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Excited to share our new Nature Methods paper on DeepCor, a contrastive autoencoder for denoising fMRI. DeepCor separates neural signal from noise at the voxel level, works for single participants, and outperforms CompCor by up to 215% on real data. 1/7
doi.org/10.1038/s415...
doi.org/10.1038/s415...
DeepCor: denoising fMRI data with contrastive autoencoders - Nature Methods
DeepCor is a deep-learning-based denoising approach for task-based and resting-state fMRI data that can be used even for single participants.
doi.org
December 1, 2025 at 2:28 PM
Excited to share our new Nature Methods paper on DeepCor, a contrastive autoencoder for denoising fMRI. DeepCor separates neural signal from noise at the voxel level, works for single participants, and outperforms CompCor by up to 215% on real data. 1/7
doi.org/10.1038/s415...
doi.org/10.1038/s415...