Graph Inference in Biomedical Image Analysis
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With the progress of biomedical imaging techniques and an emerging demand for quantitative methods, computer-aided analysis of biomedical image data has gained considerable importance. Amongst them is the task of estimating a graph from observed images or videos – graph inference. We focus on two prominent applications, inference of vessel networks and cell lineages, and contribute probabilistic models as well as improved optimization algorithms.