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Early Seizure Detection Algorithm Based on Intracranial EEG and Random Forest Classification.

, , и . Int. J. Neural Syst., 25 (5): 1550023:1-1550023:11 (2015)

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Matthias Dümpelmann

Matthias Dümpelmann

Leo Dümpelmann

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Richard Dümpelmann

 

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A novel approach for multiscale source analysis and modeling of epileptic spikes., , , и . EMBC, стр. 6634-6637. IEEE, (2015)Early Seizure Detection Algorithm Based on Intracranial EEG and Random Forest Classification., , и . Int. J. Neural Syst., 25 (5): 1550023:1-1550023:11 (2015)Depuration, augmentation and balancing of training data for supervised learning based detectors of EEG patterns., , , , и . NER, стр. 497-500. IEEE, (2017)Separating EEG Spike-Clusters in Epilepsy by a Growing and Splitting Net., и . ICANN, том 1112 из Lecture Notes in Computer Science, стр. 239-244. Springer, (1996)An Optimized EEG-Based Seizure Detection Algorithm for Implantable Devices., , , , , и . NER, стр. 995-998. IEEE, (2021)Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller., , , , , , , , и . IJCNN, стр. 1-7. IEEE, (2018)Estimation of the epileptogenic-zone with HFO sub-groups exhibiting various levels of epileptogenicity., , , , и . EMBC, стр. 2543-2546. IEEE, (2019)Optimized detector for closed-loop devices for neurostimulation., , , , и . SMC, стр. 2158-2163. IEEE, (2017)Influence of anisotropic conductivity on EEG source reconstruction: investigations in a rabbit model., , , , , , , , , и 1 other автор(ы). IEEE Trans. Biomed. Eng., 53 (9): 1841-1850 (2006)Image processing in biodosimetry: A proposal of a generic free software platform., , , , , и . EMBC, стр. 3005-3008. IEEE, (2015)