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cs.LG2023
Genetic prediction of quantitative traits: a machine learner's guide focused on height
Lucie Bourguignon, Caroline Weis, Catherine R. Jutzeler +1
Machine learning and deep learning have been celebrating many successes in the application to biological problems, especially in the domain of protein folding. Another equally comp…
cs.LG2020
Image analysis for Alzheimer's disease prediction: Embracing pathological hallmarks for model architecture design
Sarah C. Brüningk, Felix Hensel, Catherine R. Jutzeler +1
Alzheimer's disease (AD) is associated with local (e.g. brain tissue atrophy) and global brain changes (loss of cerebral connectivity), which can be detected by high-resolution str…