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Release the Krakencoder: A unified brain connectome translation and fusion tool
Brain connectivity can be estimated in many ways, depending on modality and processing
strategy. Here we present the Krakencoder, a joint connectome map** tool that …
strategy. Here we present the Krakencoder, a joint connectome map** tool that …
Edge-centric network control on the human brain structural network
Network control theory models how gray matter regions transition between cognitive states
through associated white matter connections, where controllability quantifies the contribution …
through associated white matter connections, where controllability quantifies the contribution …
Overcoming Atlas Heterogeneity in Federated Learning for Cross-Site Connectome-Based Predictive Modeling
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 …
large sample sizes at a single location, aiding the development of foundational models with …
Cross-atlas brain connectivity map** with dual-conditional diffusion model
R Zhang, G Chen, C Deng, J Ma… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
The open neuroimaging datasets provided by researchers offer a wealth of samples for
scientific research, enhancing reproducibility and accelerating new scientific discoveries …
scientific research, enhancing reproducibility and accelerating new scientific discoveries …
Advancing Machine Learning in Neuroimaging by Maximizing Data Utility Through Imputation and Connectome Harmonization
Q Liang - 2024 - search.proquest.com
Neuroimaging techniques, including fMRI and DTI, have significantly advanced with
machine learning, providing powerful tools for studying the human brain. However, the field …
machine learning, providing powerful tools for studying the human brain. However, the field …