Hospital-Based Medicine

Intensivists

Latest AI and machine learning research in intensivists for healthcare professionals.

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Showing 232-252 of 4,771 articles
Deep learning approach for probabilistic pulmonary function estimation from chest X-ray and peak expiratory flow rate.

BACKGROUND: Spirometry remains the gold standard for assessing pulmonary function. Deep learning mod...

(1)
Jun 2026 42265327
Artificial intelligence in pediatric intensive care units: current applications in sepsis management.

BACKGROUND: Early detection of sepsis in pediatric intensive care units (PICUs) is critical, but cha...

Jun 2026 42265523
HeLP-BAG score: a novel data-driven scoring system for predicting post-operative 30-day mortality using 24-hour preoperative data.

BACKGROUND: Accurate preoperative risk stratification remains challenging, as existing scoring syste...

Jun 2026 42260375
Intelligent Multimodal Sensors Based on Two-Dimensional Materials: Fabrication, Decoupling, and Applications.

Two-dimensional (2D) materials, with their multi-stimulus responsiveness and excellent electrical/me...

Jun 2026 42261235
A Multifunctional Eutectogel for Wide-Temperature and Intelligent Speech Recognition.

The practical application of flexible sensors is often constrained by limited mechanical properties ...

Jun 2026 42261606
Acute brain dysfunction clusters in COVID-19: a pilot machine learning-based analysis of the COVID-D cohort.

PURPOSE: While acute brain dysfunction (ABD, i.e., delirium and coma) is associated with significant...

(1)
Jun 2026 42257978
Machine learning-based prediction of 30-day mortality in critically ill patients with rheumatoid arthritis.

BACKGROUND: Rheumatoid arthritis patients in the ICU face a high risk of mortality. While traditiona...

Jun 2026 42258070
An interpretable machine-learning model for post-admission reassessment of bloodstream infection risk in ICU patients with pneumonia.

The aim of this study is to develop and validate a machine learning-based predictive model to assess...

Jun 2026 42251092
Early prediction of sepsis in the ICU: a comparative analysis of multiple machine-learning algorithms using the MIMIC-III database.

Sepsis is a high-burden, highly heterogeneous clinical challenge that affects up to 30% of ICU patie...

Jun 2026 42249360
Predicting ICU in-hospital mortality from text-encoded structured EHR data using adaptive transformer layer fusion.

Early identification of ICU patients at high mortality risk is essential for triage and timely inter...

Jun 2026 42305595
Neural Response to Familiar Names Predicts Outcome of Comatose ICU Patients: A Prospective Observational Cohort Study.

Predicting the outcome of comatose patients in the intensive care unit (ICU) can inform decision mak...

Jun 2026 42236468
Accurate prediction of mortality in children with sepsis: development and validation of an explainable model based on real-world data.

BACKGROUND: Sepsis remains the leading cause of in-hospital deaths among children, and there is curr...

(1)
Jun 2026 42237326
Operational Integration and Temporal Validation of a Continuously Deployed ICU Prediction Model.

OBJECTIVES: To operationalize and temporally validate an electronic medical record (EMR)-integrated ...

Jun 2026 42233727
Plasticizer-responsive molecular axes in heart failure: a subtype-aware toxicogenomic framework relevant to environmental health.

Environmental exposure to synthetic chemicals has been associated with cardiovascular risk, yet mech...

Jun 2026 42235321
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