106 citations · 127 across the 10 of their papers we have counts for
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IROF: a low resource evaluation metric for explanation methods
Laura Rieger, Lars Kai Hansen
The adoption of machine learning in health care hinges on the transparency of the used algorithms, necessitating the need for explanation methods. However, despite a growing litera…
Deep Convolutional Neural Networks for Interpretable Analysis of EEG Sleep Stage Scoring
Albert Vilamala, Kristoffer H. Madsen, Lars K. Hansen
Sleep studies are important for diagnosing sleep disorders such as insomnia, narcolepsy or sleep apnea. They rely on manual scoring of sleep stages from raw polisomnography signals…
Adaptive Smoothing in fMRI Data Processing Neural Networks
Albert Vilamala, Kristoffer Hougaard Madsen, Lars Kai Hansen
Functional Magnetic Resonance Imaging (fMRI) relies on multi-step data processing pipelines to accurately determine brain activity; among them, the crucial step of spatial smoothin…