brain NAVigation Lab


Imaging Genetics (IG)

The imaging genetics targets the investigation and modelling of the link between image-derived endophenotypes and genetic determinants at different scales. Information regarding genetic variants, either at SNP or aggregated levels, and imaging descriptors derived from different modalities is jointly investigated relying on statistical/machine/deep learning models equipped with explanation and interpretation tools, opening to the holistic modeling of the brain and beyond.


Cruciani F., Altmann A., Lorenzi M., Menegaz G. and Boscolo Galazzo I.
"What PLS can still do for Imaging Genetics in Alzheimer's disease."
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics

Dolci G., Rahaman M.A., Chen J., Duan K., Fu Z., Abrol A., Menegaz G., and Calhoun V.D.
“A deep generative multimodal imaging genomics framework for Alzheimer’s disease prediction”
22nd IEEE International Conference on BioInformatics and BioEngineering (2022)