Article

Enhancing pix2pix with Swin Transformer for Cross Modal Brain CT-MR synthesis

2025-09-25

Abstract excerpt

<title>Abstract</title> <p>Cross-modal medical image synthesis, such as generating a brain computed tomography (CT) from a magnetic resonance (MR) and vice versa, plays an increasingly crucial role in the management of cerebral diseases. Conventional CNN-based models, such as pix2pix, have demonstrated utility in this domain but are limited in capturing long-range dependencies and global anatomical context, often...

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Literature Corpus work: 2b1d76ea-ef49-58cb-b06b-8d5d645c4fa7
DOI: 10.21203/rs.3.rs-7565545/v1

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