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Published at December 9

FedSynthCT-Brain: A Federated Learning Framework for Multi-Institutional Brain MRI-to-CT Synthesis

eess.IV

cs.CV

Released Date: December 9, 2024

Authors: Ciro Benito Raggio¹, Mathias Krohmer Zabaleta, Nils Skupien, Oliver Blanck, Francesco Cicone, Giuseppe Lucio Cascini, Paolo Zaffino, Lucia Migliorelli, Maria Francesca Spadea

Aff.: ¹Institute of Biomedical Engineering Karlsruhe Institute of Technology

Arxiv: http://arxiv.org/pdf/2412.06690v1

Data origin	MRI scanners / Field strength [T]	CT scanners / kVp
Centre A (USA)	MAGNETOM Trio / 3	LightSpeed QX/i / 140
Centre B (IT)	Biograph mMR / 3	Discovery ST / 120
Centre C (DE)	Vantage Titan / 1.5	Brilliance Sensation Open / 120
Centre D (NL, SynthRAD Centre C [21])	MAGNETOM, Avanto_fit, Skyra, Vida_fit, Prisma_fit / 1.5-3	Brilliance Big Bore / 120
Centre E (NL, SynthRAD Centre B [21])	MAGNETOM Aera, Avanto_fit / 1.5-3	SOMATOM Definition AS / 120