Nature

Non-invasive acoustic classification of adult asthma using an XGBoost model with vocal biomarkers

Traditional diagnostic methods for asthma, a widespread chronic respiratory illness, are often limited by factors such as patient cooperation with spirometry. Non-invasive acoustic analysis using ...
Nature

An imbalance data quality monitoring based on SMOTE-XGBOOST supported by edge computing

With the vigorous promotion of Industry 4.0 and Intelligent Manufacturing, manufacturing systems are rapidly integrating with new technologies such as the Internet of Things (IoT), Artificial ...
ascopubs.org

Prediction of Patients With High-Risk Osteosarcoma on the Basis of XGBoost Algorithm Using Transcriptome and Methylation Data From SGH-OS Cohort

Benefits of Combining Circulating Tumor DNA With Tissue and Longitudinal Circulating Tumor DNA Genotyping in Advanced Solid Tumors: SCRUM-Japan MONSTAR-SCREEN-1 Study Osteosarcoma (OS) is the most ...