Blar i Faculty of Science and Technology (RealTek) på emneord "feature selection"
Viser treff 1-2 av 2
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Data- and expert-driven feature selection for predictive models in healthcare : towards increased interpretability in underdetermined machine learning problems
(PhD Thesis;2023:34, Doctoral thesis, 2023)Modern data acquisition techniques in healthcare generate large collections of data from multiple sources, such as novel diagnosis and treatment methodologies. Some concrete examples are electronic healthcare record systems, ... -
Identification of biomarkers from Radiomics of brain scans for prediction of major depression using Repeated Elastic Net Technique
(Master thesis, 2022)The application of machine learning in the field of medicine is expanding on an almost daily basis. Data from the healthcare industry typically have high dimensionality but a limited sample size. The learning process can ...