Low serum magnesium linked to early sepsis-related kidney injury risk
A retrospective machine learning study of 19,805 ICU patients with sepsis found that lower early serum magnesium levels were consistently ...
Tag: machine learning in critical care
AI Model Predicts 28-Day Death Risk for Critically Ill Colorectal Cancer Patients
A LightGBM-based machine learning model predicts 28-day mortality in critically ill colorectal cancer patients, achieving strong internal performance while exposing ...
AI Models Predict When Sepsis Liver Injury Patients Will Die
Interpretable machine learning models predict 7-, 14-, and 28-day mortality in sepsis-associated liver injury, outperforming modified SOFA and MELD-Na in ...
AI Reads Brain Scans and ICU Scores to Spot a Deadly Sepsis Complication
Researchers in Wuhan combined automated whole-brain MRI segmentation with APACHE II and SOFA scores in an XGBoost machine learning model ...
AI Reads Clinical Notes to Predict Recovery After Cardiac Arrest
A natural language processing model trained on clinical notes predicts neurologic outcome in comatose cardiac arrest survivors while exposing hidden ...
Development of a machine-learning risk stratification tool for vasoactive medication need after two-bolus fluid resuscitation in pediatric suspected sepsis
Sepsis remains one of the leading causes of death and disability in children worldwide, and the earliest hours of treatment ...
AdaG-Net: A Multimodal Model for Mortality Prediction in Acute Respiratory Distress Syndrome
Acute respiratory distress syndrome, or ARDS, can transform a respiratory infection, trauma, or systemic illness into a rapidly evolving medical ...
Machine Learning Identifies Mortality Risks in Critical Illness
In the realm of modern medicine, the ability to predict patient outcomes, particularly in critical care settings, has become a ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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