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Estimating Patient-Level Uncertainty in Seizure Detection Using Group-Specific Out-of-Distribution Detection Technique

Epilepsy is a chronic neurological disorder affecting around 1% of the global population, characterized by recurrent epileptic seizures. Accurate diagnosis and treatment are crucial for reducing mortality rates. Recent advancements in machine learning (ML) algorithms have shown potential in aiding c...

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Detalles Bibliográficos
Autores principales: Wong, Sheng, Simmons, Anj, Villicana, Jessica Rivera, Barnett, Scott
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10611125/
https://www.ncbi.nlm.nih.gov/pubmed/37896469
http://dx.doi.org/10.3390/s23208375