Nature

Robust diabetic prediction using ensemble machine learning models with synthetic minority over-sampling technique

Millions of individuals throughout the world suffer from the chronic condition diabetes. It is characterized by elevated blood sugar levels due to inadequate insulin production or utilization. Insulin ...
Nature

Ensemble learning-iterative training machine learning for uncertainty quantification and automated experiment in atom-resolved microscopy

Deep learning has emerged as a technique of choice for rapid feature extraction across imaging disciplines, allowing rapid conversion of the data streams to spatial or spatiotemporal arrays of ...