Browsing ODA Open Digital Archive by Author "Thunold, Håvard Horgen"

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A Deep Diagnostic Framework Using Explainable Artificial Intelligence and Clustering

Thunold, Håvard Horgen; Riegler, Michael; Yazidi, Anis; Hammer, Hugo Lewi (Peer reviewed; Journal article, 2023)

An important part of diagnostics is to gain insight into properties that characterize a disease. Machine learning has been used for this purpose, for instance, to identify biomarkers in genomics. However, when patient ...
XMask Clustering: Leveraging eXplainable AI and Clustering for Medical Knowledge Discovery

Thunold, Håvard Horgen (Master thesis, 2023)

Deep Learning, a subset of machine learning, has shown great ability in supervised medical image classification tasks. Although there are significant advantages, DL models have low interpretability and are considered ...