Author

Hossein Roushan

University of TabrizORCID 0000-0001-9231-2930Unclaimed 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:cell type annotation· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Masoud GeravanchizadehiD· 2 shared Sahar Bakhshalipour GavganiiD· 1 shared

Activity by Year

2021-2023 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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2 shared papersNeuroscience

Masoud GeravanchizadehORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintSep 27, 2023

Auditory attention detection in cocktail-party: A microstate study

Hossein Roushan, Sahar Bakhshalipour Gavgani, Masoud Geravanchizadeh

This paper introduces a real-time system for detecting selective auditory attention using EEG microstates, showing improved classification performance with 6 optimized microstate topographies.

1 citation

humanelectronic health records

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NeuroscienceScientific ReportsPeer-reviewedJul 29, 2021

Dynamic selective auditory attention detection using RNN and reinforcement learning

Masoud Geravanchizadeh, Hossein Roushan

This paper develops a dynamic selective auditory attention detection system using RNN and reinforcement learning, achieving 94.2% classification accuracy with minimal delay.

26 citations

machine learning (classical)

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