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 …
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 …
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 …
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 …
subphenotypes is essential. Objectives: To identify novel subphenotypes in hospitalized …
Internal and external validation of a machine learning risk score for acute kidney injury
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 …
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 …
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
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 …
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 …
Objectives: To characterize the rapid response team activations, and the patients receiving
them, in the American Heart Association-sponsored Get With The Guidelines Resuscitation …
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 …
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 …
hospital stay, increased cost of care, and increased risk for death. There is no specific …