Research Statement
My research interests relate to leveraging data for improved efficiency, communication, and decision making in health care. I developed a model for bidirectional electronic communication and information sharing across organizational boundaries using existing health information exchange technology. Currently, I'm studying the outcomes of implementing this model to support communication and collaboration between emergency departments and poison control centers for treatment of poison exposed patients. My work reflects an interdisciplinary approach to studying problems in informatics and I collaborate extensively with colleagues at the Utah Poison Control Center. Poison control centers are playing a critical role in the current epidemic of opioid overdoses. One of my studies related to health information exchange between emergency departments and poison control centers was featured in a 2014 AHRQ video found here.
In recent years, I've become increasingly engaged in clinical research informatics. I serve as a biomedical informatics lead for the University of Utah Center for Clinical and Translational Science (NCATS UL1TR001067). As a co-investigator for the Utah PRISMS Center (NIBIB U54EB021973), I'm contributing to the development of a research informatics platform that enables the integration of air quality sensors into studies of pediatric asthma. I also have expertise in applying methods of data science as an approach to leverage "big data" for decision making and insight in heatlhcare, and previously used these methods to develop predictive models in conjunction with two Department of Veterans Affairs funded studies.
Engaged in both clinical informatics and applied analytics, I'm keenly interested in the Institute of Medicine's learning health system vision. My long-term goal is to innovate information management for poisoning toward a learning health system model that brings together population health, individual patient care, and scientific discovery.
Research Keywords
- Poison Control
- Opioids
- Knowledge Discovery and Data Mining
- Information Technology
- Informatics
- Health Information Exchange Networks
- Health Care Policy/Health Care Systems
- Electronic information exchange
- Data Mining
- Nursing and Health Informatics
- Nursing Informatics
- Neural Networks (Computer)
Presentations
- Session Chair, Social Determinants of Health, 2023 AMIA Informatics Summit. Other, Presented, 03/14/2023.
- Cummins, et al. (2019) Compatibility of Sensor Study Data Elements with ECHO, Council for the Advancement of Nursing Science, Washington, D.C. Presentation, Presented, 10/2019.
- Gouripeddi, R., Cummins, M., Facelli, J., Sward, K. (2019) Materializing the Air Quality Exposome: The Center of Excellence for Exposure Health Informatics, Utah Clean Air Symposium, Salt Lake City, UT. Presentation, Presented, 10/2019.
- Cummins, M., Iacob, E., Li, H., Crouch, B.I. (2019) Concordance of Poison Control Data and ICD-10 Data for Substances of Abuse in ED Encounters, Addition Health Services Research (AHSR) Conference, Park City, UT. Presentation, Presented, 10/2019.
- Cummins, M. (2019) Utah PRISMS Center: Sensor-based, Data Intensive Science, Council for the Advancement of Nursing Science, Washington, D.C. Presentation, Presented, 10/2019.
- Cummins, M. (2019) Making Data Move and Matter for Poisoning. Rita Kobb Nursing Informatics Symposium (Invited Speaker), Gainesville, FL. Invited Talk/Keynote, Presented, 02/14/2019.
- Cummins, M.R. (2018). College of Nursing Research & Opportunities for Collaboration, Department of Obstetrics & Gynecology, University of Utah, Salt Lake City, UT. Invited Talk/Keynote, Presented, 12/2018.
- Yang, R,. Plasek, J. M., Wilson, A., Cummins, M., Sward, K. (2018). Comparing machine learning algorithms to predict falls of community dwelling older adults. AMIA 2018 Annual Symposium, San Francisco, CA. Poster, Presented, 11/2018.
- Cummins, M.R. & Wilson, B. (2018). Impact: Nursing Research Transforming Patient Care, University of Utah Research Leadership, Research Leadership Luncheon, University of Utah, Salt Lake City, UT. Invited Talk/Keynote, Presented, 10/2018.
- Cummins, M. (2018). Role of Data in Opioid Epidemic, Conversational Summit on the Opioid Crisis in Utah, Salt Lake City, UT. Presentation, Presented, 04/2018.
- Burnett, N., Gouripeddi, R., Cummins, M., Facelli, J., Sward, K. (2018). Towards a Molecular Basis of Exposomic Research, AMIA Informatics Summit, San Francisco, CA. Poster, Presented, 03/2018.
- Research Integrity and Journal Publishing, Panel Moderator, Research Reproducibility Conference. Conference Paper, Refereed, Other, 01/2018.
- Cummins, M., Kume, K. (2018). Increasing the visibility of nursing research through social media, American Association of Colleges of Nursing 2018 Doctoral Education Conference, Naples, FL. Poster, Presented, 01/2018.
- Cummins, M., Kume, K. (2018). Increasing the visibility of nursing research through social media, AACN 2018 Doctoral Education Conference, Naples, FL. Poster, Presented, 01/2018.
- Yang, R., Plasek, J.M., Wilson, A., Cummins, M., Sward K. (2018). Comparing machine learning algorithms to predict falls of community dwelling older adults, AMIA 2018 Annual Symposium, San Francisco, CA. Poster, Presented, 01/2018.
- Cummins, M., Cloyes, K. (2018). Maximizing Value in Research Focused Doctoral Programs, American Association of Colleges of Nursing 2018 Doctoral Education Conference, Naples, FL. Presentation, Presented, 01/2018.
- Maximizing Value in Research Focused Doctoral Programs, AACN 2018 Doctoral Education Conference, Naples, FL. Presentation, Presented, 01/2018.
- Role of Data in Opioid Epidemic, Conversational Summit on the Opioid Crisis in Utah, Salt Lake City, UT. Presentation, Presented, 01/2018.
- Gouripeddi, R., Madsen, R. K., Mo, P. W. K., Warner, P. B., Tran, L., Burnett, N. B., Butcher, R., Lund, A. M., Cummins, M. R., Sward, K. A., Facelli, J. C. (2018). An Architecture for Metadata-driven Integration of Heterogeneous Sensor and Health Data for Translational Exposomic Research, IEEE Biomedical and Health Informatics (BMI) and the Body Sensor Networks, Las Vegas, NV. Presentation, Accepted, 12/2017.
- R Gouripeddi, M Cummins, J Facelli, K Sward, for the Utah PRISMS Team. (2017). The Utah PRISMS Ecosystem: An Infrastructure for Global Exposomic Research, National Institute of Environmental Health Science Global Environmental Health Day 2017, National Institute of Environmental Health Science (NIEHS), Research Triangle Park, NC. Poster, Presented, 09/2017.
- Tiase, V. L., Crouch, B., Bennett, H., Weng, C., Yang, R., Cummins, M. (2017). Descriptive analysis of communication patterns between a local poison control center and community emergency department, ICHI Conference, Park City, UT. Poster, Presented, 08/2017.
- Yang, R., Wei, W., Cummins, M. (2017). Application of cognitive load theory to the design and evaluation of usability study of mHealth applications: Opportunities and challenges, ICHI Conference, Park City, UT. Poster, Presented, 08/2017.
- Guo, J., Bennett, H., Crouch, B., Cummins, M. (2017). Reference website use patterns of poison control center specialists, ICHI Conference, Park City, Utah. Poster, Presented, 08/2017.
- Cummins, M. R., (2017). Making data move and matter at the Utah Poison Control Center, Directors Meeting, American Association of Poison Control Centers, Chicago, IL. Invited Talk/Keynote, Presented, 04/2017.
- Ranade-Kharkaar, P., Mann, D. K., Bennett, H., Crouch, B., Del Fiol, G., Thornton, S. N., Cummins, M.R. (2016). Patient Identity Matching for Health Information Exchange between Poison Control Centers and Emergency Departments. AMIA Annual Fall Symposium. Chicago, IL. Poster, Presented, 11/2016.
- Gouripeddi, R., Eilbeck, K., Cummins, M., Sward, K., LaSalle, B., Peterson, K., Madsen, R., Warner, P., Dere, W., Facelli, J. C. (2016). A Conceptual Architecture for Reproducible On-demand Data Integration for Complex Diseases, Research Reproducibility Conference, Salt Lake City, UT. Poster, Presented, 10/2016.
- Cummins, M.R., Gouripeddi, R., Facelli, J. (2016). A Low-cost, Low-barrier Clinical Trials Registry to Support Effective Recruitment, Research Reproducibility Conference, Salt Lake City, UT. Poster, Presented, 10/2016.
- Habre, R., Ambite, J., Bui, A., Cummins, M., Dellarco, M., Echel, S., Gouripeddi, R., Sward, K.(2016). Pediatric Research Using Integrated Sensor Monitoring Systems Data Modeling Working Group, International Society of Exposure Science (ISES) Annual Meeting, Utrecht, Netherlands. Poster, Presented, 10/2016.
- Cummins, M. R. (2016). Nursing informatics: Advancing health information exchange for poisoning, UHIMSS Spring Conference, Salt Lake City, UT. Invited Talk/Keynote, Presented, 05/20/2016.
- Cummins, M.R. (2016). A National Web Conference on Advanced Application of Health Information Exchange Systems, U.S. Agency for Healthcare Research and Quality. AHRQ National Webinar. Invited Talk/Keynote, Presented, 04/22/2016.
- Cummins, M.R., Crouch, B. I., Del Fiol, G., Narus, S., Thornton, S., Allen, T., & Hoffman, M. (2016). Health Information Exchange for Poison Control Centers, HIMSS 2016 Nursing Informatics Symposium, Las Vegas, NV. Presentation, Presented, 03/2016.
- Hanseler, H., Nelson, S. D., Del Fiol, G., Crouch, B. & Cummins, M. (2016). A Dashboard for Health Information Exchange between Poison control Centers and emergency Departments in View from the Poison Control Center, Utah Conference on Undergraduate Research, Salt Lake City, UT. Presentation, Presented, 02/2016.
- Cummins, M. (2015). Strengthening Poison Control Center Communication through Health Information Exchange, UHIMSS Spring Conference, Salt Lake City, UT. Invited Talk/Keynote, Presented, 05/19/2015.
- Cummins, M., Gesteland, P., Grannis, S. (2015). Advancing toward Electronic Exchange of Poisoning Information, University of Utah College of Nursing Seminar Series, Salt Lake City, UT. Invited Talk/Keynote, Presented, 03/13/2015.
- Cummins, M.R., Crouch, B.I., Del Fiol, G., Mateos, B., Muthukutty, A., & Wyckoff, A. (2014). Information requirements for health information exchange supported communication between emergency departments and poison control centers. AMIA 2014 Annual Symposium. Conference Paper, Refereed, Presented, 11/17/2014.
- Nelson, S.D, Del Fiol, G., Hanseler, H., Crouch, B., & Cummins, M. (2014). A dashboard for health information exchange between poison control centers and emergency departments: the view from the poison control center. Proceedings of 2014 North American Conference on Clinical Toxicology. Poster, Presented, 10/19/2014.
- Hanna, E. & Cummins, M. (2014). Using collaborative social media to engage online learners, University of Utah Undergraduate Scholars in Education and Teaching (USET), University of Utah. Poster, Presented, 04/01/2014.
- Rubin, M.A., Campo-Maldonado, J.E., Redd, A., Cummins, M., Sauer, B., Evans, M., & Nielsen, C. (2012). An automated electronic rule for predicting methicillin-resistant staphylococcus aureus (MRSA) carriage upon hospital admission at VA medical centers (VAMC) nationwide (abstract). ID Week 2012, San Diego, CA. Presentation, Presented, 10/30/2012.
- Caravati,E.M., Latimer, S., Ellington, L., Poynton, M., Bennett, H.K.W., Crouch, B.I. (2010). Identification and Characterization of Surges in Poison Center Call Volume. Accepted for presentation at International Congress of the European Association of Poisons Centres and Clinical Toxicologists, May 2010. Conference Paper, Refereed, Presented, 05/01/2010.
- Poynton, M.R., Ellington, L., Caravati, E.M., Crouch, B.I., Bennett, H. (2009). Building knowledge for poison control: the novel pairing of communication analysis with data mining methods. Studies in Health Technology & Information, 146, 207-13. Conference Paper, Refereed, Other, 07/01/2009.
- Guo, J.W., Poynton, M., Matney, S., Ellington, L., Crouch, B.I., Caravati,E.M. (2009). Requirements analysis for HL7 message development in poison control center. Studies in Health Technology & Information, 146, 758-9. Poster, Presented, 07/01/2009.
- Latimer, S., Ellington, L., Maxwell, A., Poynton, M., Caravati, E.M., Crouch, B.I., Bennett, H. (2009). Identifying routine surge for poison control telephone response systems. Studies in Health Technology & Information, 146, 811. Poster, Presented, 07/01/2009.
- Latimer, S, Ellington, L, Maxwell, A, Poynton, MR, Bennett, H, Crouch, BI, & Caravati EM. (2009, June). Identifying routine surge for poison control telephone response systems. Poster accepted for presentation at the 10th International Congress on Nursing Informatics, Helsinki, Finland. Conference Paper, Other, 2008.
- Peters, MS, Poynton, MR, Ellington, L, Crouch, BI, & Caravati, EM. (2009, June). Use of standardized terminologies in the poison control setting: An analysis. Poster accepted for presentation at the 10th International Congress on Nursing Informatics, Helsinki, Finland. Conference Paper, Other, 2008.
- Poynton, MR, Ellington, L, Caravati, EM, Crouch, BI, & Bennett, H. (2009, June). Building knowledge for poison control: The novel pairing of communication analysis with data mining methods. Paper accepted for presentation at the 10th International Congress on Nursing Informatics, Helsinki, Finland. Conference Paper, Other, 2008.
- Guo, JW, Poynton, MR, Matney, S, Ellington, L, Crouch, BI, & Caravati, EM. (2009, June). Requirements analysis for HL7 message development in poison control center. Poster accepted for presentation at the 10th International Congress on Nursing Informatics, Helsinki, Finland. Conference Paper, Other, 2008.
- Guest Lecture, University of Utah School of Medicine BMI 6110: “Critiquing Knowledge Discovery Studies”, February 20, 2008. Invited Talk/Keynote, Presented, 2008.
- Invited Presentation, Utah Nursing Informatics Network: “Publishing Your Work”, January 17, 2008. Invited Talk/Keynote, Presented, 2008.
- Invited Lecture, IPHIE 2008 “Nursing Informatics”, June 29, 2008. Invited Talk/Keynote, Presented, 2008.
- Guest Lecture, BMI6010, “Nursing Informatics”, University of Utah School of Medicine, Department of Biomedical Informatics, November 19, 2008. Invited Talk/Keynote, Presented, 2008.
Grants, Contracts & Research Gifts
- Electronic Exchange of Poisoning Information (1R01 HS021472-01A1). PI: Mollie R. Cummins. Agency for Healthcare Research & Quality, 09/30/2013 - 09/29/2020. Total project budget to date: $1,249,997.00
- Current Evidence and Early Warning Indicators of Homelessness Risk Among Veterans. PI: Adi Gundlapalli. Department of Veterans Affairs HSR&D, 11/01/2013 - 10/31/2016. Total project budget to date: $0.00
- Supporting Continuity of Care for Poisonings with Electronic Information Exchange. PI: M. Poynton. Co-PI(s): B.Crouch, P. Gesteland. Agency for Healthcare Research and Quality, 03/01/2010 - 02/28/2012. Total project budget to date: $272,662.00
- Predictive modeling of caller adherence to poison control center recommendations. PI: Ellington, L. Co-PI(s): Poynton, M., Crouch, B.I., Caravati, E.M.. National Institutes of Health, 08/01/2007 - 07/31/2011. Total project budget to date: $1,126,041.00
- PRISMS Informatics Platform-Federated Integration Platform. PI: Sward, Katherine. Co-PI(s): Facelli, Julio. National Institute of Biomedical Imaging and Bioengineering, 10/01/2015 - 09/30/2019. Total project budget to date: $5,530,000.00
- University of Utah Center for Clinical and Translational Science (5UL1TR001067-03). PI: Dere, Willard and Byington, Carrie. NCATS, 01/2013 - 01/2018. Total project budget to date: $204,000.00
- Basic Agreement 11RT0150: Syndrome Surveillance Tools. PI: Stephane Meystre. Co-PI(s): Mollie Cummins, Yarden Livnat, Scott Duvall. Department of Veterans Affairs, 09/01/2011 - 08/31/2012. Total project budget to date: $1,578,842.00
- Electronic exchange of poison control center data and information in support of population health: A preliminary requirements analysis. PI: Poynton, M.R. Co-PI(s): Crouch, B.I., Gesteland, H.P.. College of Nursing Research Committee, 03/01/2009 - 12/31/2009. Total project budget to date: $5,000.00
More Information
AHRQ video about our work related to health information exchange between emergency departments and poison control centers.
Languages
- French, functional.
Publications
- Gouripeddi, R. & Novoa, S., Hernandez, E.J., Hernandez-Ruiz, J., Madsen, R., Cummins, M.R., Sward, K., Negrette, J.C., Benson, L.S., Facelli, J. (2024). Architectural Considerations for a One Health Informatics Ecosystem. Proceedings of 2024 AMIA Informatics Summit. Published, 03/20/2024.
- Macieira, T.G.R. & Umberfield, E.E., Cummins, M.R. & Bjarnadottir, R.I. (2024). Nurse-generated data in focus: Advancing clinical research consortia to support AI in healthcare. Proceedings of NI2024. Accepted, 03/19/2024.
- Wilczewski H, Ong T, Ivanova J & Soni H (2024). Telemedicine from Home or the Office: Perceptions of Mental Health Providers. Telemedicine journal and e-health : the official journal of the American Telemedicine Association. Vol. 30, 422429422-429. Published, 02/01/2024.
- Wilczewski H, Ong T, Ivanova J & Soni H (2024). Telemedicine from Home or the Office: Perceptions of Mental Health Providers. Telemedicine journal and e-health : the official journal of the American Telemedicine Association. Vol. 30, 422429422-429. Published, 02/01/2024.
- Cummins, M.R. & Shishupal, S., Wong, B., Wan, N., Johnny, J.D., Mhatre-Owens, A., Gouripeddi, R., Ivanova, J., Ong, T., Soni, H., Barrera, J., Wilczewski, H., Welch, B.M., Bunnell, B.E. (2024). Observational study of travel distance between participants in U.S. telemedicine sessions with estimates of emissions savings. Journal of Medical Internet Research. Accepted, 02/01/2024.
- Ong, T. & Ivanova, J., Cummins, M., Wilczewski, H., Welch, B.M., & Bunnell, B.E. (2024). Current directions in VR research in mental health care. Mental Health Virtual Reality: The Power of Immersive Worlds. Accepted, 02/01/2024.
- Lucero, R. (2023). Achieving Health Equity: Opportunities and Challenges Associated with the Adoption of a Unique Nurse Identifier. Proceedings of 2023 Interdisciplinary Research Group on Nursing Issues (IRGNI) Annual Research Meeting. Published, 09/01/2023.
- Gouripeddi, R. & Cummins, M., Sward, K., & Facelli, J. (2023). The Informatics of the Autoimmune Exposome. American Medical Informatics Association. Published, 08/30/2023.
- Cummins, M. (2023). Non-hypothesis Driven research: Data Mining and Knowledge Discovery. In Richesson, R. & Andrews, J. (Eds.), Clinical Research Informatics (2nd ed). Springer-Verlag. Published, 07/2023.
- Murdock, S-J. & Llloyd, J., Alekhina, N., Gouripeddi, R., Cummins, M.R., & Facelli, J. (2023). A Domain Analysis of eIRB Applications to Identify Data Extraction Requests for Clinical Research. Proceedings of AMIA 2023. Published, 03/15/2023.
- Gouripeddi, R. & Barlocker, J., Alekhina, NN. Johnny, J., Lloyd, J., Bah, H., Greimes, T. & Cummins, M. (2023). Performance of Containerized Text De-identification (TiDE) for De-identification of RECOVER EHR Clinical Notes. Proceedings of 2023 AMIA Informatics Summit. Published, 03/15/2023.
- Gouripeddi, R. & Cummins, M.R. (2023). Developing a Metadata Description for Publishing Research Data Resources for Promoting Their Re-Use. Proceedings of 2023 AMIA Informatics Summit. Published, 03/15/2023.
- Gouripeddi, R. & R. Barlocker, J., Alekhina, NN. Johnny, J., Lloyd, J., Bah, H., Greimes, T., Cummins, M. (2022). Performance of Containerized Text De-identification (TiDE) for De-identification of RECOVER EHR Clinical Notes. Proceedings of 2023 AMIA Informatics Summit. Accepted, 11/01/2022.
- Gouripeddi R. & M. Cummins et al (2022). Developing a Metadata Description for Publishing Research Data Resources for Promoting Their Re-Use. Proceedings of 2023 AMIA Informatics Summit. Accepted, 11/01/2022.
- Cummins, M.R. (2022). Perspectives on a National Nurse Identifier. Proceedings of AMIA 2022. Published, 10/31/2022.
- Cummins, M.R. & Hardiker, N., Wang, J., Wilson, M., Sward, K., Chernecky, C., Roberts, D., Herrmann Langford, L. (2022). American Academy of Nursing on Policy Social Determinants of Health: Data Standardization in Electronic Health Records. Nursing Outlook. Vol. 70(3), 528-534.
Published, 09/01/2022.
https://www.nursingoutlook.org/article/S0029-6554(... - Hughes, R. & Hooper, V., Kennedy, R., Cummins, MR, Lake, E.T., Carrington, J. (2022). Interoperability explained. American Nurse Journal. 56-58.
Published, 06/01/2022.
https://www.myamericannurse.com/wp-content/uploads... - Cummins, M.R. & Staes, C. & Turcotte, C. (2022). Final report Sub-task: Identify 5-10 research questions that can be derived from a linked prescription drug monitoring program dataset. January 31, 2022, Prepared for Utah Department of Health Opioid Interoperability Training & Research Questions Project, Final report, State Contract No. 212701658. University of Utah. Published, 02/01/2022.
- Cummins, M.R., Staes, C. & Turcotte, C. (2022). Final report Sub-task: Identify 5-10 research questions that can be derived from a linked prescription drug monitoring program dataset. January 31, 2022, Prepared for Utah Department of Health Opioid Interoperability Training & Research Questions Project, State Contract No. 212701658. 36 pages. Published, 01/31/2022.
- Yang R & Plasek JM (2021). Predicting Falls Among Community-Dwelling Older Adults: A Demonstration of Applied Machine Learning. Computers, informatics, nursing : CIN. Vol. 39, 273280273-280. Published, 11/01/2021.
- Yang R & Plasek JM (2021). Predicting Falls Among Community-Dwelling Older Adults: A Demonstration of Applied Machine Learning. Computers, informatics, nursing : CIN. Vol. 39, 273-280. Published, 11/01/2021.
- Tiase VL, Wawrzynski SE & Sward KA (2021). Provider Preferences for Patient-Generated Health Data Displays in Pediatric Asthma: A Participatory Design Approach. Applied clinical informatics. Vol. 12, 664-674. Published, 11/01/2021.
- Pittman P, Rambur B, Birch S, Chan GK, Cooke C, Cummins M, Leners C, Low LK, Meadows-Oliver M, Shattell M, Taylor C, Trautman D. (2021). Value-Based Payment: What Does It Mean for Nurses? Nurs Adm Q. 2021 Jul-Sep 01;45(3):179-186. doi: 10.1097/NAQ.0000000000000482. PMID: 34060500. Published, 07/01/2021.
- Cummins MR, Del Fiol G, Crouch BI, Ranade-Kharkar P & Khalifa A (2021). Enabling health information exchange at a US Poison Control Center. Journal of the American Medical Informatics Association : JAMIA. Vol. 27, 100010061000-1006. Published, 04/01/2021.
- Cummins MR, Del Fiol G, Crouch BI, Ranade-Kharkar P & Khalifa A (2021). Enabling health information exchange at a US Poison Control Center. Journal of the American Medical Informatics Association : JAMIA. Vol. 27, 1000-1006. Published, 04/01/2021.
- Stagg B, Stein JD, Medeiros FA, Cummins M, Kawamoto K, Hess R.(2021). Interests and needs of eye care providers in clinical decision support for glaucoma. BMJ Open Ophthalmol. 2021 Jan 15;6(1):e000639. doi: 10.1136/bmjophth-2020-000639. PMID: 33501378; PMCID: PMC7813287. Published, 01/15/2021.
- McDonald, A., Francis, L., Crouch, B.I. & Cummins, M. (2019). Legal aspects of information sharing and communication by poison centers in the United States. Clinical Toxicology. Vol. 14, 1-7. Accepted, 12/2019.
- Alderden J, Zhao YL & Zhang Y (2019). Outcomes Associated With Stage 1 Pressure Injuries: A Retrospective Cohort Study. American journal of critical care : an official publication, American Association of Critical-Care Nurses. Vol. 27, 471-476. Published, 11/01/2019.
- Alderden J, Pepper GA, Wilson A & Whitney JD (2019). Predicting Pressure Injury in Critical Care Patients: A Machine-Learning Model. American journal of critical care : an official publication, American Association of Critical-Care Nurses. Vol. 27, 461-468. Published, 11/01/2019.
- Tiase VL (2019). Navigating the Search for Patient Generated Health Data. Studies in health technology and informatics. Vol. 264, 19921992. Published, 09/01/2019.
- Tiase VL, Sward KA & Cummins MR (2019). Navigating the Search for Patient Generated Health Data. Studies in health technology and informatics. Vol. 264, 1992. Published, 09/01/2019.
- Tiase VL (2019). Navigating the Search for Patient Generated Health Data. Studies in health technology and informatics. Vol. 264, 1992. Published, 09/01/2019.
- Cummins MR, Ranade-Kharkar P, Johansen C & Bennett H (2019). Simple Workflow Changes Enable Effective Patient Identity Matching in Poison Control. Applied clinical informatics. Vol. 9, 553-557. Published, 09/01/2019.
- Ponte, P.R. (2019). An Interview with Mollie Rebecca Cummins. (pp. 402-403). Vol. 49(9). J Nurs Adm. Published, 09/2019.
- Tiase, V.L., Sward, K.S. & Cummins, M.R. (2019). Navigating the Search for Patient Generated Health Data. (pp. 1992). Vol. 264. Studies in Health Technology & Information. Published, 08/2019.
- Gouripeddi, R, Lund, A. Burnett, N., Tran, L., Mo, P., Madsen, R., Cummins, M., Sward, K., Facelli, J. (2018). Enabling Reproducible Computational Modeling: The Utah PRISMS Ecosystem, Absract for presentation at the Research Reproducibiliy Conference. Salt Lake Ciy, UT. Published, 06/2018.
- Cummins, M. R. & Luangkesorn, L. (2018). Health care analytics, knowledge discovery and data mning. In Neson & Staggers (Eds.) Health informatics: An interprofessioal approach (2nd Ed). St. Louis, MO: Elsevier Mosby. Published, 01/2018.
- Alderden, J., Zhao, Y.L., Zhang, Y., Thomas, D., Butcher, R. & Cummins, M.R. (2018). Outcomes Associated with Stage 1 Pressure Injuries: A Retrospective Cohort Study. American Journal of Critical Care, 27(6), 471-476. Published, 01/2018.
- Alderden, J., Pepper, G.A., Wilson, A., Whitney, J.D., Richardson, S., Butcher, R., Jo, Y. & Cummins, M.R. (2018). Predicting Pressure Injury in Critical Care Patients: A Machine-Learning Model. American Journal of Critical Care, 27(6), 461-468. Published, 01/2018.
- Cummins, M.R., Ranade-Kharkar, P., Johansen, C., Bennett, H., Gabriel, S., Crouch, B.I., Del Fiol, G. & Hoffman, M. (2018). Simple Workflow changes Enable Effective Patient Identity Matching in Poison Control. Applied Clinical Informatics, 9(3), 553-557. Published, 01/2018.
- Burnett, N., Gouripeddi, R., Cummins, M., Facelli, J. & Sward, K. (2018). Towards a Molecular Basis of Exposomic Research. Proceedings of the AMIA 2018 Summit. Published, 01/2018.
- Gouripeddi, R., Mo, P., Edelman, L. & Cummins, M. (2018). Graphical Methods for Discovering Opioid Misuse Trajectories. Abstract for presentation at the Translation Science 2018 Conference, Washington, D.C. Published, 01/2018.
- Gouripeddi, R., Madsen, R., Tran, L., Mo, P., Burnett, N., Butcher, R., Cummins, M., Sward, K. & Facelli, J. (2018). Generating Consistent Spatio-temporal Events of Exposure for Translational Exposomic Research. Abstract for presentation at the ISES-ISEE 2018 Joint Annual Meeting, Ottowa, Canada. Published, 01/2018.
- Gouripeddi, R., Madsen, R.K., Mo, P.W.K., Warner, P.B., Tran, L., Burnett, N.B., Butcher, R., Lund, A.M., Cummins, M.R., Sward, K.A. & Facelli, J.C. (2018). An Architecture for Metadata-Driven Integration of Heterogeneous Sensor and Health Data for Translational Exposomic Research. Abstract for oral presentation at IEEE Biomedical and Health Informatics (BMI) and the Body Sensor Networks (BSN) Conference, Las Vegas, NV. Published, 01/2018.
- Gouripeddi, R., Chang, D., Cummins, M., Facelli, J. & Sward, K. (2018). An Environmental Scan of Global Air Quality Research for Developing Global Exposomic Informatics Infrastructure. Global Environmental Health Day 2018, Research Triangle, NC. Published, 01/2018.
- Gouripeddi, R., Cummins, M., LaSalle B., Sward, K., Dere, W. & Facelli, J. (2018). Towards Reproducible Translational Research using Templates. Abstract for presentation at the Research Reproducibility Conference, Salt Lake City, UT. Published, 01/2018.
- Gouripeddi, R., Collingwood, S., Wong, B., Cummins, M., Facelli, J. & Sward, K. (2018). The Utah PRISMS Informatics Ecosystem: An Infrastructure for Generating and Utilizing Exposomes for Translational Research. Abstract for presentation at the Total Exposure Health 2018 Conference in Bethesda, MD. Published, 01/2018.
- Tiase, V. L., Crouch, B. I., Bennett, H. K., Weng, C., Yang, R. & Cummins, M. R. (2017). Descriptive analysis of communication patterns between a local poison control center and community emergency departments. Proceedings of the 2017 IEEE International Conference on Healthcare Informatics. Published, 12/2017.
- Guo, J., Bennett, H., Crouch, M. I., Cummins M. R. (2017). Reference website use patterns of poison control center specialists. Proceedings of the 2017 IEEE International Conference on Healthcare Informatics. Published, 12/2017.
- Gouripeddi, R., Burnett, N., Cummins, M., Facelli, J. & Sward, K. (2017). A conceptural representation of exposome in translational research. Proceedings of the AMIA Annual Symposium 2017. Published, 11/2017.
- Gouripeddi, R., Cummins, M., Burnett, N., Madsen, R., Mo, P., Warner, P. & Facelli, J. (2017). Utah PRISMS data integration platform for generating exposomes. (pp. 195). International Society of Exposure Science 2017 Abstract Book. Published, 10/2017.
- Alderden, J., Cummins, M. R., Pepper, G. A., Whitney, J. D., Zhang, Y., Butcher, R., Thomas, D. (2017). Midrange Braden subscale scores are associated with increased risk for pressure injury development among critical care patients. Journal of Wound Ostomy & Continence Nursing, Sep/Oct, 44(5), 420-428. Published, 09/2017.
- Cummins, M. R. (2017). Cross-training the nurse scientist in data science and genomics. Journal of Professional Nursing, 33(4), 259. Published, 07/2017.
- Gouripeddi, R., Cummins, M., Lane, E., Madsen, R., Butcher, R., Shao, J. & LaSalle, B. (2017). Towards a scalable informatics platform for enhancing accrual into clinical research studies. Zendo. Published, 04/2017.
- Alderden, J., Rondinelli, J., Pepper, G., Cummins, M., & Whitney, J. (2017). Risk factors for pressure injuries among critical care patients: A systematic review. International Journal of Nursing Studies, 71, 97-114. Published, 03/2017.
- Cummins, M. R., Gouripeddi, R. & Facelli, J. (2016). A low-cost, low-barrier clinical trials registry to support effective recruitment. Proceedings of Research Reproducibility 2016. Published, 11/2016.
- Ranade-Kharkar, P., Mann, D. K., Bennett, H., Crouch, B., Del Fiol, G., Thornton, S. N., Cummins, M. R. (2016) Patient Identity Matching for Health Information Exchange between Poison Control Centers and Emergency Departments. Proceedings of the AMIA Annual Symposium 2016.. Published, 11/2016.
- Cummins M, Rajan NS, Hodge C & Gouripeddi R (2016). Patterns and Perceptions of Asynchronous Video Discussion in a Graduate Health Sciences Course. The Journal of nursing education. Vol. 55, 706-710. Published, 11/01/2016.
- Alderden J & Cummins M (2016). Standardized Nursing Data and the Oncology Nurse. Clinical journal of oncology nursing. Vol. 20, 336-8. Published, 05/01/2016.
- Khalifa, A. M., Cummins, M. R., & Del Fiol, G. (2017). Public health data for individual patient care: Mapping poison control center data to the C-CDA Consultation Note. Proceedings of the AMIA 2016 Annual Symposium, 2016, 1850-1859. Published, 02/2016.
- Cummins, M.R., Crouch, B. I., Del Fiol, G., Narus, S., Thornton, S., & Allen, T. (2015). Advancing toward health information exchange for poison control centers. Proceedigso 201 North American Conferece on Clinical Toxiolgy.. Published, 10/2015.
- Butcher, R., Martial, M.A., Gouripeddi, R., Cummins, M.R. (2015). Semantic interoperability of national poison center data (abstract). Proceedings of the IHTSDO SNOMED CT Expo. Montevideo, Uruguay. Published, 10/01/2015.
- Garg, N., Del Fiol, G., Crouch, B.I., Allen, T., Horowitz, B.Z., & Cummins, M.R. (2015). Modeling poison control center workflow with health information exchange (abstract). Proceedings of 2015 North American Conference on Clinical Toxicology.. Published, 10/01/2015.
- Cummins MR, Sward K & Guo JW (2015). Leaders in Nursing Informatics Education and Research: The University of Utah Celebrates 25 Years. Computers, informatics, nursing : CIN. Vol. 33, 379-81. Published, 09/01/2015.
- Del Fiol G, Crouch BI & Cummins MR (2015). Data standards to support health information exchange between poison control centers and emergency departments. Journal of the American Medical Informatics Association : JAMIA. Vol. 22, 519-28. Published, 06/01/2015.
- Cummins, M.R. & Gouripeddi, R. (2015). Asynchronous media-based discussion to promote scholarly engagement (paper). Proceedings of the Symposium on Emerging Technology Trends in Higher Education.. Published, 01/01/2015.
- Del Fiol G, Crouch BI, Cummins MR. Data standards to support health information exchange between poison control centers and emergency departments. J Am Med Inform Assoc. 2014 Oct 23. pii: amiajnl-2014-003127. doi:10.1136/amiajnl-2014-003127. [Epub ahead of print] PubMed PMID: 25342180. Published, 10/23/2014.
- Cummins MR. Nursing informatics and learning health system. Comput Inform Nurs. 2014 Oct;32(10):471-4. doi: 10.1097/CIN.0000000000000109. PubMed PMID:25325674. Published, 10/20/2014.
- Cummins, M., Doing-Harris, K., Passman, J., & Mateos, B. (2013). Automated mapping of NPDS data elements to the UMLS Metathesaurus (abstract), American Medical Informatics Association (AMIA) Annual Symposium Proceedings. Washington, D.C.: American Medical Informatics Association. Published, 11/01/2013.
- Cummins, M.R. , Pepper, G, and Horn, S. (2014). Knowledge discovery, data mining, and practice-based evidence. In Staggers & Nelson (Eds.) Health Informatics: An Interprofessional Approach. Elsevier Mosby. Published, 07/01/2013.
- Cummins, M.R., Crouch, B.I., Gesteland, P., Wyckoff, A., Allen, T., Muthukutty, A., Palmer, R., Peelay, J., Repko, K. (2013). Inefficiencies and vulnerabilities of telephone based communication between U.S. poison control centers and emergency departments. Clinical Toxicology, 51(5):435-43. Published, 06/01/2013.
- Caravati EM, Latimer S, Ellington L, Bennett H, Reblin M, Cummins M, & Crouch BI. (2012. High call volume at poison control centers: identification and implications for communication. Clinical Toxicology, 50(8), 781-7. Published, 08/13/2012.
- Cummins, M. (2012). Non-hypothesis Driven Research: Data Mining and Knowledge Discovery. In Richesson, R. & Andrews, J. (Eds.), Clinical Research Informatics. New York, NY: Springer-Verlag. Published, 06/01/2012.
- Cummins, M.R., Crouch, B.I., Gesteland, P., Staggers, N., Wyckoff, A., & Wong, B.G. (2012, In press). Electronic information exchange between emergency departments and poison control centers: A Delphi study. Clinical Toxicology, 50(6), 503-13. Epub 2012 May 22. Published, 05/22/2012.
- Poynton, M.R., Crouch, B.I., & Gesteland, P. (2012). Building a knowledge base for health information exchange between emergency departments and poison control centers. Proceedings of HICSS45: Hawaii International Conference on Systems Science. Published, 01/06/2012.
- Brinkerhoff, K., Brewster, P., Clark, E., Jordan, K., Poynton, M., Hurdle, J. (2011). Linking Supermarket Sales Data To Nutritional Information: An Informatics Feasibility Study. AMIA Annual Symposium Proceedings. Washington, DC: American Medical Informatics Association. Published, 10/01/2011.
- Wyckoff, A. Cummins, M.R. Crouch, B.I., Wong, B.G. Abramson, J. Gesteland, P. (2011). Using REDCap to administer a Delphi study. AMIA Annual Symposium Proceedings (abstract). Washington, DC: American Medical Informatics Association. Published, 10/01/2011.
- Cummins, M.R., Muthukutty, A. Latimer, S. Bennett, H.K. Caravati, E.M. Crouch, B.I. Ellington, L. (2011). Narrative text improves performance of poison center predictive models. Clinical Toxicology, 49 (6), 601-602. Published, 09/01/2011.
- Crouch, B.I. Cummins, M.R. Gesteland, P. Wyckoff, A. (2011). Priority considerations for electronic exchange of poison control information, Clinical Toxicology, 49(6), 596. Published, 09/01/2011.
- Tang, H., Poynton, M.R., Hurdle, J.F., Baird, B.C., Koford, J.K., & Goldfarb-Rumyantzev, A. (2011). Predicting three-year kidney graft survival in recipients with systemic lupus erythematosus. ASAIO Journal, 57(4), 300-9. Published, 07/2011.
- Ellington, L., Poynton, M.R., Reblin, M., Latimer, S., Bennett, H.K.W., Crouch, B.I. & Caravati, E.M. (2011). Communication patterns for the most serious poison center calls. Clinical Toxicology, 42,312-316. Published, 04/01/2011.
- Tang, H.,Hurdle, J., Poynton, M., Hunter, C., Tu, M., Baird, B., Krikov, S., & Goldfarb-Rumyantzev, A. (2011). Validating Prediction Models of Kidney Transplant Outcome Using Single Center Data. ASAIO Journal, 57(3), 206-12. Published, 02/23/2011.
- Olola, C., Narus, S., Nebeker, J., Poynton, M., Hales, J., Rowan, B., LeSieur, H., Zumbrennen, C., Edwards, A., Crawford, R., Amundsen, S., Kabir, Y., Atkin, J., Newberry, C., Young, J., Hanifi, T., Risenmay, B., Sorensen, T., Evans, R.S. (2011). The Perception of Medical Professionals and Medical Students on the Usefulness of an Emergency Medical Card and a Continuity of Care Report in Enhancing Continuity of Care. International Journal of Medical Informatics, 80(6) 412-20. Published, 02/16/2011.
- Poynton, M., Crouch, B., Gesteland, P., Allen, T., Corneli, H., Wong, B.G., Staggers, N., & Wyckoff, A. Electronic Information Exchange Between Emergency Departments And Poison Control Centers: Consensus Opinion On Issues, Opportunities, And Barriers. Academic Emergency Medicine, 18(5), S102. Published, 02/02/2011.
- Olola, CH, Narus S, Poynton M, Nebeker J, Hales J, Rowan B, Smith M, & Evans RS. (2011). Patient-perceived usefulness of an emergency medical card and a continuity-of-care report in enhancing the quality of care. International Journal for Quality in Health Care, 23(1):60-7. Published, 02/01/2011.
- Ellington, L., Poynton, M.R., Reblin, M., Latimer, S., Bennett, H.K.W., Crouch, B.I. & Caravati, E.M. (2011). Communication patterns for the most serious poison center calls. Clinical Toxicology, 42,312-316. Published, 01/01/2011.
- Walton NA, Poynton MR, Gesteland PH, Maloney C, Staes C, & Facelli JC. (2010). Predicting the start week of respiratory syncytial virus outbreaks using real time weather variables. BMC Med Inform Decis Mak. 2010 Nov 2;10:68. Published, 11/02/2010.
- Muthukutty, A., Poynton, M., Ellington, L., Crouch, B., Caravati, M. (2010). Pre-processing poison control substance data for knowledge discovery. Proceedings of AMIA 2010. Published, 10/01/2010.
- Olola, C.H., Rowan, B., Narus, S., Smith, M., Hastings, T., Poynton, M., Nebeker, J., Hales, J., Evans, R.S. (2009). Implementation of an emergency medical card and a continuity of care. Methods of Information in Medicine, 48(6), 519-30. Published, 10/01/2009.
- Poynton, M.R., Choi, B.M., Kim, Y.M., Park, I.S., Noh, G.J., Hong, S.O., Boo, Y.K., & Kang, S.H. (2009). Machine Learning Methods Applied to Pharmacokinetic Modelling of Remifentanil in Healthy Volunteers: a Multi-method Comparison. Journal of International Medical Research, 37(6), 1680-91. Published, 10/01/2009.
- Ellington, L. Poynton, M., Sayin, E., Latimer, S., Bennett, H., Crouch, B. I., Caravati, E. M. (September 2009). Communication Patterns for the Most Serious Poison Center Calls. Paper presented at the North American Clinical Congress for Toxicology. Published, 09/01/2009.
- Poynton, M.R., Bennett, H.K., Ellington, L., Crouch, B.I., Caravati, E.M., Jasti, S. (2009). Specialist discrimination of toxic exposure severity at a poison control center. Clinical Toxicology, 47(7), 678-82. Published, 07/01/2009.
- Ellington, L, Kennedy Sheldon, L, Matwin, S, Smith, JA, Poynton, M, Crouch, BI, & Caravati, EM (2009). An Examination of Adherence Strategies and Challenges in Poison Control Communication. Journal of Emergency Nursing, 35(3), 186-90. Published, 07/01/2009.
- Poynton MR, Ellington L, Caravati EM, Crouch BI, Bennett H. Building knowledge for poison control: the novel pairing of communication analysis with data mining methods. Stud Health Technol Inform. 2009;146:207-13. Published, 06/01/2009.
- Guo JW, Poynton M, Matney S, Ellington L, Crouch BI, Caravati EM. Requirements analysis for HL7 message development in poison control center. Stud Health Technol Inform. 2009;146:758-9. Published, 06/01/2009.
- Latimer S, Ellington L, Maxwell A, Poynton M, Caravati EM, Crouch BI, Bennett H. (2009). Identifying routine surge for poison control telephone response systems. Stud Health Technol Inform. 2009;146:811. Published, 06/01/2009.
- Hall, E.S., Poynton, M.R., Narus, S.P., Jones, S.S., Evans, R.S., Varner, M.W., & Thornton, S.N. (2009). Patient level analysis of outcomes using structured labor and delivery data. Journal of Biomedical Informatics, 42(4), 702-9. Published, 03/01/2009.
- Hall, E.S., Poynton, M.R., Narus, S.P., Jones, S.S., Evans, R.S., Varner, M.W., & Thornton, S.N. (2009). Patient level analysis of outcomes using structured labor and delivery data. Journal of Biomedical Informatics, 42(4), 702-9. Published, 01/2009.
- Ellington, L, Kennedy Sheldon, L, Matwin, S, Smith, JA, Poynton, M, Crouch, BI, & Caravati, EM (2009). An Examination of Adherence Strategies and Challenges in Poison Control Communication. Journal of Emergency Nursing, 35(3), 186-90. Published, 01/2009.
- Bennett, H.K.W., Poynton, M.R., Ellington, L., Jasti S., Crouch, B.I., Caravati, E.M. (2008). Perceived severity of clinical effects from toxic exposures reported to a poison control center (abstract). (2008). Clinical Toxicology, 46, 638. Published, 01/2008.
- Hall, E.S., Poynton, M.R., & Thornton, S. (2008). Modeling the distribution of nursing effort using structured labor and delivery documentation. Journal of Biomedical Informatics, 41(6), 1001-8. Published, 01/2008.
- Walton N, Poynton MR, Maloney C, Gesteland PH. Forecasting hospital census at a tertiary care children's hospital. AMIA Annu Symp Proc. 2007 Oct 11:1147. Published, 10/11/2007.
- Olola, C. H., Evans, R., Rowan, B., Narus, S., Nebeker, J. & Poynton, M. (2007). Enhancing continuity of care through an emergency medical card at Intermountain Healthcare: Using Continuity of Care Record (CCR) standard. (pp. 1060). Proceedings of AMIA 2007 Biomedical and Health Informatics: From Foundations to Applications to Policy. Published, 10/11/2007.