Brain-Reading Headsets in Classrooms Demand Built-In Ethical Rules, Researchers Warn
Researchers propose a 15-safeguard governance framework to protect children as brain-computer interfaces spread from laboratories into classrooms worldwide.
Tag: Machine Learning
Finite Element Methods Are Quietly Rewriting the Rules of Precision Manufacturing
A new editorial in Frontiers in Manufacturing Technology surveys how finite element methods are transforming precision manufacturing, from laser shock ...
Three-Layer Granular Balls Give Clustering Algorithms a New Way to See Inside Complex Data
A new clustering algorithm called 3L-GBC models dense, transitional, and sparse regions within clusters using granular balls to better handle ...
Aboriginal Women Help Shape Interpretable AI for Perinatal Mental Health Care
Researchers combined generative AI data augmentation with an intrinsically interpretable machine-learning model to predict perinatal psychological distress among Aboriginal mothers ...
New AI Model Sharpens Long-Range Traffic Forecasts by Rewiring Its Own Road Map
Researchers at Dalian Maritime University have developed ESTGCN, a graph neural network that dynamically rewires regional traffic relationships to deliver ...
Machine Learning Spots Hidden Balance Loss at Moderate Altitudes Before Classic Hypoxia Symptoms Appear
A new study combining statistics and machine learning shows that measurable postural instability emerges at simulated altitudes as low as ...
Waking Up at Night May Signal Heart Disease Risk in Older Adults, Machine Learning Study Finds
A large study of older Mexican adults links frequent nighttime awakenings and unrefreshing sleep to heart disease, with machine learning ...
From Farm Waste to Food Packaging: Nanocellulose Emerges as a Sustainable Materials Powerhouse
A comprehensive new review maps the full pathway of biomass-derived nanocellulose from agricultural waste extraction through green processing to advanced ...
Robot Learns to See and Solve: New Vision-Control Framework Cracks the Rubik’s Cube on Consumer Hardware
The Rubik's Cube has long served as a demanding benchmark for autonomous systems precisely because it compresses so many difficulties ...
When Machine Learning Models Fake a Trading Edge: How Data Leakage Manufactured a Perfect Bank Nifty Prediction
A new study shows how data leakage and flawed backtesting protocols can manufacture apparently strong machine learning predictions in financial ...
Graph Neural Networks Map the Hidden Highways That Decide Whether Lithium Batteries Grow Dendrites
Researchers at the University of Oklahoma combined density functional theory calculations with graph neural networks to predict lithium-ion migration across ...
Machine Learning and Molecular Dynamics Reveal How the NMDA Receptor’s Channel Flickers Between Open and Closed
A 5.6-microsecond molecular dynamics study combined with machine learning has mapped the dynamic network of residues that control opening and ...
How AI Is Quietly Becoming Public Health’s Newest Weapon Against Waste Dangers
A systematic review of 81 studies finds that artificial intelligence is reducing infectious, toxic, and occupational health risks across the ...
AI Learns to Read Brain-Wire Maps to Catch Seizures in Seconds
A new graph-based deep learning model reads the wiring structure of the EEG montage itself to detect every seizure in ...
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 ...
AI Model Links Calcium Pump Gene ATP2A2 to Immune Evasion in Lung Cancer
A machine learning analysis of inflammation and metabolism genes across seven lung adenocarcinoma cohorts identifies the calcium pump gene ATP2A2 ...
Cuff-less Blood Pressure AI Falls Short Across Demographic Groups, Study Warns
A new PLOS Digital Health study shows that cuff-less blood pressure prediction from PPG signals achieves low errors only when ...
AI Learns to Spot Failing EV Batteries Before They Catch Fire
Researchers have developed an unsupervised deep learning model called GSA-VAE that detects faults in electric vehicle batteries by fusing causal ...
Cheap Robots and AI Are Quietly Rewriting Rehabilitation Medicine
A new review showcases how low-cost robotic canes, AI-based diabetic foot screening, and simple EEG analysis tested in real-world clinical ...
New Python Package Puts Biomarker Discoveries to the Test Before They Reach the Clinic
A new open-source Python package called ROOFS benchmarks multiple feature selection methods on a researcher's own data, evaluating predictive performance ...
