Critical Care

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

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Showing 85-105 of 5,053 articles
Artificial Intelligence-Driven Norepinephrine Control Using Adaptive Cardiac Digital Twin for Critical Care Patients.

BACKGROUND: Infusion pumps are used in critical care settings to deliver medicines such as norepinep...

(2)
Sep 2026 42753805
MEDAL: Sequential adapter learning for privacy-preserving multicenter clinical language models.

BACKGROUND: Scalable reasoning over clinical notes is a major goal in medical artificial intelligenc...

(1)
Sep 2026 42753937
Topographic Modulation of High-Temperature Ozone Suppression: Core-Periphery Threshold Structure in the Sichuan Basin.

The response of tropospheric ozone (O3) to warming is commonly interpreted through the "climate pena...

(4)
Sep 2026 42754200
Robustness of deep learning-based denoising 4DCBCT methods.

4D cone-beam computed tomography (4DCBCT) is a technique used to address respiratory motion in radio...

(1)
Sep 2026 42748962
Clinical implementation and evaluation of an artificial intelligence-driven one-click automatic planning system for functional lung avoidance radiotherapy.

PURPOSE: To advance the clinical application of an artificial intelligence-driven automatic planning...

(1)
Sep 2026 42749217
Air pollution and chronic respiratory diseases: a narrative review including a case study in Campania (Italy).

Air pollution is a major public health risk, contributing significantly to the global burden of chro...

(1)
Sep 2026 42750629
Sexual dysfunction in peritoneal dialysis: associated factors and exploratory machine-learning classification.

BACKGROUND: Sexual dysfunction (SD) is a common yet under-recognized complication in patients receiv...

(1)
Sep 2026 42742858
Prediction Model for Intensive Care Unit Mortality in Patients with Spine Fracture: Can Machine Learning be Used to Improve Current Standards?

BACKGROUND: The APACHE-IV is the gold standard for ICU mortality prediction across a multitude of pa...

(5)
Sep 2026 42736528
Machine Learning-Based Prediction of Culture-Confirmed Neonatal Sepsis in a Tertiary Neonatal Intensive Care Unit: Retrospective Cohort Study.

BACKGROUND: Neonatal sepsis remains a major cause of neonatal morbidity and mortality in low- and mi...

(1)
Sep 2026 42735002
Automated CT-derived visceral-to-subcutaneous fat ratio as a prognostic imaging biomarker for mortality in sepsis.

OBJECTIVE: To evaluate the prognostic value of automated CT-derived visceral-to-subcutaneous fat rat...

(3)
Sep 2026 42736406
A two-stage deep learning pipeline for automated detection and localization of endotracheal tubes on pediatric chest radiographs: a pilot study.

BACKGROUND: Endotracheal tubes (ETTs) are critical life-support devices for mechanically ventilated ...

(1)
Sep 2026 42726228
Machine Learning in Traumatic Brain Injury: Dynamic Prediction from Continuous Physiological Monitoring and ICU Data.

BACKGROUND: Continuous physiological monitoring in neurocritical care generates large volumes of hig...

(3)
Sep 2026 42717728
Factors Associated with 6-Minute Walk Distance Improvement During Outpatient Pulmonary Rehabilitation After Lung Transplantation.

RATIONALE: Pulmonary rehabilitation (PR) is recommended after lung transplantation to optimize recov...

(3)
Sep 2026 42720587
A Dual-Stream Deep Learning Framework for Multi-Label Classification of Dental Conditions in Panoramic Radiographs With Explainable AI Integration.

BACKGROUND: Panoramic radiographs are routinely used in dental practise for diagnosis, treatment pla...

(1)
Sep 2026 42721684
Explainable machine learning for early prediction of hospital admission in pediatric emergency care: Implications for nursing triage and clinical decision-making.

BACKGROUND: Early identification of children requiring hospital admission is essential for safe pedi...

(1)
Sep 2026 42721880
Risk Model for Adult Congenital Cardiac Reoperations: Analysis of the Society of Thoracic Surgeons Adult Cardiac Surgery Database (STS-ACSD).

BACKGROUND: Accurate risk prediction is essential for informed clinician-patient decision making in ...

(1)
Sep 2026 42722265
Associations between reduction of hypotension and treatment intensity in hypotension prediction index studies.

BACKGROUND: The Hypotension Prediction Index (HPI) is developed for proactive prevention of hypotens...

(1)
Sep 2026 42713963
Gut Microbiota and Aldosterone Regulate Natriuretic Peptide B Expression to Drive Mitophagy and Metabolic Reprogramming in Sepsis-Like Model of Myocardial Injury.

BACKGROUND: Myocardial injury is a major contributor to mortality in sepsis, yet the mechanisms unde...

(2)
Sep 2026 42714425
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