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 acquisition hardware was used%2C or run-time processing costs may be prohibitive to real-time clinical use cases. To address these issues in a critical manner%2C we systematically review machine learning algorithms for seizure detection with a focus on clinical translatability%2C assessed by criteria including generalisability%2C run-time costs%2C explainability%2C and clinically-relevant performance metrics. For non-specialists%2C the domain-specific knowledge necessary to contextualise model development and evaluation is provided. It is our hope that such critical evaluation of machine learning algorithms with respect to their potential real-world effectiveness can help accelerate clinical translation and identify gaps in the current seizure detection literature.?quality=80&w=800)
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