Lesion-conditioning of synthetic MRI-derived subtraction-MIPs of the breast using a latent diffusion model

Lesion-conditioning of synthetic MRI-derived subtraction-MIPs of the breast using a latent diffusion model

Abstract The purpose of this feasibility study is to investigate if latent diffusion models (LDMs) are capable to generate contrast enhanced (CE) MRI-derived subtraction maximum intensity projections (MIPs) of the breast, which are conditioned by lesions. We trained an LDM with n = 2832 CE-MIPs of b...

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Bibliographic Details
Main Authors: Lorenz A. Kapsner, Lukas Folle, Dominique Hadler, Jessica Eberle, Eva L. Balbach, Andrzej Liebert, Thomas Ganslandt, Evelyn Wenkel, Sabine Ohlmeyer, Michael Uder, Sebastian Bickelhaupt
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-56853-1

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https://doi.org/10.1038/s41598-024-56853-1

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