SpikeNet 2.0
收藏DataCite Commons2025-04-30 更新2025-05-10 收录
下载链接：
https://bdsp.io/content/spikenet2/
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资源简介：
SpikeNet2 is an advanced deep learning model for automated detection of
epileptiform discharges (spikes) in electroencephalogram (EEG) recordings. The
model achieves expert-level performance in both event-level spike detection
and EEG-level classification, with significantly reduced false positive rates
compared to previous models. Trained on a large multi-center dataset of 17,812
EEGs from 13,523 patients and validated across multiple external datasets,
SpikeNet2 demonstrates high generalizability and clinical utility for epilepsy
diagnosis and monitoring. Code is provided here: <https://github.com/bdsp-
core/SpikeNet2](https://github.com/bdsp-core/SpikeNet2>
提供机构：
BDSP
创建时间：
2025-04-30
