In the last few years, many works have tried to explain the predictions of deep learning
models. Few methods, however, have been proposed to verify the accuracy or faithfulness of …

The expansion of explainable artificial intelligence as a field of research has generated
numerous methods of visualizing and understanding the black box of a machine learning …

This study investigated the performance, explainability, and robustness of deployed artificial
intelligence (AI) models in predicting mortality during the COVID-19 pandemic and beyond …

First-day mortality prediction is a critical task in the Intensive Care Unit (ICU), as it can help
clinicians identify which patients are at the highest risk for death and thus may need more …

The intersection of machine learning and healthcare has the potential to transform medical
diagnosis, treatment, and research. Machine learning models can analyze vast amounts of …

Esclerose múltipla é a doença neurológica mais predominante em jovens adultos
globalmente. A complexidade e heterogencidade da sua progressão, eo consequente …