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Visualization of integrated gradients23 for our model on a radiology report. It highlights the tokens considered by the model to classify a certain entity to a certain PHI class. The model leverages the content of the potential PHI entity, its possible redundancy in the report, and the nearby context to take its decision. This figure only contains synthetic PHI. PHI: protected health information.
