Machine Learning Model Forecasts Wheelchair Milestone in Duchenne Muscular Dystrophy
A machine learning tool combining quantitative muscle MRI fat fractions with clinical scores predicts when boys with Duchenne muscular dystrophy ...
Tag: predictive modeling
Machine learning flags hidden anxiety in children with chronic abdominal pain
A stacking machine learning model integrating pain, school, psychosocial, and family variables identified comorbid anxiety disorder in children and adolescents ...
Machine Learning Model Cracks the Black Box of US News Mechanical Engineering Rankings
A Random Forest classifier predicts U.S. News mechanical engineering graduate program rank intervals with 0.91 test accuracy, revealing which measurable ...
Machine learning predicts self-reported anger improvement in teens
A comparative machine-learning study found that meditation, behavioral and lifestyle survey data can predict self-reported anger-management improvement in adolescents, but ...
Integrating machine learning, density functional theory, and molecular dynamics for smart corrosion inhibitor design: a critical review
A critical review finds that integrating machine learning, quantum chemistry, molecular dynamics and experiments could accelerate corrosion-inhibitor design, but weak ...
AI Flags Stressed and Struggling Students Before They Drop Out
Researchers at Amrita Vishwa Vidyapeetham built an explainable machine learning framework that predicts student dropout risk from academic, financial, health, ...
AI Models Predict Fresh Food Supply Chain Resilience
A new study in Scientific Reports introduces a hybrid framework using variable fuzzy sets and convolutional neural networks to assess ...
AI Model Flags Pancreatic Cancer Risk Up to Three Years Before Diagnosis
Mayo Clinic researchers developed an artificial intelligence model that uses routine electronic health record data to predict pancreatic cancer risk ...
AI Reads Breast MRI to Predict Whether Chemotherapy Has Cleared the Lymph Nodes
A deep learning model that reads multiregional contrast-enhanced breast MRI can predict whether chemotherapy has completely cleared the axillary lymph ...
Neural Network Sharpens Early Drug Discovery With 95.9% Accuracy in Predicting Painkilling Compounds
Researchers in Algeria have built an optimized neural network that predicts the analgesic activity of drug-like molecules with 95.9 percent ...
Machine Learning Is Rewriting the Design of Implantable Drug Delivery Systems
A new review details how machine learning is accelerating the design of implantable drug delivery systems, from ocular and cochlear ...
Global Arbovirus Models Miss Africa, Creating a Critical Surveillance Blind Spot
A new perspective argues that the systematic underrepresentation of African surveillance data in global arbovirus modeling distorts risk prediction and ...
How AI and Machine Learning Are Rewiring the Search for New Drugs
Machine learning is accelerating target identification, toxicity prediction and drug repurposing, but researchers insist algorithmic discoveries still demand rigorous experimental ...
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 ...
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 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 ...
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