Nature

Development of a machine learning-based interface for insulin dependency prediction using clinical data

Diabetes mellitus is a major global health burden, and early identification of insulin dependency is important for timely intervention. This study developed an artificial intelligence-based diagnostic ...
Visual Studio Magazine

Multi-Class Classification Using LightGBM

There are many machine learning techniques for multi-class classification. One of the most powerful techniques is to use the LightGBM (lightweight gradient boosting machine) system. LightGBM is a ...
Visual Studio Magazine

Binary Classification Using LightGBM

There are many machine learning techniques for binary classification. One of the most powerful techniques is to use the LightGBM (lightweight gradient boosting machine) system. LightGBM is a ...
Nature

Machine learning-based prediction of in-ICU mortality in pneumonia patients

Conventional severity-of-illness scoring systems have shown suboptimal performance for predicting in-intensive care unit (ICU) mortality in patients with severe pneumonia. This study aimed to develop ...