ML4PNP at OHBM 2026

Members of the ML4PNP lab participated in the Organization for Human Brain Mapping (OHBM) 2026 Annual Meeting, where we presented our latest research on normative modeling and computational neuroimaging.

Our lab contributed two scientific posters:

• Mohammad Zamanzadeh presented “A Normative Atlas for Resting-State Human Magnetoencephalography.” This work introduces one of the first lifespan normative reference frameworks for resting-state MEG, providing age-informed reference ranges for oscillatory brain activity. The atlas represents a major step toward individualized interpretation of MEG data and precision neuropsychiatry.

• Ymke Verduyn presented “Biological Brain Health Index.” The project explores a data-driven framework for quantifying individual brain health by integrating multimodal neuroimaging and normative modeling. The proposed index aims to provide a biologically grounded measure of brain health monitoring.

OHBM continues to be the leading international forum for advances in human brain mapping, bringing together researchers from neuroscience, neuroimaging, psychology, medicine, and machine learning. The conference provided an excellent opportunity to discuss our work with the international community, receive valuable feedback, and establish new collaborations.

We thank everyone who visited our posters and look forward to continuing these exciting research directions.