Author

José Manuel Ferrández Vicente

Universidad de CartagenaORCID 0000-0002-4613-6101Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:electronic health records· 2 Approach:statistical model· 2 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Eduardo FernándeziD· 2 shared Jennifer SorinasiD· 2 shared Juan C. Fernandez-Troyano· 1 shared Mikel Val-CalvoiD· 1 shared

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2019-2019 · peak 2/yr

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4 top collaborators · 6 mutual co-author links

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2 shared papersNeuroscience

Eduardo FernándezORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintMay 20, 2019

The Psychological and Physiological Part of Emotions: Multimodal Approximation for Valence Classification

Jennifer Sorinas, José Manuel Ferrández Vicente, Eduardo Fernández

The paper investigates valence classification of emotions using EEG, ECG, and skin temperature signals, finding that EEG alone performs as well as multimodal approaches.

1 citation

humanelectronic health records

𝕏 PostBluesky

NeurosciencebioRxivPreprintMay 16, 2019

A new model for the implementation of positive and negative emotion recognition

Jennifer Sorinas, Juan C. Fernandez-Troyano, Mikel Val-Calvo…·Eduardo Fernández

This paper proposes a model for real-time EEG-based emotion recognition with high accuracy using wavelet analysis, sliding window parameters, and classifiers like QDA and KNN.

5 citations

electronic health recordsstatistical model

𝕏 PostBluesky