Cochlear Diameter Matches Complex Shape Models for Routine CT Sex Estimation
A study evaluating semi-automated clinical CT scans of 139 adult cochleae found that simple diameter measurements estimated sex with moderate ...
Tag: nested cross-validation
Machine Learning Pipeline Classifies Seeded Rotating Machinery Faults in Laboratory Trials
A laboratory study demonstrates that a gradient-boosted machine learning pipeline classifies multi-axis vibration signals from an unloaded rotating machine to ...
Routine Baseline Variables Fail to Reliably Predict Mucinous Borderline Ovarian Recurrence
A single-center retrospective cohort found that routine baseline variables and exploratory machine learning models failed to reliably predict recurrence after ...
Optimized XGBoost Model Predicts Urban PM2.5 Concentrations with High Precision
Researchers coupled an extended gradient boosting model with an improved grasshopper optimization algorithm to predict hourly PM2.5 concentrations across 26 ...
Donor Level Reanalysis Finds No Microglial Ferro-Aging Elevation in Alzheimer’s Disease
A single-nucleus RNA sequencing re-analysis across four cohorts found that microglial ferro-aging is not significantly elevated in Alzheimer’s disease when ...
Metformin Linked to Lower Acute Kidney Injury Risk in Intensive Care Patients
A dual-cohort machine learning study found that preadmission metformin use was associated with significantly reduced odds of acute kidney injury ...
Linear Support Vector Machine Accurately Identifies Abnormal Bone Density in Diabetic Patients
A retrospective study demonstrates that a linear support vector machine analyzing first lumbar vertebra radiomic features from routine non-contrast chest ...
Machine Learning Models Overstate Dietary Liver Disease Risk Through Circular Calculations
A nationwide analysis of 18,506 Korean adults reveals that machine learning algorithms predicting non-alcoholic fatty liver disease appear remarkably accurate ...
Machine Learning Assessment Uncovers Sharp North South Divide in Chinese Urban Flooding
A multi-source machine learning study across twenty major Chinese cities reveals that southern urban centers endure chronic severe floods while ...
Computational Study Identifies Candidate Gene Signature for Cervical Neoplasia Spectrum
A retrospective computational reanalysis of Gene Expression Omnibus microarray cohorts identified a candidate 13-gene transcriptomic model that achieved an out-of-fold ...
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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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