate. - Laura-Maria Peltonen; Lisiane Pruinelli; Adrienne Lewis; Lorraine Block; Maxim Topaz; Hanna von Gerich; Charlene Ronquillo (Nursing Informatics, 2021)

Description of the Process to Validate the Mexican Nurse Informatics Competency Self-Assessment Scale. - Erika Lozada Perezmitre; Erick Landeros-Olvera; Rosa Maria Galicia-Aguilar; Laura-Maria Peltonen; Raji Nibber; Adrienne Lewis; Lorraine Block; Lisiane Pruinelli; Charlene Ronquillo; Maxim Topaz (Nursing Informatics, 2021)

A likelihood-based convolution approach to estimate major health events in longitudinal health records data: an external validation study. - Lisiane Pruinelli; Jiaqi Zhou 007; Bethany Stai; Jesse Schold; Timothy Pruett; Sisi Ma; György J. Simon (J. Am. Medical Informatics Assoc., 2021)

Towards Automated Evaluation of Patient Centered Care-Assessing the Potential of Electronic Health Records. - Hanna von Gerich; Erika Lozada Perezmitre; Lisiane Pruinelli; Laura-Maria Peltonen (MedInfo, 2023)

Data Science Implementation Trends in Nursing Practice: A Review of the 2021 Literature. - Ann M. Wieben; Rachel Lane Walden; Bader G. Alreshidi; Sophia F. Brown; Kenrick Cato; Cynthia Peltier Coviak; Christopher Cruz; Fabio D'Agostino; Brian J. Douthit; Thompson H. Forbes; Grace Gao; Steven G. Johnson; et al. (Appl. Clin. Inform., 2023)

Future Needs in Nursing Informatics - Preliminary Findings from the Global Nursing Informatics Survey. - Hanna von Gerich; Dari AlHuwail; Martha K. Badger; Lorraine J. Block; Gabrielle Jacklin Eler; Mattias Georgsson; Jisan Lee; Zerina Lokmic-Tomkins; Erika Lozada Perezmitre; Lisiane Pruinelli; Charlene Ronquillo; Henrique Yoshikazu Shishido; et al. (Nursing Informatics, 2024)

Validation of Educational Materials for a Mobile Application for Patients with Kidney Disease on Hemodialysis. - Guadalupe Vianey Antonio Ledo; Erika Lozada Perezmitre; Lisiane Pruinelli; Miguel Iván Gómez Flores; Luis Ricardo Ramirez-Gonzalez (Nursing Informatics, 2024)

Mobile Applications in Patients with Chronic Kidney Disease: A Systematic Review. - Guadalupe Vianey Antonio Ledo; Erika Lozada Perezmitre; Lisiane Pruinelli; Erick Landeros-Olvera; Miguel Iván Gómez Flores (Nursing Informatics, 2024)

Data Literacy and Data Science Literacy for Nurses: State of the Art Literature Review. - Mikyoung Angela Lee; Pankaj Vyas; Fabio D'Agostino; Ann M. Wieben; Cynthia Peltier Coviak; Margaret Mullen-Fortino; Suhyun Park; Sophia F. Brown; Emiliane Nogueira De Souza; Lisiane Pruinelli; Jethrone Role (Nursing Informatics, 2024)

An Information Model on Pain Management: Cultural Validation and Refinement. - Aline Tsuma Gaedke Nomura; Lisiane Pruinelli; Amália de Fátima Lucena; Simone Pasin; Cristini Klein; Luciana Nabinger Menna Barreto; Miriam de Abreu Almeida (Nursing Informatics, 2024)

The Relationship Between Patient Perceived Pain and the Numerical Rating System: A Prospective Validation Using Electronic Health Record Data. - Lisiane Pruinelli; Minh Nguyen; Nicholas Stalter; Steven G. Johnson; György J. Simon; Stuart M. Speedie; Sisi Ma (Nursing Informatics, 2024)

Machine learning for post-liver transplant survival: Bridging the gap for long-term outcomes through temporal variation features. - Kiruthika Balakrishnan; Sawyer Olson; György J. Simon; Lisiane Pruinelli (Comput. Methods Programs Biomed., 2024)

Transforming liver transplant allocation with artificial intelligence and machine learning: a systematic review. - Lisiane Pruinelli; Kiruthika Balakrishnan; Sisi Ma; Zhigang Li; Anji Wall; Jennifer C. Lai; Jesse Schold; Timothy Pruett; György J. Simon (BMC Medical Informatics Decis. Mak., 2025)