236 citations · 405 across the 31 of their papers we have counts for
3 papers · 1 filter
Instance-based Counterfactual Explanations for Time Series Classification
Eoin Delaney, Derek Greene, Mark T. Keane
In recent years, there has been a rapidly expanding focus on explaining the predictions made by black-box AI systems that handle image and tabular data. However, considerably less…
Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomography
Patrick Leydon, Martin O'Connell, Derek Greene +1
Segmentation of bone regions allows for enhanced diagnostics, disease characterisation and treatment monitoring in CT imaging. In contrast enhanced whole-body scans accurate automa…
Mitigating Gender Bias in Machine Learning Data Sets
Susan Leavy, Gerardine Meaney, Karen Wade +1
Artificial Intelligence has the capacity to amplify and perpetuate societal biases and presents profound ethical implications for society. Gender bias has been identified in the co…