Author

Ammar Ibrahim

Cairo University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:benchmarking· 1 Research Focus:drug response / drug discovery· 1 Assay:electrophysiology· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Alaa-Allah Essam· 1 shared Ashar Seif Al-Nasr· 1 shared Aya F. KhalafiD· 1 shared Ayman AnwariD· 1 shared Ayman Eldeib· 1 shared Kerstin RitteriD· 1 shared Mariam El-Saqa· 1 shared Marija TochadseiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperBioengineering

Alaa-Allah Essam

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Author profile →

2 papers

Recent·Most cited

AI-based Psychiatric Prediction in Youth: Neuroimaging Provides Minimal Gains Beyond Confounds

Sam Christian Jan Gijsen, Ammar Ibrahim, Marija Tochadse, Kerstin Ritter

This study shows that AI models using neuroimaging data do not outperform simple models using demographics and recording site in predicting psychiatric phenotypes in youth.

bioRxiv · May 26, 2026 · PreprintNeuroscience

Filter bank common spatial pattern and envelope-based features in multimodal EEG-fTCD brain-computer interfaces

Alaa-Allah Essam, Ammar Ibrahim, Ashar Seif Al-Nasr, Mariam El-Saqa, Sohila Mohamed, Ayman Anwar, Ayman Eldeib, Murat Akçakaya, Aya F. Khalaf

This paper improves multimodal EEG-fTCD brain-computer interfaces using FBCSP and envelope features, achieving high classification accuracies for motor imagery and mental rotation tasks.

PLoS ONE · May 22, 2025Peer-reviewedBioengineering