Titlebook: Vilfredo Pareto: An Intellectual Biography Volume III; From Liberty to Scie Fiorenzo Mornati Book 2020 The Editor(s) (if applicable) and Th

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of Biomedical Image Analysis: Tracking is the explanation of shape-based methods for biomedical image analysis. Methods for both rigid and nonrigid objects are depicted. Each chapter in the book puts forth biomedical case studies that illustrate the methods in action.

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Fiorenzo Mornatin initialization and rely on the robustness of machine learning to the outliers and label updates via pyramidal deformable registration to gain better learning and predictions. In this sense, the proposed methodology has potential to be adapted in other learning problems as the manual labelling is u

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Fiorenzo Mornatiorithm that includes spatial adaptation of the transformation’s stiffness. The approach has been applied to whole body CT images of mice and to CT images of the human upper torso. We demonstrate that the approach we propose can successfully register image volumes even when these volumes are very dif

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Fiorenzo Mornatinvolutional networks..We trained five models with different splits of the provided dataset. The subsequent classifiers produced F.-score with a mean and standard deviation of . on the test splits. The resulting ensemble constitutes our candidate algorithm: its automated evaluation on the preliminary

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Fiorenzo Mornatiion and discarding many false positives candidates as in the sliding-window method. The agreement between the automated method and the experts in detecting the presence and absence of the stomach and the umbilical vein were also compared. The results indicate that the agreement between the automated

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