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Titlebook: Bildverarbeitung für die Medizin 2022; Proceedings, German Klaus Maier-Hein,Thomas M. Deserno,Thomas Tolxdorf Conference proceedings 2022

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Six Steps Toward Violent Fundamentalismr study with 19 volunteers each performing 40 trials of five different visualizations. Our results indicate that two of the five visualizations (. and .) are able to reduce the occurrent error, making training in Virtual Reality more suitable for minimally invasive surgery.
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Iterative 3D CNN Based Segmentation of Vascular Trees in Liver CT, to state of the art methods, our new model generates a more accurate segmentation, resulting in an improvement of the Dice score of 7 % and a reduction of the Hausdorff distance of approximately 20 %.
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Heads up A Study of Assistive Visualizations for Localisation Guidance in Virtual Reality,r study with 19 volunteers each performing 40 trials of five different visualizations. Our results indicate that two of the five visualizations (. and .) are able to reduce the occurrent error, making training in Virtual Reality more suitable for minimally invasive surgery.
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Support Point Sets for Improving Contactless Interaction in Geometric Learning for Hand Pose Estimatwo point sets. With a mean joint error of 9.43 mm, our approach outperforms most comparable state-of-the-art methods with an average reduction by 19%, while also reducing the computational complexity.
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https://doi.org/10.1007/978-981-19-9661-0reservation is applied to different levels of the network and shown to improve the segmentation. Promising results are achieved with an average Dice score of 0.809 and an average rand index of 0.871 for the best performing network version.
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