Author

Tyler Mari

University of LiverpoolORCID 0000-0001-9062-5175Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Andrej StančákiD· 1 shared Christopher Andrew BrowniD· 1 shared Danielle HewittiD· 1 shared Jessica Henderson· 1 shared Nicholas B. FalloniD· 1 shared S. Hasan AliiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Andrej StančákORCID

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1 paper

Recent·Most cited

External Validation of Machine Learning and EEG for Continuous Pain Intensity Prediction in Healthy Individuals

Tyler Mari, Jessica Henderson, S. Hasan Ali, Danielle Hewitt, Christopher Andrew Brown, Andrej Stančák, Nicholas B. Fallon

This study externally validates machine learning models for predicting continuous pain intensity from EEG data in healthy individuals, finding limited accuracy despite some classification model success.

bioRxiv · Nov 9, 2023 · PreprintNeuroscience