Identifying EEG Biomarkers of Depression with Novel Explainable Deep Learning Architectures
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-63803-9_6
Reference85 articles.
1. Ellis, C.A., Sendi, M.S.E., Miller, R., Calhoun, V.: A novel activation maximization-based approach for insight into electrophysiology classifiers. In: 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (2021)
2. Pathak, S., Lu, C., Nagaraj, S.B., van Putten, M., Seifert, C.: STQS: Interpretable multi-modal Spatial-Temporal-seQuential model for automatic Sleep scoring. Artif. Intell. Med. 114, 102038 (2021). https://doi.org/10.1016/j.artmed.2021.102038
3. Lawhern, V.J., Solon, A.J., Waytowich, N.R., Gordon, S.M., Hung, C.P., Lance, B.J.: EEGNet: a compact convolutional neural network for EEG-based brain-computer interfaces. J. Neural Eng. 15(5), 056013 (2018). https://doi.org/10.1088/1741-2552/aace8c
4. Ellis, C.A., Miller, R.L., Calhoun, V.D.: A model visualization-based approach for insight into waveforms and spectra learned by CNNs. In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 1643–1646. IEEE (2022). https://doi.org/10.1109/EMBC48229.2022.9871414
5. Ellis, C.A., Miller, R.L., Calhoun, V.D.: A systematic approach for explaining time and frequency features extracted by convolutional neural networks from raw electroencephalography data. Front. Neuroinform. 16, 1–11 (2022). https://doi.org/10.3389/fninf.2022.872035
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