The development of a machine learning inpatient acute kidney injury prediction model

JL Koyner, KA Carey, DP Edelson… - Critical care …, 2018 - journals.lww.com
Objectives: To develop an acute kidney injury risk prediction model using electronic health
record data for longitudinal use in hospitalized patients. Design: Observational cohort study …

Comparison of early warning scoring systems for hospitalized patients with and without infection at risk for in-hospital mortality and transfer to the intensive care unit

VX Liu, Y Lu, KA Carey, ER Gilbert, M Afshar… - JAMA network …, 2020 - jamanetwork.com
Importance Risk scores used in early warning systems exist for general inpatients and
patients with suspected infection outside the intensive care unit (ICU), but their relative …

Predicting intensive care unit readmission with machine learning using electronic health record data

JC Rojas, KA Carey, DP Edelson… - Annals of the …, 2018 - atsjournals.org
Rationale: Patients transferred from the intensive care unit to the wards who are later
readmitted to the intensive care unit have increased length of stay, healthcare expenditure …

Identifying novel sepsis subphenotypes using temperature trajectories

SV Bhavani, KA Carey, ER Gilbert, M Afshar… - American journal of …, 2019 - atsjournals.org
Rationale: Sepsis is a heterogeneous syndrome, and identifying clinically relevant
subphenotypes is essential. Objectives: To identify novel subphenotypes in hospitalized …

Internal and external validation of a machine learning risk score for acute kidney injury

MM Churpek, KA Carey, DP Edelson, T Singh… - JAMA network …, 2020 - jamanetwork.com
Importance Acute kidney injury (AKI) is associated with increased morbidity and mortality in
hospitalized patients. Current methods to identify patients at high risk of AKI are limited, and …

Temperature trajectory subphenotypes correlate with immune responses in patients with sepsis

SV Bhavani, KS Wolfe, CL Hrusch… - Critical care …, 2020 - journals.lww.com
Objectives: We recently found that distinct body temperature trajectories of infected patients
correlated with survival. Understanding the relationship between the temperature …

Effectiveness of virtual vs in-person inhaler education for hospitalized patients with obstructive lung disease: a randomized clinical trial

VG Press, VM Arora, CA Kelly, KA Carey… - JAMA network …, 2020 - jamanetwork.com
Importance Many patients who are hospitalized cannot use inhalers correctly, yet education
for their use is often not provided. To address the need for an effective intervention feasible …

Characteristics of rapid response calls in the United States: an analysis of the first 402,023 adult cases from the get with the guidelines resuscitation-medical …

PG Lyons, DP Edelson, KA Carey, NM Twu… - Critical care …, 2019 - journals.lww.com
Objectives: To characterize the rapid response team activations, and the patients receiving
them, in the American Heart Association-sponsored Get With The Guidelines Resuscitation …

Identifying high-risk subphenotypes and associated harms from delayed antibiotic orders and delivery

X Han, A Spicer, KA Carey, ER Gilbert… - Critical care …, 2021 - journals.lww.com
OBJECTIVES: Early antibiotic administration is a central component of sepsis guidelines,
and delays may increase mortality. However, prior studies have examined the delay to first …

Variation in best practice measures in patients with severe hospital-acquired acute kidney injury: a multicenter study

DG Moledina, O Belliveau, Y Yamamoto, T Arora… - American Journal of …, 2021 - ajkd.org
Acute kidney injury (AKI) is common in hospitalized patients 1 and associated with longer
hospital stay, increased cost of care, and increased risk for death. There is no specific …