Blar i Publikasjoner fra Cristin på tidsskrift "Diagnostics (Basel)"
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A Deep Diagnostic Framework Using Explainable Artificial Intelligence and Clustering
(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 ... -
Short-Term Forecasting of Monkeypox Cases Using a Novel Filtering and Combining Technique
(Peer reviewed; Journal article, 2023): In the modern world, new technologies such as artificial intelligence, machine learning, and big data are essential to support healthcare surveillance systems, especially for monitoring confirmed cases of monkeypox. The ... -
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 ...