Author

Jaakko Lehtinen

Nvidia (United States)ORCID 0000-0001-9418-4944Unclaimed ORCID profile · follow to get notified of new preprints

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Neuroscience· 1

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Approach:deep learning· 1 Assay:electronic health records· 1

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Hanna PankkaiD· 1 shared Risto Juhani IlmoniemiiD· 1 shared Timo RoineiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperNeuroscience

Hanna PankkaORCID

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1 paper

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NeuroscienceNeural ComputationPeer-reviewedMar 3, 2025

Enhanced EEG Forecasting: A Probabilistic Deep Learning Approach

Hanna Pankka, Jaakko Lehtinen, Risto Juhani Ilmoniemi, Timo Roine

This paper applies probabilistic deep learning to forecast resting-state EEG signals, achieving more accurate long-term predictions than autoregressive models.

16 citationstop 1%

electronic health recordsdeep learning

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