Blar i Institutt for datateknologi og informatikk på tidsskrift "Diagnostics (Basel)"
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A Deep Diagnostic Framework Using Explainable Artificial Intelligence and Clustering
(Journal article; Peer reviewed, 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 data ... -
Usefulness of Heat Map Explanations for Deep-Learning-Based Electrocardiogram Analysis
(Peer reviewed; Journal article, 2023)Deep neural networks are complex machine learning models that have shown promising results in analyzing high-dimensional data such as those collected from medical examinations. Such models have the potential to provide ...