Integrated Gradients and DeepLIFT ranked highest among 13 XAI methods for faithfulness, complexity, and plausibility in head and neck cancer outcome prediction on the HECKTOR multi-center dataset.
Overview of the HECKTOR challenge at MICCAI 2021: automatic head and neck tumor segmentation and outcome prediction in PET/CT images,
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Ranking XAI Methods for Head and Neck Cancer Outcome Prediction
Integrated Gradients and DeepLIFT ranked highest among 13 XAI methods for faithfulness, complexity, and plausibility in head and neck cancer outcome prediction on the HECKTOR multi-center dataset.