Machine Learning Is Enabling A New Era For Precision Medicine And Pharmacogenomics

Medicine is rapidly evolving from statistical, evidence-based approaches to predictive, genotype-directed care, driven by ...
Nature

Robust IoT security using isolation forest and one class SVM algorithms

The rapid growth of cloud computing and the Internet of Things (IoT) has increased the exposure of IoT devices to cyber-attacks due to their resource limitations and lack of standardized security ...
Nature

A multilayer deep autoencoder approach for cross layer IoT attack detection using deep learning algorithms

IoT networks’ intrinsic complexity and variety make cross-layer-based IoT threat detection vital for defending IoT ecosystems. Security techniques that use a cross-layer approach might identify ...
The American Journal of Managed Care

Novel Machine Learning Model Improves MASLD Detection in Type 2 Diabetes

MASLD is prevalent in T2DM patients, with a 65% occurrence rate, and poses a higher risk for severe liver diseases. The study analyzed 3,836 T2DM patients, identifying key predictors like BMI, ...