Gradient Boosting Model Predicts Low Birth Weight in Retrospective Singleton Study
A retrospective cohort study of 4,498 singleton pregnancies found that a gradient boosting machine model using early clinical indicators accurately ...
Tag: Random Forest
Digital Transformation Is Associated with Reduced Ecological Footprints Across 77 Economies
A study of 77 developed and developing nations finds that digital transformation is associated with a reduced ecological footprint, with ...
Study Identifies Predictors of Antiviral Treatment Failure in HBV and HCV Coinfection
A retrospective cohort study evaluated baseline clinical, virological, and fibrosis-related predictors of direct-acting antiviral failure in adults with concurrent hepatitis ...
Machine Learning Model Predicts Nasopharyngeal Carcinoma Using Routine Laboratory Tests
A machine-learning model utilizing routine laboratory indicators demonstrated strong predictive performance for nasopharyngeal carcinoma across multicenter cohorts.
Random Forest Model Identifies Heavy Metal Predictors of Depression in US Adults
Researchers evaluated multiple machine learning algorithms using NHANES survey data from 2005 to 2020, finding that a random forest model ...
Swin Transformer Framework Diagnoses Skin Diseases With 98.31 Percent Accuracy
A deep learning framework using Swin Transformer feature extraction and feature selection achieved 98.31 percent accuracy in diagnosing multi-class skin ...
Hybrid Metaheuristic Model Accurately Detects Epileptic Seizures in Multichannel Brain Recordings
A hybrid framework pairing ant colony feature selection with grey wolf classifier tuning detected epileptic seizures across benchmark multichannel EEG ...
Machine Learning Models Map High Landslide Susceptibility Zones Across Uttarkashi District
Researchers mapped regional landslide susceptibility across Uttarakhand's Uttarkashi District using ensemble machine learning models that achieved area under the curve ...
Machine Learning Shows Moderate Discrimination Predicting 30-Day Cerebral Infarction After TIA
In a retrospective study of 270 patients with DWI-negative transient ischemic attack, machine learning models showed moderate discrimination for 30-day ...
Machine Learning Predicts Hospital Stay After Discectomy
A new study uses machine learning to predict hospital stay duration after discectomy, identifying key clinical and surgical factors that ...
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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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