Critical Care

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

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Subcategories: Sepsis
Showing 211-231 of 5,053 articles
Age-specific climate sensitivity of respiratory hospitalizations in a tropical coastal city: 20-year Random Forest forecasts.

Respiratory diseases remain a major public health challenge in tropical coastal cities, where persis...

(1)
Aug 2026 42545404
Practical Optimization of Deep Learning Models for Cuffless Blood Pressure Estimation From Photoplethysmography.

To improve deep learning-based cuffless blood pressure (BP) estimation from photoplethysmograph...

(2)
Aug 2026 42546757
Validation of a deep learning-based system for sleep staging, arousal detection, and respiratory event scoring in atrial fibrillation patients.

PURPOSE: Obstructive sleep apnea is a common yet underdiagnosed sleep disorder in patients with atri...

(1)
Aug 2026 42547694
Subphenotypes of pneumonia defined by pulmonary histopathological features.

RATIONALE: Establishing subphenotypes of pneumonia based on host biology will be a step toward using...

(1)
Aug 2026 42089675
AI-quantified Myosteatosis at CAC CT for Prediction of Atrial Fibrillation and Heart Failure: The Multi-Ethnic Study of Atherosclerosis.

Purpose To evaluate whether the artificial intelligence (AI)-quantified mean thoracic skeletal muscl...

(4)
Aug 2026 42390348
A projection-domain deep learning approach for respiratory motion correction of myocardial perfusion imaging using a multi-pinhole solid-state SPECT.

BACKGROUND: Myocardial perfusion imagining (MPI) is a nuclear medicine technique used in the assessm...

(1)
Aug 2026 42482638
Predictive Modeling of the Need for Tracheostomy after Traumatic Cervical Spinal Cord Injury Using Machine Learning.

PURPOSE: Traumatic cervical spinal cord injury (TCSCI) frequently necessitates mechanical ventilatio...

(1)
Aug 2026 42494269
Estimation of pulmonary function from time-resolved dynamic chest radiography using machine learning in patients with respiratory disease.

BACKGROUND: Pulmonary function tests (PFTs), particularly spirometry, are the reference standard for...

(6)
Aug 2026 42507336
Recent advances in screening, diagnosis, prognosis and personalized treatment of sepsis.

Sepsis is a multi-system physiological syndrome defined as a dysregulated host response to infection...

(1)
Jul 2026 42531012
Smartphone-Based Detection of Abnormal Lung Sounds Using Domain-Adaptive Deep Learning.

Auscultation is a fundamental clinical practice for detecting respiratory abnormalities, but accurat...

(3)
Jul 2026 42531109
Conformal reliability assessment of PPG-based ICU arrhythmia classification under class imbalance and patient heterogeneity.

Deep learning models for photoplethysmography (PPG)-based arrhythmia detection in intensive care are...

(4)
Jul 2026 42532108
MSAFNet: A multi-scale attention fusion network for automated neonatal pain facial expression recognition with clinical validation.

Accurate, timely pain assessment in neonates remains a stubborn yet critical challenge in neonatal i...

Jul 2026 42533023
Adaptive ventilation based on cough detection and localization for airborne infection control in vehicles.

Cough-generated pathogen-laden aerosols can lead to airborne transmission of infectious diseases ins...

(3)
Jul 2026 42546642
Use of heart rate variability in prediction of clinical deterioration in critically ill hospitalised adults: a systematic review protocol.

INTRODUCTION: Heart rate variability (HRV) is a measurement derived from the beat-to-beat variation ...

(3)
Jul 2026 42526930
Robot-assisted gait training using a robotic exoskeleton during inpatient rehabilitation in acute Guillain-Barré Syndrome.

A woman in her early 60s with acute Guillain-Barré syndrome (GBS) developed rapidly progressive tetr...

(1)
Jul 2026 42527035
Interpretable AI-enabled decision support for drinking-straw substitution using per-use greenhouse-gas indicators and user-review evidence.

Plastic drinking straws are a visible single-use plastic product, yet selecting suitable substitutes...

(1)
Jul 2026 42527423
A Large Language Model-Driven System for Advance Care Planning Training Among Health Care Providers in the Chinese Context: Development and Technical Evaluation.

BACKGROUND: With the expanding need for advance care planning (ACP), innovative educational strategi...

(3)
Jul 2026 42520136
Machine Learning for Predicting Critical Postoperative Interventions: Proof-of-Concept Study Using the INSPIRE Dataset.

BACKGROUND: Postoperative complications contribute significantly to patient morbidity and mortality....

(2)
Jul 2026 42520287
Screening of potential targets of (2S)-2'-methoxykurarinone against sepsis and in vivo verification in zebrafish model.

OBJECTIVE: To screen the potential core targets of (2S)-2'-Methoxykurarinone, a dimethyldihydroflavo...

(1)
Jul 2026 42520680
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