Critical Care

Latest AI and machine learning research in critical care for healthcare professionals.

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Subcategories: Sepsis
Showing 232-252 of 5,053 articles
High Resolution Isotropic 'Pseudo' 3D Cine imaging with Automated Segmentation using Concatenated 2D Real-time Imaging and Deep Learning.

BACKGROUND: Conventional cardiovascular magnetic resonance (CMR) in pediatric and congenital heart d...

(1)
Jul 2026 42520944
Video-based artificial intelligence for automated neonatal respiratory monitoring.

UNLABELLED: Neonatal respiratory monitoring is essential for the early detection of clinical alterat...

(5)
Jul 2026 42509514
Artificial Intelligence-Assisted Triage in Emergency Departments: A Scoping Review of Clinical Applications, Outcomes, and Implementation Challenges.

OBJECTIVE: Emergency department (ED) triage determines patient prioritization, early risk recognitio...

(3)
Jul 2026 42509625
[Advances in multi-source medical data-driven identification and spatiotemporal cluster analysis of acute respiratory infections].

Acute respiratory infections (ARIs) are characterized by high morbidity, strong transmissibility, an...

(5)
Jul 2026 42504575
Explainable deep learning for early sepsis detection from ICU time-series data using XAI techniques.

Sepsis is one of the most deadly illnesses with a high risk of mortality. Consequently, identifying ...

(4)
Jul 2026 42509366
An Adaptive Spatiotemporal Graph Transformer for Multi-Site PM2.5 Multi-Step Forecasting with Non-stationary and Sparse-Aware Method.

Fine particulate matter (PM2.5) concentration is a critical indicator of air quality and is closely ...

(1)
Jul 2026 42501626
Longitudinal Changes in Acid-Base Parameters From Dialysis Initiation to Death in Maintenance Hemodialysis Patients.

INTRODUCTION: Blood gas analysis is routinely performed in hemodialysis patients to monitor acid-bas...

(2)
Jul 2026 42496588
An Interpretable Machine Learning Model for Continuous Prediction of Acute Kidney Injury in Critically Ill Patients With Atrial Fibrillation.

The occurrence of acute kidney injury (AKI) in hospitalized patients with atrial fibrillation (AF) s...

(1)
Jul 2026 42497050
Early Identification of Recovery Potential After Acute Brain Injury Using Functional Near-Infrared Spectroscopy.

BACKGROUND: Accurate early prognostication in patients with acute brain injury remains a major chall...

(3)
Jul 2026 42498895
Continuous imputation of blood gas and metabolic panel laboratory values in the intensive care unit using machine learning.

We developed machine learning (ML) models to perform continuous hourly prediction of arterial blood ...

(3)
Jul 2026 42489787
Adjustment set selection for estimating optimal treatment rules under confounding.

There is an increasing call for individualized treatment rules, which leverage individual patient ch...

(1)
Jul 2026 42490295
From Lab to Fab: Path Forward for Multi-Scale Design of Industrial Anion Exchange Membrane Electrolyzers.

Anion exchange membrane water electrolysis (AEMWE) has emerged as a pivotal pathway bridging laborat...

(1)
Jul 2026 42485212
A multi-outcome prognostic score for therapeutic responses in multiple sclerosis.

Multiple sclerosis (MS) is marked by heterogeneous disease activity, progression, and therapeutic re...

(1)
Jul 2026 42481360
Post COVID-19 condition diagnosis among older people: findings from Swedish national register data.

INTRODUCTION: Post COVID-19 condition (PCC) denotes the persistence of symptoms following Severe Acu...

(1)
Jul 2026 42479649
Multi-Scale Fuzzy Fusion-Based Heterogeneous Granular-Ball Flexible Representation Learning for Multi-View Feature Selection.

Representation learning serves as a critical bridge between human cognition and the data world, cons...

(2)
Jul 2026 42475192
A Dataset and Benchmarks for Atrial Fibrillation Detection from Electrocardiograms of Intensive Care Unit Patients.

OBJECTIVE: Atrial fibrillation (AF) is the most common cardiac arrhythmia experienced by intensive c...

(1)
Jul 2026 42475214
A novel fever prevalence indicator for early warning of acute respiratory infections using wastewater-based epidemiology and machine learning.

The rapid spread of acute respiratory infections (ARIs) poses a major challenge to global public hea...

(2)
Jul 2026 42476399
Deep learning for multimodal physiological signal based assessment of sleep disordered breathing.

Sleep disordered breathing (SDB) is commonly assessed using polysomnography (PSG), which records mul...

(1)
Jul 2026 42477001
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