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Titlebook: Shape in Medical Imaging; International Worksh Martin Reuter,Christian Wachinger,Islem Rekik Conference proceedings 2020 Springer Nature Sw

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Interpretation of Brain Morphology in Association to Alzheimer’s Disease Dementia Classification Usiveraging the use of cortical and subcortical surface information, we outperform other machine learning methods with a 96.35% testing accuracy for the ADD vs. healthy control problem. We confirm the validity of our model by observing its performance in a 25-trial Monte Carlo cross-validation. The gen
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Learning a Statistical Full Spine Model from Partial Observationshermore, we show that the model faithfully captures the global correlations among the vertebrae shape. Given a partial observation of the spine, i.e. a few vertebrae, the model can predict the shape of unseen vertebrae with a mean error under 3 mm. The full-spine statistical model is trained on the
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Dennis Madsen,Jonathan Aellen,Andreas Morel-Forster,Thomas Vetter,Marcel Lüthi
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Justus Schock,Marcin Kopaczka,Benjamin Agthe,Jie Huang,Paul Kruse,Daniel Truhn,Stefan Conrad,Gerald
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Emanuel A. Azcona,Pierre Besson,Yunan Wu,Arjun Punjabi,Adam Martersteck,Amil Dravid,Todd B. Parrish,
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Praful Agrawal,Joseph D. Mozingo,Shireen Y. Elhabian,Andrew E. Anderson,Ross T. Whitaker
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