Anti-seizure medication tapering is associated with delta band power reduction in a dose, region and time-dependent manner

no code implementations • 2 May 2024 • Guillermo M. Besne, Nathan Evans, Mariella Panagiotopoulou, Billy Smith, Fahmida A Chowdhury, Beate Diehl, John S Duncan, Andrew W McEvoy, Anna Miserocchi, Jane de Tisi, Mathew Walker, Peter N. Taylor, Chris Thornton, Yujiang Wang

Anti-seizure medications (ASMs) are the primary treatment for epilepsy, yet medication tapering effects have not been investigated in a dose, region, and time-dependent manner, despite their potential impact on research and clinical practice.

Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms

1 code implementation • 18 Aug 2012 • Chris Thornton, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown

Many different machine learning algorithms exist; taking into account each algorithm's hyperparameters, there is a staggeringly large number of possible alternatives overall.

Bayesian Optimization BIG-bench Machine Learning +3