The Deep Learning Epilepsy Detection Challenge: design, implementation, and test of a new...

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Objective evaluation metrics for automatic classification of EEG events

V Shah, M Golmohammadi, I Obeid… - … Processing: Innovation and …, 2021 - Springer
The evaluation of machine learning algorithms in biomedical fields for applications involving
sequential data lacks both rigor and standardization. Common quantitative scalar evaluation …
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Validation of temporal scoring metrics for automatic seizure detection

V Shah, I Obeid, J Picone, G Ekladious… - 2020 IEEE Signal …, 2020 - ieeexplore.ieee.org
There has been a lack of standardization of the evaluation of sequential decoding systems
in the bioengineering community. Assessment of the accuracy of a candidate system's …
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Improving the Quality of the TUSZ Corpus

S Rahman, A Hamid, D Ochal, I Obeid… - 2020 IEEE Signal …, 2020 - ieeexplore.ieee.org
The Temple University Hospital Seizure Detection Corpus (TUSZ) has been in distribution
since April 2017. It is a subset of the TUH EEG Corpus (TUEG) and the most frequently …
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