Critical Care

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

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Subcategories: Sepsis
Showing 463-483 of 5,076 articles
Derivation and validation of a clinical prediction score for ICU utilization at trauma intake.

BACKGROUND: Delayed admission to the intensive care unit (ICU) after trauma can lead to tripling of ...

Jan 2026 41619395
Intensive Care Unit Quality Metrics: Leveraging Advancing Analytics for Meaningful Improvement.

Critical care quality metrics are evolving from simple mortality tracking toward patient-centered, r...

Jan 2026 41825986
Evaluating the efficacy of large language models in predicting intensive care unit admission needs.

BACKGROUND: Timely identification and transfer of critically ill patients to intensive care units (I...

Jan 2026 41579506
Lung scintigraphy for the diagnosis of acute pulmonary embolism.

Pulmonary embolism (PE) remains a major diagnostic challenge due to its potentially life-threatening...

Jan 2026 41569141
A machine learning-based prediction model for poor prognosis in sepsis using lymphocyte count: a national, multicenter prospective cohort.

Sepsis-induced immunosuppression leads to poor prognosis. Circulating lymphocyte count (LC), as an e...

Jan 2026 41571726
Assessing in-hospital mortality risk in ICU lung cancer patients using machine learning: An analysis based on the MIMIC-IV database.

BACKGROUND: Patients with advanced lung cancer admitted to the intensive care unit (ICU) face a subs...

Jan 2026 41569981
Integrative analysis identifies lactylation-related biomarkers in sepsis via bioinformatics and machine learning.

BACKGROUND: Protein lactylation is a novel post-translational modification driven by lactate and has...

Jan 2026 41570698
The Contribution of the Locus Ceruleus-Norepinephrine System to the Coupling between Pupil-Linked Arousal and Cortical State.

Understanding how pupil-linked arousal couples with cortical state is crucial for uncovering the neu...

Jan 2026 41330637
Machine learning-driven prediction model for successful weaning of patients from mechanical ventilation in ICU.

BACKGROUND: Mechanical ventilation is a critical life support technology in the intensive care unit....

Jan 2026 41563527
Dual Ontology-enhanced Clinical Decision Learning for First-admission Mortality Prediction.

Time-series based deep learning methods have significantly improved performance of predictive health...

Jan 2026 41564069
Multidisciplinary artificial intelligence systems versus single-model approaches for the diagnosis and management of ileus and volvulus.

BACKGROUND AND AIMS: The accurate and timely diagnosis of ileus versus volvulus is essential in emer...

Jan 2026 41566242
Lifespan Pancreas Morphology for Control Versus Type 2 Diabetes Using AI on Largescale Clinical Imaging.

Understanding how pancreas size and shape change with normal aging is critical for establishing a ba...

Jan 2026 41556492
Goals of Care Transitions following Postoperative Undertriage.

BACKGROUND: This study tests the hypothesis that postoperative undertriage of high-acuity patients t...

Jan 2026 41556534
Subphenotype Identification for Sepsis-Associated Acute Kidney Injury Using Graph Bidirectional Mamba Networks.

Sepsis-associated acute kidney injury (SA-AKI) is a heterogeneous clinical syndrome and a leading ca...

Jan 2026 41557579
Unbiased clustering of acute-on-chronic liver failure patients using machine learning in a real-world ICU cohort.

Acute-on-chronic liver failure is a complex condition with varied definitions, complicating risk str...

Jan 2026 41559048
An artificial intelligence-powered learning health system to improve sepsis detection and quality of care: a before-and-after study.

Sepsis is a major global health crisis where early recognition and effective management remain signi...

Jan 2026 41559206
Time-Series Machine Learning for Prediction of Bronchopulmonary Dysplasia.

OBJECTIVE: To build a time-series machine learning (ML) model that improves bronchopulmonary dysplas...

Jan 2026 41565004
Quality and Reliability of AI Information on Dental Implant Failure: A Comparative Multi-Model Analysis.

OBJECTIVE: This study aimed to develop a consensus-based set of patient questions on dental implant ...

Jan 2026 41553071
Deep visual detection system for oral squamous cell carcinoma.

BACKGROUND: Oral Squamous Cell Carcinoma (OSCC) is a widespread and aggressive malignancy where earl...

Jan 2026 41554886
Artificial intelligence for early diagnosis in emergency department.

In recent years, artificial intelligence (AI) has become an increasingly prominent player in emergen...

Jan 2026 41555414
Fuzzy classification of sepsis subtypes and implications for trajectory and treatment.

BACKGROUND: Sepsis is common and deadly, and subtypes are proposed to guide precision treatment. How...

Jan 2026 41558249
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