Japanese Cross-Sectional Study Links Nocturia With Higher Sleep Dissatisfaction
A cross-sectional survey of 2,148 residents in Tsukuba City, Japan, found that each additional nocturnal void was independently associated with ...
Tag: XGBoost
Machine Learning Prioritizes Pancreatic Noncoding Variants Affecting HNF4A Binding Motifs
Researchers developed an interpretable XGBoost-SHAP framework to prioritize noncoding variants and identify nonlinear regulatory interactions affecting HNF4A binding in pancreatic ...
Machine Learning Predicts Nuclear Reactor Containment Seismic Demands With Explainable Models
Researchers have developed an explainable multi-target machine learning framework to accurately predict critical seismic demands on nuclear reactor containment buildings ...
Machine learning model predicts kidney injury in children with sepsis
An explainable XGBoost model using eight routine clinical parameters predicted sepsis-associated acute kidney injury in 3,437 children across five Chinese ...
Study Evaluates Annual Temperature Metrics and Physical Health Across 22 Countries
A study across 22 countries found small pooled differences in self-rated physical health associated with annual temperature metrics alongside variations ...
Machine Learning Model Predicts Rockburst Intensity in Deep Underground Engineering
An interpretable machine learning framework combining Schrödinger optimization and SHAP analysis improved four-class rockburst intensity prediction and passed preliminary validation ...
Selecting Training Data via SHAP Scores Boosts Classification Accuracy in Clinical Models
A data-centric framework that prioritizes clinical training observations using aggregated feature-level SHAP values improved classification performance across multiple benchmark datasets ...
Deep Learning Pipeline Evaluates Weed Competition Pressure and Crop Risk from Field Images
Researchers have developed an image-driven deep learning framework that couples plant classification and segmentation with proxy indicators to quantify weed ...
Green finance shows the most consistent link to renewable energy across Europe and Africa
A new panel study of 50 European and African countries finds green finance is the most consistent financial correlate of ...
Spatial immune maps link B cells and T cell neighborhoods to colorectal cancer outcomes
Colorectal cancer prognosis has long been judged mainly by tumor stage and spread, but the immune cells living inside and ...
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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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