Matthew G. Johnson

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Using machine learning to improve the accuracy of patient deterioration predictions: Mayo Clinic Early Warning Score (MC-EWS)

James M. Naessens, Terry M. Therneau, Bruce W. Morlan, 2021, J. Am. Medical Informatics Assoc..

Automated detection of follow-up appointments using text mining of discharge records.

Matthew G. Johnson, Kari L. Ruud, Juliette T. Liesinger, 2010, International journal for quality in health care : journal of the International Society for Quality in Health Care.

Evaluating Automated Rules for Rapid Response System Alarm Triggers in Medical and Surgical Patients

James M. Naessens, Bruce W. Morlan, Joel Hickman, 2017, Journal of hospital medicine.

Service census caps and unit-based admissions: resident workload, conference attendance, duty hour compliance, and patient safety.

Furman S. McDonald, Matthew G. Johnson, Darcy A. Reed, 2012, Mayo Clinic proceedings.

The fifth vital sign? Nurse worry predicts inpatient deterioration within 24 hours

Matthew G. Johnson, J. Huddleston, S. Romero-Brufau, 2019, JAMIA open.

Key Stakeholder Perspectives of Community Engagement Efforts and the Impact of the Covid-19 Pandemic

Matthew G. Johnson, S. Phelan, Kristin E Clift, 2022, Journal of primary care & community health.

Intensive Intraoperative Insulin Therapy versus Conventional Glucose Management during Cardiac Surgery

Matthew G. Johnson, R. Rizza, Gunjan Y. Gandhi, 2007, Annals of Internal Medicine.

Economic implications of nighttime attending intensivist coverage in a medical intensive care unit*

Matthew G. Johnson, D. Meltzer, O. Gajic, 2011, Critical care medicine.

Measuring hospital adverse events: assessing inter-rater reliability and trigger performance of the Global Trigger Tool.

Matthew G. Johnson, J. Huddleston, J. Naessens, 2010, International journal for quality in health care : journal of the International Society for Quality in Health Care.

Central obesity: association with left ventricular dysfunction and mortality in the community.

Matthew G. Johnson, R. Rodeheffer, S. Jacobsen, 2008, American heart journal.

Association between value-based purchasing score and hospital characteristics

Daniel L. Roellinger, Matthew G. Johnson, B. Borah, 2012, BMC Health Services Research.

Effectiveness of a Quality Improvement Training Course

Matthew G. Johnson, Kari L. Ruud, Juliette T. Liesinger, 2012, American journal of medical quality : the official journal of the American College of Medical Quality.

Associations between attending physician workload, teaching effectiveness, and patient safety.

Matthew G. Johnson, T. Beckman, Darcy A. Reed, 2016, Journal of hospital medicine.

Association of heparin-dependent antibodies and adverse outcomes in hemodialysis patients: a population-based study.

Matthew G. Johnson, D. Grill, R. McBane, 2005, Mayo Clinic proceedings.

Creation of a Multispecialty Clinic for Patients with Central Sensitization–Based Chronic Pain Conditions

Christopher A. Aakre, Daniel L. Roellinger, Karen J. Reinschmidt, 2021, Mayo Clinic proceedings. Innovations, quality & outcomes.

Effect of hospital follow-up appointment on clinical event outcomes and mortality.

Furman S. McDonald, Matthew G. Johnson, F. McDonald, 2010, Archives of internal medicine.

Impact of a Program to Improve Venous Thromboembolism Prophylaxis on Incidence of Thromboembolism and Bleeding Rates in Hospitalized Patients During Implementation of Programs to Improve Venous Thromboembolism Prophylaxis

Matthew G. Johnson, T. Morgenthaler, J. Lovely, 2020, Mayo Clinic proceedings. Innovations, quality & outcomes.

Hybrid Immunity Provides Protective Advantage Over Vaccination or Prior Remote Coronavirus Disease 2019 Alone

Daniel L. Roellinger, Matthew G. Johnson, C. Scott, 2023, Open forum infectious diseases.

Analyses of the Complexity of Patients Undergoing Attended Polysomnography in the Era of Home Sleep Apnea Tests.

Daniel L. Roellinger, Matthew G. Johnson, T. Morgenthaler, 2018, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

Clinical implementation of a machine learning system to detect deteriorating patients reduces time to response and intervention

Matthew G. Johnson, C. Storlie, J. Huddleston, 2021, medRxiv.

Implementation of Bar-Code Medication Administration to Reduce Patient Harm

Kristine M. Thompson, Matthew G. Johnson, C. Storlie, 2018, Mayo Clinic proceedings. Innovations, quality & outcomes.

Evaluating implementation of a rapid response team: considering alternative outcome measures.

Matthew G. Johnson, S. Caples, J. Moriarty, 2014, International journal for quality in health care : journal of the International Society for Quality in Health Care.

Widely used track and trigger scores: are they ready for automation in practice?

Santiago Romero-Brufau, Joel Hickman, Jennifer L. Elmer, 2014, Resuscitation.

Economic implications of nighttime attending intensivist coverage in a medical intensive care unit*

Matthew G. Johnson, D. Meltzer, O. Gajic, 2011, Critical care medicine.