Nutritional Score Improves ICU Risk Prediction After Major Abdominal Tumor Surgery
A retrospective study of 1,195 surgical patients found that the geriatric nutritional risk index improved prediction of postoperative ICU admission, ...
Tag: clinical prediction
Penalized competing-risk model predicts dialysis transition in multicenter retrospective cohort
A penalized Fine–Gray model trained on 700 adults in a multicenter retrospective cohort moderately predicted peritoneal dialysis-to-hemodialysis transition while accounting ...
Single-center study tests MRI-based machine learning for artery-level revascularization prediction
A retrospective single-center study of 843 patients found that an XGBoost model combining clinical data, T2* mapping and rest myocardial ...
Retrospective machine learning models predict amputation risk in diabetic arterial disease
A retrospective multicenter study of 1,919 Chinese patients found that a 14-predictor gradient-boosting model achieved an AUC of 0.828 for ...
Application of machine learning to identify risk factors for bloodstream infections caused by different antimicrobial resistance phenotypes in chemotherapy patients
A retrospective multi-label machine-learning study of 1,435 bloodstream-infection episodes linked clinical, treatment and infection-history features to antimicrobial-resistance groups in chemotherapy ...
Machine learning predicts chronic hip surgery pain from preoperative recovery factors
A temporal validation study shows that nutrition, inflammation, anxiety, age, and CT-measured hip muscle characteristics can help predict chronic pain ...
Ventilator Data at 36 and 44 Weeks Can Predict Which Preterm Babies Need Tracheostomies
Researchers built validated statistical models showing that respiratory support data at 36 and 44 weeks post-menstrual age can accurately predict ...
New AI Risk Score Predicts Long-Term Disability After Stroke Using Routine Blood Tests
Researchers in China have developed an internally validated machine learning model that predicts long-term post-stroke disability from routine admission blood ...
Quantum Machine Learning Edge Emerges in Predicting ICU Mortality From Electronic Health Records
A hybrid quantum-classical model outperformed XGBoost and other classical baselines in predicting ICU mortality across nearly 39,000 MIMIC-IV admissions, though ...
AI Model Predicts Chemotherapy Response in Metastatic Colorectal Cancer, With Caveats
Turkish researchers tested fifteen machine learning models to predict chemotherapy response in metastatic colorectal cancer, finding that a tuned LightGBM ...
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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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