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Hessian Center for Artificial Intelligence (hessian.AI), Darmstadt, Germany, Technische Hochschule Mittelhessen, University of Applied Sciences, Friedberg (Hesse), Germany
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Gradient-based XAI methods often misinterpret ECG signals, prioritizing amplitude over clinically significant features, with some methods failing to provide reliable explanations entirely.