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    Chapter and Conference Paper

    Stay Focused - Enhancing Model Interpretability Through Guided Feature Training

    In computer-assisted surgery, artificial intelligence (AI) methods need to be interpretable, as a clinician has to understand a model’s decision. To improve the visual interpretability of convolutional neural ...

    Alexander C. Jenke, Sebastian Bodenstedt in Medical Image Computing and Computer Assis… (2022)

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    Chapter and Conference Paper

    Out of Distribution Detection for Intra-operative Functional Imaging

    Multispectral optical imaging is becoming a key tool in the operating room. Recent research has shown that machine learning algorithms can be used to convert pixel-wise reflectance measurements to tissue para...

    Tim J. Adler, Leonardo Ayala in Uncertainty for Safe Utilization of Machin… (2019)