Machine Learning Models Flag Which Preterm Babies Will Need ROP Treatment
A two-step machine learning framework trained on more than 23,000 clinical records from Indian newborn units identified 84.9 percent of ...
Tag: predictive modeling
Fuzzy Rules and Genetic Algorithms Team Up to Build a Digital Twin for Multiple Sclerosis
Researchers have developed a Michigan-style genetic fuzzy system that turns sparse multiple sclerosis records into transparent forecasts of disability progression, ...
AI Model Predicts Farm Water Use With 99.7% Accuracy in China’s Driest River Basin
A hybrid PCA-Lasso statistical model developed by Chinese researchers forecasts agricultural water use in the Heihe River Basin with 99.7 ...
AI Flags Insurance Claim Denials Before They Happen With Surprising Accuracy
A two-stage machine learning framework can predict health insurance claim denials before submission and assign likely reason codes, achieving a ...
New Timing Rule Tells Engineers Exactly When to Strike Growing Biofilms With UV Light or Plasma
A closed-form mathematical criterion derived from a logistic growth-inactivation balance identifies the latest moment a UV-C or cold atmospheric plasma ...
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 ...
AI Reads Brain Scans to Predict Tumor Aggressiveness Before Surgery
A five-center study shows deep learning models, especially nnU-Net, predict aggressive meningioma grades from MRI more reliably across hospitals than ...
Routine Patient Data Reveals Hidden Patterns of Cancer Cachexia in Landmark Study
A landmark analysis of nearly 60,000 cancer patients reveals that cachexia occurs in recurring episodes tied to tumor genetics and ...
New Two-Stage Regression Framework Tames Multicollinearity and Boosts Prediction Accuracy
Researchers at Persian Gulf University have developed matrix balance regression, a two-stage framework that combines a stabilized parametric model with ...
Machine Learning Flags Which Young Adults Who Self-Harm Are Most Likely to Attempt Suicide
A machine learning study of 601 young adults with repeated nonsuicidal self-injury identified self-injury frequency, mood disorder diagnoses, and low ...
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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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