Machine Learning Predicts Shear Capacity of Perfobond Rib Connectors in Concrete
Researchers evaluated machine learning models to predict the ultimate shear capacity of perfobond rib connectors, finding that XGBoost delivered the ...
Tag: SHAP analysis
Biomarker Pair Predicts Three-Year Coronary Artery Disease Risk in Hospitalized Patients
Elevated baseline levels of adenosine deaminase and total bile acids independently predict three-year incident coronary artery disease risk in hospitalized ...
CatBoost Model Leads Machine Learning Forecasts of Seasonal Water Demand in Iran
A comparative study in Isfahan Province demonstrates that CatBoost delivers superior predictive accuracy for seasonal water consumption by integrating environmental ...
Metformin Linked to Lower Acute Kidney Injury Risk in Intensive Care Patients
A dual-cohort machine learning study found that preadmission metformin use was associated with significantly reduced odds of acute kidney injury ...
Machine Learning Model Predicts Pediatric Late Recurrent Intussusception Across Two Centers
A retrospective two-center study demonstrates that a LightGBM machine learning model accurately predicts late recurrent intussusception in children following successful ...
Femoral Head Radiographs and Machine Learning Accurately Estimate Sex in Egyptian Adults
A radiological study of 306 Egyptian adults demonstrated that machine learning algorithms, led by decision trees using femoral head diameter, ...
Random Forest Model Improves Mortality Prediction in Left Main Coronary Interventions
A machine-learning random forest model demonstrated superior discrimination over traditional scoring tools for predicting in-hospital mortality following percutaneous coronary intervention ...
Systematic Review Exposes Major Practical Hurdles in AI-Driven Groundwater Mapping
A comprehensive systematic review of more than 230 studies reveals that while artificial intelligence enhances groundwater mapping accuracy, real-world adoption ...
Machine Learning Models Fail to Outperform Benchmark in Predicting Arterial Stiffness Changes
An exploratory prospective study found that machine learning and penalized regression models predicting five-year arterial stiffness changes failed to outperform ...
Machine Learning Model Predicts Cardiovascular Disease Risk in Adult Cancer Survivors
Researchers developed and internally validated an interpretable machine learning model predicting incident cardiovascular disease among adult cancer survivors following systemic ...
-
Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
-
University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
-
Bee body mass, pathogens and local climate influence heat tolerance
-
Researchers record first-ever images and data of a shark experiencing a boat strike
-
Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
Embark on a thrilling journey of discovery with Scienmag.com—your ultimate source for cutting-edge breakthroughs. Immerse yourself in a world where curiosity knows no limits and tomorrow’s possibilities become today’s reality!