Long-term outcomes in ICU patients with delirium: a population-based cohort study

KM Fiest, A Soo, C Hee Lee, DJ Niven… - American Journal of …, 2021 - atsjournals.org
Rationale: Delirium is common in the ICU and portends worse ICU and hospital outcomes.
The effect of delirium in the ICU on post–hospital discharge mortality and health resource …

The early change of SOFA score as a prognostic marker of 28-day sepsis mortality: analysis through a derivation and a validation cohort

E Karakike, E Kyriazopoulou, I Tsangaris, C Routsi… - Critical care, 2019 - Springer
Abstract Background Since the Sepsis-3 criteria, change in Sequential Organ Failure
Assessment (SOFA) score has become a key component of sepsis identification. Thus, it …

The therapeutic efficacy of adjunct therapeutic plasma exchange for septic shock with multiple organ failure: a single-center experience

PD Keith, AH Wells, J Hodges, SH Fast, A Adams… - Critical care, 2020 - Springer
Background Sepsis remains a common condition with high mortality when multiple organ
failure develops. The evidence for therapeutic plasma exchange (TPE) in this setting is …

Causal imitation learning under temporally correlated noise

G Swamy, S Choudhury, D Bagnell… - … on Machine Learning, 2022 - proceedings.mlr.press
We develop algorithms for imitation learning from policy data that was corrupted by
temporally correlated noise in expert actions. When noise affects multiple timesteps of …

Invariant causal imitation learning for generalizable policies

I Bica, D Jarrett… - Advances in Neural …, 2021 - proceedings.neurips.cc
Consider learning an imitation policy on the basis of demonstrated behavior from multiple
environments, with an eye towards deployment in an unseen environment. Since the …

Impacts of antipsychotic medication prescribing practices in critically ill adult patients on health resource utilization and new psychoactive medication prescriptions

N Jaworska, A Soo, HT Stelfox, LD Burry, KM Fiest - PLoS One, 2023 - journals.plos.org
Background Antipsychotic medications are commonly prescribed to critically ill adult patients
and initiation of new antipsychotic prescriptions in the intensive care unit (ICU) increases the …

Sedation strategy and ICU delirium: a multicentre, population-based propensity score-matched cohort study

C Casault, A Soo, CH Lee, P Couillard, D Niven… - BMJ open, 2021 - bmjopen.bmj.com
Objectives We examined the relationship between dominant sedation strategy, risk of
delirium and patient-centred outcomes in adults admitted to intensive care units (ICUs) …

Predicting mortality using machine learning algorithms in patients who require renal replacement therapy in the critical care unit

HH Chang, JH Chiang, CS Wang, PF Chiu… - Journal of Clinical …, 2022 - mdpi.com
Background: General severity of illness scores are not well calibrated to predict mortality
among patients receiving renal replacement therapy (RRT) for acute kidney injury (AKI). We …

Does Ileus Represent the Forgotten End Organ Failure in Critical Illness?

CM Lawson, C Jones, M Herman, C Kim… - Current …, 2024 - Springer
Abstract Purpose of Review This review evaluates the current literature on ileus, impaired
gastrointestinal transit (IGT), and acute gastrointestinal injury (AGI) and its impact on multiple …

Preintubation sequential organ failure assessment score for predicting COVID-19 mortality: external validation using electronic health record from 86 US healthcare …

MB Keller, J Wang, M Nason, S Warner… - Critical care …, 2022 - journals.lww.com
OBJECTIVES: Prior research has hypothesized the Sequential Organ Failure Assessment
(SOFA) score to be a poor predictor of mortality in mechanically ventilated patients with …