Deep Learning Reads MRI Histograms to Predict Which Spine Tumors Will Resist Chemotherapy
When breast cancer spreads to the spine, one of the most pressing questions a treating physician faces is deceptively simple: ...
Tag: prediction
New AI Model Predicts Maize Yield Across Regions
Improving the efficiency of crop breeding is a critical component of global food security, yet the process remains hindered by ...
Fuzzy prediction windows help drones dodge obstacles and escape dead ends
Unmanned aerial vehicles are being asked to fly ever more ambitious missions: threading through dense urban canyons, inspecting cluttered industrial ...
Ridge-Cox beats Lasso-Cox and deep learning in landmark radiomics survival benchmark
A comprehensive Heliyon benchmark of 16 survival prediction methods and 12 feature engineering strategies across three radiomic datasets finds that ...
Phoenix Sepsis Criteria Outperform Procalcitonin in Predicting Child Sepsis Deaths
Sepsis remains the leading cause of childhood mortality worldwide, claiming more young lives than any other single condition, and clinicians ...
Quantum Machine Learning Fails to Beat Classical Models in Financial Prediction Test
Quantum machine learning has been one of the most tantalizing promises in computational finance: the idea that qubits, superposition, and ...
Diffusion Meets Graphs: New AI Model Predicts Spatio-Temporal Data With Built-In Uncertainty
A new conditioned diffusion-based graph attention network from the University of Naples Parthenope delivers probabilistic spatio-temporal forecasts with calibrated uncertainty, ...
AI Reads Bacteria Hidden in Colorectal Cancer Slides
In a finding that blurs the line between microbiology and artificial intelligence, researchers have shown that deep learning models can ...
Intrapartum ultrasound parameters within prediction models for mode of birth in nulliparous women: a scoping review
A scoping review of nineteen studies finds that intrapartum ultrasound parameters such as angle of progression and head-perineum distance show ...
Smarter deep learning tames the chaos of spatial interaction prediction
Every day, millions of people move between neighborhoods, cities, and regions, and every package, commuter, and phone ping leaves a ...
AI aging clocks: how machines learn to measure how fast you are really aging
A major new review maps how artificial intelligence is transforming biological age prediction, from epigenetic clocks to multimodal deep learning, ...
When the Hand Loses Control, the Brain Commits Early to the Future
A cursor-freezing experiment shows that when late motor corrections become ineffective, the brain shifts control toward earlier commitment to predicted ...
Epigenetic Age Acceleration Predicts Survival in Early-Stage Lung Cancer
A blood-based epigenetic clock, GrimAge2, significantly improves survival prediction in early-stage non-small cell lung cancer, outperforming traditional risk factors including ...
Deep transfer learning brings solar fault diagnosis and power loss prediction to the edge
A unified deep learning framework classifies six photovoltaic fault types and predicts the power each fault costs, with DenseNet201 reaching ...
Brain Oxygen and EEG Monitors Predict Outcomes in Children With Severe Head Injuries
A new study shows that combining brain oxygen saturation, EEG-derived sedation monitoring, clinical scores and a blood biomarker can predict ...
A generalized supervised contrastive learning framework for integrative multi-omics prediction models
A new machine-learning framework called MB-SupConCon extends supervised contrastive learning to continuous responses, enabling more accurate and biologically interpretable prediction ...
AI Model for Predicting IVIG Resistance in Kawasaki Disease Fades Over Time, Study Shows
A multicenter pediatric cohort study shows that a machine learning model for predicting IVIG resistance in Kawasaki disease loses accuracy ...
Hyperspectral imaging predicts plant-based meat texture without destroying the sample
A hyperspectral imaging study shows that near-infrared spectra can nondestructively predict hardness, resilience, and chewiness in sesame protein meat analogs.
Smart Forecasting: Deep Learning and Explainable AI Reshape Time Series Prediction
Artificial intelligence is quietly rewriting one of the oldest problems in data science: predicting what happens next. A new editorial ...
AI Chooses Its Own Strategy to Predict How Fabrics Fade in Sunlight
Every dyed fabric tells a story of slow defeat. Sunlight, moisture, and heat conspire to break the chemical bonds that ...
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