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19972026
most citedRecurrence Plot Based Measures of Complexity and its Application to Heart Rate Variability Data

997 citations

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Showing 2023 · cs.LGShow all

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cs.LG2023★ 1 cited

DeepRepViz: Identifying Confounders in Deep Learning Model Predictions

Roshan Prakash Rane, JiHoon Kim, Arjun Umesha +3

Deep Learning (DL) models have gained popularity in neuroimaging studies for predicting psychological behaviors, cognitive traits, and brain pathologies. However, these models can…

cs.LG2023★ 66 cited

Promises and pitfalls of deep neural networks in neuroimaging-based psychiatric research

Fabian Eitel, Marc-André Schulz, Moritz Seiler +2

By promising more accurate diagnostics and individual treatment recommendations, deep neural networks and in particular convolutional neural networks have advanced to a powerful to…