EXplainable Artificial Intelligence (XAI)–From Theory to Methods and Applications

ES Ortigossa, T Gonçalves, LG Nonato - IEEE Access, 2024 - ieeexplore.ieee.org
Intelligent applications supported by Machine Learning have achieved remarkable
performance rates for a wide range of tasks in many domains. However, understanding why …

Multi-Task Transformer Visualization to build Trust for Clinical Outcome Prediction

D Antweiler, F Gallusser, G Fuchs - 2023 Workshop on Visual …, 2023 - ieeexplore.ieee.org
Clinical decision support systems based on machine learning are a rising application in
healthcare. Early detection of deteriorating conditions provide the opportunity for medical …

[PDF][PDF] EXplainable Artificial Intelligence (XAI)—From Theory to Methods and Applications

LG NONATO - 2024 - researchgate.net
Intelligent applications supported by Machine Learning have achieved remarkable
performance rates for a wide range of tasks in many domains. However, understanding why …