Author

Christina Maher

The University of SydneyORCID 0000-0002-6023-9457Unclaimed 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:differential expression· 2 Assay:electronic health records· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Armin NikpouriD· 2 shared Nhan Duy TruongiD· 2 shared Omid KaveheiiD· 2 shared Yikai YangiD· 2 shared Jason K. EshraghianiD· 1 shared

Activity by Year

2021-2021 · peak 2/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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2 shared papersNeuroscience

Armin NikpourORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintJul 2, 2021

A multimodal AI system for out-of-distribution generalization of seizure detection

Yikai Yang, Nhan Duy Truong, Jason K. Eshraghian…·Omid Kavehei

This paper develops a multimodal AI system combining EEG and ECG for seizure detection, showing improved performance across out-of-distribution clinical datasets.

9 citations

electronic health recordsmachine learning (classical)

𝕏 PostBluesky

NeurosciencebioRxivPreprintMar 7, 2021

Continental generalization of an AI system for clinical seizure recognition

Yikai Yang, Nhan Duy Truong, Christina Maher…·Omid Kavehei

This paper demonstrates an AI system for seizure detection that generalizes across continents, achieving human-level performance with significantly reduced annotation time.

8 citations

humanelectronic health records

𝕏 PostBluesky