Perturbation-Based Explainable AI for ECG Sensor Data

Perturbation-Based Explainable AI for ECG Sensor Data

Deep neural network models have produced significant results in solving various challenging tasks, including medical diagnostics. To increase the credibility of these black-box models in the eyes of doctors, it is necessary to focus on their explainability. Several papers have been published combini...

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Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Ján Paralič, Michal Kolárik, Zuzana Paraličová, Oliver Lohaj, Adam Jozefík
Formáid: Alt
Teanga:English
Foilsithe / Cruthaithe: MDPI AG 2023-01-01
Sraith:Applied Sciences
Ábhair:
deep learning
explainable AI
ECG signals
perturbation method
Rochtain ar líne:https://www.mdpi.com/2076-3417/13/3/1805

Ar líne

https://www.mdpi.com/2076-3417/13/3/1805

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