IEEE

Reliable Secured Consumer IIoT Framework With Multi Layer Attack Interpretation and Prevention

Abstract: Sustainable development and evolution of Industry 5.0 paved the way for the commercial and technical enhancement of the Industrial Internet of Things (IIoT) sensors. They are challenged by ...
IEEE

Improving Sleep Disorder Diagnosis Through Optimized Machine Learning Approaches

Abstract: Classifying sleep disorders, such as obstructive sleep apnea and insomnia, is crucial for improving human quality of life due to their significant impact on health. The traditional ...
Journal of Medical Internet Research

A Risk Prediction Model (CMC-AKIX) for Postoperative Acute Kidney Injury Using Machine Learning: Algorithm Development and Validation

We evaluated six machine learning models: deep neural network, logistic regression, decision tree, random forest, light gradient boosting machine, and naïve Bayes for predicting postoperative AKI, ...
The Lancet

Development and validation of a generalisable machine learning algorithm for identifying interstitial lung disease cohorts: a retrospective cohort study

aDepartment of Medicine, University of California San Francisco, San Francisco, CA, USA bDepartment of Medicine, University of California Los Angeles, Los Angeles, CA, USA cDepartment of Medicine, ...