Author

Oana Geman

Chalmers University of TechnologyORCID 0000-0002-8347-8733Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Assay:electronic health records· 2 Organism:human· 2 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:statistical model· 1

Frequent Co-Authors

Sara SharghilavaniD· 2 shared Alexandra-Stefania MihaiiD· 1 shared Hadi Abbasi· 1 shared Hadi SeyedarabiiD· 1 shared Hassan ShahrokhiiD· 1 shared Leila Mehdizadeh FanidiD· 1 shared Matti KarppaiD· 1 shared Octavian Adrian PostolacheiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 21 mutual co-author links

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2 shared papersNeuroscience

Sara SharghilavanORCID

Mutual co-authors in cluster

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2 papers

Recent·Most cited

Application of Explainable AI in Neuroscience: Enhancing Autism Screening

Oana Geman, Sara Sharghilavan, Hadi Abbasi, Roxana Toderean, Octavian Adrian Postolache, Alexandra-Stefania Mihai, Matti Karppa

This paper applies a ResNet+BiLSTM hybrid model with explainable AI techniques to classify autism spectrum disorder using EEG data, achieving accurate classification and transparent feature explanations.

bioRxiv · Feb 16, 2026 · PreprintNeuroscience

N100 as a Neural Marker of Atypical Early Auditory Encoding in Autism: Sensitivity to Pitch, Distance-Based Intensity, and Spatial Location

Sara Sharghilavan, Leila Mehdizadeh Fanid, Oana Geman, Hassan Shahrokhi, Hadi Seyedarabi

This study examines N100 ERP responses to speech stimuli in ASD and TD groups, finding reduced amplitudes for normal pitch and binaural presentation.

bioRxiv · Aug 8, 2025 · PreprintNeuroscience