Brain and More Lab. Neuroimaging, Machine Learnig, AI, Neurotech

About Us

We are a research group focused on different aspects of neuroimaging, from microscopy to magnetic resonance imaging. As the name says we are not limited to neuroimaging but involved also in other medical imaging projects as well as translation of research into startups and other forms of inclusion in our society.

SanoScience

We are part of Sano, center of computational medicine

AGH Krakow

and located inside the AGH campus

News

3/10/2021

Brain&More meetup

We are starting our outreach activities with AGH students through our meetup

15/5/2023

NeuroSummerSchool

We are organizing the first summer school in Lipari (Italy) about neuroimaging, neurooncology and neuroscience

26/5/2023

MICCAI Brainlesion workshop

For the 5th time we are organizing the MICCAI workpshop on brainlesion also including the BRATS challenge

Tweets by brain_more

Our Portfolio

In this section we list our publications as well as other projects

Selection Peer-reviewed journals

Functional and structural reorganization in brain tumors: a machine learning approach using desynchronized functional oscillations Joan Falcó-Roget, Alberto Cacciola, Fabio Sambataro & Alessandro Crimi Nature Communication Biology, 7, Article number: 419 (2024)

Deep Learning Glioma Grading with the Tumor Microenvironment Analysis Protocol for Comprehensive Learning, Monika Pytlarz, Kamil Wojnicki, Paulina Pilanc, Bozena Kaminska, Alessandro Crimi, Journal of Imaging Informatics in Medicine, 1-17

Prediction of misfolded proteins spreading in Alzheimer’s disease using machine learning and spreading models Luca Gherardini, Aleksandra Zajdel, Lorenzo Pini, Alessandro Crimi Cerebral Cortex 2023, bhad380

Structurally Constrained Effective Brain Connectivity A Crimi, L Dodero, F Sambataro, V Murino, D Sona NeuroImage 239 (1), 118288

An integrated genomic approach to dissect the genetic landscape regulating the cell-to-cell transfer of α-synuclein E Kara, A Crimi, A Wiedmer, M Emmenegger, C Manzoni, S Bandres-Ciga, ... Cell Reports 35 (10), 109189 2021

Community detection in brain connectomes with hybrid quantum computing M. Wierzbiński, J. Falcó-Roget & A. Crimi Nature Scientific Reports 2023

Genome-wide association study of brain connectivity changes for alzheimer’s disease SSM Elsheikh, ER Chimusa, NJ Mulder, A Crimi Nature Scientific reports 10 (1), 1-16

Relating Global and Local Connectome Changes to Dementia and Targeted Gene Expression in Alzheimer's Disease SSM Elsheikh, ER Chimusa, NJ Mulder, A Crimi Frontiers in Human Neuroscience December 2021

Automated glioma multiclass tumor classification Pytlarz, M., Wojnicki, K., Pilanc, P., Kaminska, B., & Crimi, A. In Medical Imaging 2023: Digital and Computational Pathology (Vol. 12471, pp. 395-401). SPIE.