Satellite dataset maps thousands of Arctic lake and pond water masks for segmentation
Researchers assembled 5513 Sentinel-2 image-mask pairs from 23 Arctic permafrost lowlands to train and compare models that map small thermokarst ...
Tag: Machine learning
Machine Learning Flags Postoperative Clot Risk After Hip Fracture Surgery, but TCM Patterns Add Little
A retrospective study of 380 patients found a random-forest model discriminated well in a held-out validation set, while two Traditional ...
No single number decides which teeth come out, systematic review finds
A systematic review of 19 studies finds that orthodontic extraction decisions depend on crowding, facial profile, incisor position, skeletal and ...
Methylated ultra-short cfDNA fragments flag breast cancer with perfect test accuracy
A cfMeDIP-seq machine-learning model combining methylation and methylated fragment features distinguished 25 breast cancer patients from 110 healthy controls with ...
New method cuts labeled data needs for spiking neural networks
A new method called SADA combines active learning with domain adaptation to cut the labeled data needed to train spiking ...
Machine learning steers biomass carbon cathodes to stronger zinc-ion supercapacitors
A machine learning model built on eight material descriptors predicted the specific capacity of nitrogen-doped porous carbon cathodes for zinc-ion ...
Cement, cracks and machine learning reshape soil-rock mixture strength rules
Triaxial tests and an interpretable machine learning framework show that matrix cementation reverses whether soft rock blocks strengthen or weaken ...
AI-guided nanotherapeutics aim to reshape chronic wound care
A new review in the Journal of Materials Science describes how artificial intelligence and machine learning could guide the design ...
Explainable AI maps what drives glacier flow in the Western Himalaya
An explainable GeoAI framework identifies ice thickness and elevation as the dominant predictors of glacier surface velocity variability on Chhota ...
Graph neural networks reshape electrocatalyst design for green hydrogen
A new review details how graph neural networks are accelerating the discovery of electrocatalysts for green hydrogen production by learning ...
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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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