A federated learning architecture for secure and private neuroimaging analysis

Author:

Stripelis DimitrisORCID,Gupta Umang,Saleem Hamza,Dhinagar Nikhil,Ghai Tanmay,Anastasiou Chrysovalantis,Sánchez Rafael,Steeg Greg Ver,Ravi Srivatsan,Naveed Muhammad,Thompson Paul M.,Ambite José Luis

Funder

Defense Advanced Research Projects Agency

National Institutes of Health

Publisher

Elsevier BV

Reference106 articles.

1. Deep learning in biomedicine;Wainberg;Nat. Biotechnol.,2018

2. Overview of deep learning in medical imaging;Suzuki;Radiol. Phys. Technol.,2017

3. Image reconstruction by domain-transform manifold learning;Zhu;Nature,2018

4. Unsupervised deep learning for bayesian brain mri segmentation;Dalca,2019

5. Deep learning-based computer-aided detection system for automated treatment response assessment of brain metastases on 3d mri;Cho;Front. Oncol.,2021

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