Author

Daniella Mahfoud

National University of SingaporeORCID 0009-0005-9988-724XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1 Physiology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:experimental assay· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Raymond P. NajjariD· 2 shared Zhiqun Tang· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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2 shared papersNeuroscience

Raymond P. NajjarORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintJul 2, 2026

Pre-task light exposure primes higher-order cognition and preserves mood

Daniella Mahfoud, Raymond P. Najjar

This study shows that pre-task light exposure improves cognitive performance and mood without affecting alertness.

DOI 10.64898/2026.06.28.735029

humanexperimental assay

𝕏 PostBluesky

PhysiologybioRxivPreprintJan 9, 2026

Human-Perception-Aligned Machine Learning for Indoor-Outdoor Classification

Daniella Mahfoud, Zhiqun Tang, Raymond P. Najjar

The paper develops a machine learning model to classify environments as indoor or outdoor using multispectral light data, achieving high accuracy aligned with human perception.

DOI 10.64898/2026.01.08.698168

machine learning (classical)benchmarking

𝕏 PostBluesky