Researchers develop new 'emotionally aware' model for classifying mental health conditions

Researchers have developed a new "emotionally aware" AI-based model for classifying mental health conditions, which could ...
Nature

Deep learning hybrid model ECG classification using AlexNet and parallel dual branch fusion network model

Cardiovascular diseases, known as CVDs, are the reason, behind fatalities globally accounting for 17.9 million deaths in 2019 representing 32% of all deaths 1. Among these fatalities 85% were ...
Nature

Intelligent diagnostic model for malaria parasite detection and classification using imperative inception-based capsule neural networks

Malaria is an acute fever sickness caused by the Plasmodium parasite and spread by infected Anopheles female mosquitoes. It causes catastrophic illness if left untreated for an extended period, and ...
Visual Studio Magazine

Multi-Class Classification Using a scikit Decision Tree

Decision trees are useful for relatively small datasets that have a relatively simple underlying structure, and when the trained model must be easily interpretable, explains Dr. James McCaffrey of ...
EurekAlert!

Climate-driven model transfer of crop classification boosts global crop mapping

In a pioneering study, researchers from China Agricultural University have introduced ClimID-UDA, an unsupervised domain adaptation method that uses climate indicators to significantly improve crop ...