Titlebook: Bildverarbeitung für die Medizin 2024; Proceedings, German Andreas Maier,Thomas M. Deserno,Thomas Tolxdorff Conference proceedings 2024 De

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Preamble

Influence of Prompting Strategies on Segment Anything Model (SAM) for Short-axis Cardiac MRI Segmendings indicate that prompting strategies significantly influence segmentation performance. Combining positive points with either bounding boxes or negative points shows substantial benefits, but little to no benefit when combined simultaneously. We further observe that fine-tuning SAM with a few ann

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Keynote: Recent Advances in Surgical AI for Next Generation Interventions,ed robotic interventions. These cutting-edge technologies offer tremendous potential to enhance imaging, surgical navigation, and robotic interventions, ultimately reducing cognitive load on surgeons and optimizing procedural efficiency. This talk will highlight AI applications in different surgical

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aggressor

Improving Hybrid Quantum Annealing Tomographic Image Reconstruction with Regularization Strategies,struction. This study investigates the application of hybrid quantum annealing in the context of tomographic image reconstruction, focusing on the formulation of compatible conventional image regularization strategies: L2 and total variation. Using a Shepp-Logan phantom of image size 32 × 32 with 4-

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Abstract: Cytologic Scoring of Equine Exercise-induced Pulmonary Hemorrhage,dard diagnostic method is cytology of bronchoalveolar lavage fluid using the time-consuming total hemosiderin score (THS). For the routine THS, 300 alveolar macrophages are classified into 5 grades based on the amount of intracellular hemosiderin pigment (degradation product of heme iron of red bloo

Aphorism

Abstract: Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation,ning deep segmentation models. Instead of requesting annotations for the fullWSI, region-based active learning (AL) allows to specify selected regions for annotation in an iterative process, reducing annotation while maintaining segmentation performance. Existing methods for section selection onWSI

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