How Do Machine Learning Models Learn? An Overview from Data Preparation to Training, Evaluation, and Prediction

When you start learning machine learning, you encounter many terms such as "features," "loss functions," "gradient descent," ...
BIOENGINEER

From Nanoemulsion-Templated Drug Nanoparticles to Machine Learning Property Prediction: The Research Path of Lucas Attia

An AAPS Open editorial spotlights chemical engineer Lucas Attia, whose PhD work matured nanoemulsion templating for drug ...
BMJ Open

Machine learning-based prediction models for recurrent stroke after an index stroke: a scoping review protocol

Introduction Recurrent stroke remains a major threat after an index stroke, but individual risk is difficult to estimate because recurrence reflects interacting clinical, imaging, treatment, ...
BIOENGINEER

Machine learning-assisted hydrothermal process optimization yields carbon quantum dots from tea waste

A laboratory study using machine learning to optimize hydrothermal production of carbon quantum dots from tea processing waste reported a 12.67% yield under experimentally validated conditions.

GenoBridge streamlines plant trait prediction with a simplified genomic analysis pipeline

The rapid increase in the availability of genomic data has transformed plant breeding by enabling the prediction of complex ...