Author

Armin Nikpour

The University of SydneyORCID 0000-0002-2384-0710Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Christina MaheriD· 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

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersNeuroscience

Christina MaherORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

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

Yikai Yang, Nhan Duy Truong, Jason K. Eshraghian, Christina Maher, Armin Nikpour, 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.

bioRxiv · Jul 2, 2021 · PreprintNeuroscience

Continental generalization of an AI system for clinical seizure recognition

Yikai Yang, Nhan Duy Truong, Christina Maher, Armin Nikpour, Omid Kavehei

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

bioRxiv · Mar 7, 2021 · PreprintNeuroscience