Author

Teresa Murta

National Physical LaboratoryORCID 0000-0002-2893-7570Unclaimed 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:bulk RNA-seq· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Adam J. TayloriD· 1 shared Alex DexteriD· 1 shared Andrew D. CampbelliD· 1 shared Arafath Kaja NajumudeeniD· 1 shared Bin Lun YaniD· 1 shared Chelsea J. NikulaiD· 1 shared David William CarmichaeliD· 1 shared Efstathios Andreas EliaiD· 1 shared

Activity by Year

2020-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Adam J. TaylorORCID

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2 papers

Recent·Most cited

Measurement of the mapping between intracranial EEG and fMRI recordings in the human brain

David William Carmichael, Serge Vulliémoz, Teresa Murta, Umair Javaid Chaudhary, Suejen Perani, Roman Rodionov, Maria João Rosa, Karl John Friston, Louis Lemieux

The paper examines the relationship between intracranial EEG and fMRI in the sensorimotor cortex, finding that high gamma power correlates with fMRI changes during motor tasks and rest.

Bioengineering · Feb 27, 2024Peer-reviewedNeuroscience

Training a neural network to learn other dimensionality reduction removes data size restrictions in bioinformatics and provides a new route to exploring data representations

Alex Dexter, Spencer A. Thomas, Rory T. Steven, Kenneth N. Robinson, Adam J. Taylor, Efstathios Andreas Elia, Chelsea J. Nikula, Andrew D. Campbell, Yulia Panina, Arafath Kaja Najumudeen, Teresa Murta, Bin Lun Yan, Piotr Grabowski, Gregory R. Hamm, John G. Swales, , Josephine Bunch

The paper uses deep learning with t-SNE to analyze large datasets and overcome size limitations in bioinformatics.

bioRxiv · Sep 3, 2020 · PreprintBioinformatics