Rough Set Theory Trims the Data Needed to Flag HER2-Positive Breast Cancer
A rough set theory analysis of the METABRIC cohort shows that a compact set of routine clinical variables can moderately ...
Tag: cross-validation
Cheap Soil Tests Could Flag Toxic Aluminium in Cacao Farms, Study Finds
A study of 1,539 acidic soil samples from the Peruvian Amazon shows that routine soil tests can predict high aluminium ...
Explainable AI Spots Brain Tumors on MRI Scans in Milliseconds
Researchers in Bangladesh have developed an explainable deep learning framework that classifies brain tumors on MRI scans in 2.45 milliseconds ...
Drone Models Rank Unseen Wheat Lines in Kazakhstan’s Harshest Season
A two-year UAV, LiDAR and climate modelling study in northern Kazakhstan shows that drone-based models can moderately rank spring wheat ...
Rainfall Before Flowering Predicts Honey Yields, Machine Learning Study Finds
An international research team has built an open, reproducible machine learning workflow that classifies honey seasons as poor, moderate, or ...
Widely Used Data-Cleaning Step in Chronic Disease AI Fails Rigorous Testing
A leakage-free benchmark of ten chronic-disease cohorts finds that no outlier-removal method beats doing nothing, while data-cleaning steps silently delete ...
What Builds Patient Trust in Doctors? A Japanese Survey Finds Few Easy Answers
A nationwide Japanese survey of 2,173 adults found that waiting time, local dialect use, and medical-school perceptions explain almost none ...
New Machine-Learning Pipeline Takes the Guesswork Out of Genomic Prediction
An open-source pipeline called GenoBridge automatically adapts machine-learning models to sample size, matching hand-tuned genomic prediction accuracy while delivering calibrated ...
Divide and Conquer: New Fake News Detector Hits 98% Accuracy Across Datasets
Researchers have developed a divide-and-conquer fake news detection framework combining linguistic features and word embeddings that achieves F1-scores above 98 ...
Kriging Beats Simpler Maps in 25-Year Groundwater Study in Central India
A 25-year study of 69 wells in Central India's Arpa River Basin finds that ordinary kriging with a Spherical semivariogram ...
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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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