MRI Technique Reads Tumor Chemistry to Sort Risky Childhood Cancers Before Surgery
A Chinese research team shows that amide proton transfer MRI combined with machine learning can noninvasively distinguish high-risk from non-high-risk ...
Tag: LASSO
Fake Variables With Real Guarantees: Knockoffs Bring Statistical Certainty to Compressive Sensing
A new framework called KnockoffCS integrates knockoff-based false discovery rate control into compressive sensing, delivering statistically guaranteed support recovery and ...
Smart Feature Selection Slashes Data Needs for Evapotranspiration Prediction
A hybrid machine learning framework combining seven feature selection methods with XGBoost achieves near-perfect daily reference evapotranspiration estimates from just ...
AI Reads MRI Scans to Predict Hidden Gastric Cancer Spread Before Surgery
Researchers in Guangzhou built a machine-learning model that combines MRI radiomics and clinical variables to predict lymphovascular invasion in gastric ...
Machine Learning Reveals Which Personality Traits Drive Grit in Ghanaian Trainee Teachers
A study of 288 Ghanaian teacher trainees using double machine learning finds that openness, not conscientiousness, is the strongest personality ...
Radiomics Meets MR Cytometry: AI Sharply Improves Breast Tumor Diagnosis on MRI
A two-center study shows that radiomic analysis of MR cytometry parameter maps outperforms mean-value-based diffusion MRI metrics for distinguishing benign ...
A Tiny Neck Bone May Reveal Your Sex: AI Reads Hidden Patterns in Dental Scans
Researchers used radiomics and machine learning on routine dental cone-beam CT scans to show that the odontoid process of the ...
Machine Learning Meets Forensic DNA: SNPs That Identify Relatives and Separate East Asian Populations
A moderate-density panel of about 2,000 SNPs combined with machine learning can identify family relationships out to third degree and ...
Platelet microRNAs Show Promise for Earlier Kawasaki Disease Diagnosis
A multicenter Chinese study developed an internally validated machine learning model combining platelet microRNAs with clinical indicators to diagnose Kawasaki ...
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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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