FOCUS Model Achieves 0.902 Accuracy Classifying Glioma IDH Mutation Status
A computational framework named FOCUS paired with a support vector machine classified glioma IDH mutation status with 0.902 accuracy in ...
Tag: support vector machine
Cancer Malnutrition Risk Models Show High Discrimination but Inconsistent Validation
A systematic scoping review of nineteen studies found that machine learning prediction models for cancer malnutrition risk demonstrate strong discrimination ...
Serum MicroRNA Model Demonstrates Promising Diagnostic Accuracy in Breast Cancer Study
In a multicenter observational case-control study, a serum microRNA ensemble model achieved an area under the curve of 0.875 for ...
Machine Learning and Postmortem CT Radiomics Accurately Identify Fatal Myocardial Infarction
Researchers demonstrated that machine-learning classifiers analyzing radiomic features from noncontrast postmortem computed tomography can reliably detect autopsy-confirmed myocardial infarction.
Neural Network Predicts In-Hospital Mortality in Male Aortic Dissection Surgery
A neural network model showed promising discrimination for predicting in-hospital mortality after surgery in male patients with acute type A ...
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 ...
Machine Learning and Ground Sensors Track Shifting Northeast Asian Aerosol Regimes
A long-term analysis of AERONET observations from 2012 to 2024 reveals declining urban pollution and shifting atmospheric aerosol optical regimes ...
Support Vector Machine Leads Prediction of Infection After Open Pulmonary Lobectomy
A retrospective study of 3,160 open pulmonary lobectomy patients found that a support vector machine model achieved the highest discrimination ...
Machine Learning and Topological Analysis Identify COVID-19 in Lung Scans
Researchers have developed a diagnostic framework combining persistent homology and machine learning that detects COVID-19 in chest computed tomography scans ...
Speech and Language Analysis Identifies Parkinson’s Disease and Cognitive Impairment
An automated framework combining acoustic and linguistic speech features achieved high accuracy in detecting Parkinson's disease and characterizing associated mild ...
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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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