Overcoming Atlas Heterogeneity in Federated Learning for Cross-Site Connectome-Based Predictive Modeling

Q Liang, BD Adkinson, R Jiang, D Scheinost - International Conference on …, 2024 - Springer
Data-sharing in neuroimaging research alleviates the cost and time constraints of collecting
large sample sizes at a single location, aiding the development of foundational models with …

[HTML][HTML] Release the Krakencoder: A unified brain connectome translation and fusion tool

KW Jamison, Z Gu, Q Wang, MR Sabuncu, A Kuceyeski - bioRxiv, 2024 - ncbi.nlm.nih.gov
Brain connectivity can be estimated in many ways, depending on modality and processing
strategy. Here we present the Krakencoder, a joint connectome mapping tool that …