Titlebook: Shape in Medical Imaging; International Worksh Martin Reuter,Christian Wachinger,Bernhard Egger Conference proceedings 2018 Springer Nature

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Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphismsn metric on the space of diffeomorphisms as a kernel in a machine learning context. For simplicity, we choose the kernel Fischer Linear Discriminant Analysis (KLDA) as the framework. Optimizing the kernel parameters in an Expectation-Maximization framework, we define model fidelity via the hinge los

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Shape and Facet Analyses of Alveolar Airspaces of the Lungface, an evaluation of the angle distribution between facets formed by the septal walls, the number of neighboring alveoli and a shape analysis of the alveolar airspace. The software used is open-source and custom programs are available at:..

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SlicerSALT: Shape AnaLysis Toolboxdesigned to be easy to use for shape analysis researchers. The packaged methods include powerful techniques for creating and visualizing shape representations as well as performing various types of analysis.

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Deformetrica 4: An Open-Source Software for Statistical Shape Analysismation, a bayesian version of atlas model as well as temporal methods (geodesic regression and parallel transport) are readily available. Installation instructions, tutorials and examples can be found at ..

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Interpretable Spiculation Quantification for Lung Cancer Screeningtion of our spiculation measures was found to be highly correlated (Spearman’s rank correlation coefficient .) with the radiologist’s spiculation score. These measures were also used in the radiomics framework to achieve state-of-the-art malignancy prediction accuracy of 88.9% on a publicly available dataset.

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Conference proceedings 2018erence on Medical Image Computing, MICCAI 2018, in Granada, Spain, in September 2018...The 26 full papers and 2 short papers presented were carefully reviewed and selected for inclusion in this volume. The papers discuss novel approaches and applications in shape and geometry processing and their us