Risk factors for new-onset atrial fibrillation during critical illness: A Delphi study

JP Bedford, T Garside, JL Darbyshire… - Journal of the …, 2022 - journals.sagepub.com
Background New-onset atrial fibrillation (NOAF) is common during critical illness and is
associated with poor outcomes. Many risk factors for NOAF during critical illness have been …

Guiding efficient, effective, and patient-oriented electrolyte replacement in critical care: an artificial intelligence reinforcement learning approach

N Prasad, A Mandyam, C Chivers, M Draugelis… - Journal of Personalized …, 2022 - mdpi.com
Both provider-and protocol-driven electrolyte replacement have been linked to the over-
prescription of ubiquitous electrolytes. Here, we describe the development and retrospective …

The impact of delayed symptomatic treatment implementation in the intensive care unit

L Meng, K Laudanski, M Restrepo, A Huffenberger… - Healthcare, 2021 - mdpi.com
We estimated the harm related to medication delivery delays across 12,474 medication
administration instances in an intensive care unit using retrospective data in a large urban …

Practice Patterns and Outcomes of Potassium Repletion Thresholds during Critical Illness

NA Bosch, EA Vail, AC Law… - Annals of the …, 2024 - atsjournals.org
Rationale: Potassium repletion is common in critically ill patients. However, practice patterns
and outcomes related to different intensive care unit (ICU) potassium repletion strategies are …

Methods for reinforcement learning in clinical decision support

N Prasad - 2020 - search.proquest.com
The administration of routine interventions, from breathing support to pain management,
constitutes a major part of inpatient care. Thoughtful treatment is crucial to improving patient …

Determining QTc in acute care settings: What we (don't) know

Z Holmes, D Orvin, J Carr - American Journal of Health-System …, 2024 - academic.oup.com
Disclaimer In an effort to expedite the publication of articles, AJHP is posting manuscripts
online as soon as possible after acceptance. Accepted manuscripts have been peer …

Examination of Electrolyte Replacements in the ICU Utilizing MIMIC-III Dataset Demonstrates Redundant Replacement Patterns

M Ghannam, P Malihi, K Laudanski - Healthcare, 2021 - mdpi.com
Electrolyte repletion in the ICU is one of the most ubiquitous tasks in critical care, involving
significant resources while having an unclear risk/benefit ratio. Prior data indicate most …

The impact of iv electrolyte replacement on the fluid balance of critically ill surgical patients

AS Wang, NK Dhillon, NT Linaval… - The American …, 2019 - journals.sagepub.com
Avoiding excess fluid administration is necessary when managing critically ill surgical
patients. The aim of this study was to delineate the current practices of IVelectrolyte (IVE) …

[PDF][PDF] Effect of applying nurses driven electrolyte repletion protocol on electrolyte disturbances control among critically ill patients

ME Abdelgawad, NT Ahmed… - Journal of Nursing …, 2020 - researchgate.net
Background and objective: Electrolyte disturbances remain a common lifesaving issue in the
intensive care units. They are associated with increased morbidity and mortality. They are …