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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 ...
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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...