Multi-Conditional Constraint Generative Adversarial Network-Based MR Imaging from CT Scan Data

• Published in: Sensors (Basel, Switzerland) Vol. 22; no. 11; p. 4043
• Main Authors: Liu, Mingjie, Zou, Wei, Wang, Wentao, Jin, Cheng-Bin, Chen, Junsheng, Piao, Changhao
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 26.05.2022; MDPI
• Subjects: brain CT-MR image dataset; Datasets; Design; medical image modal transformation; Medical imaging; multi-conditional constraint generative adversarial network; object re-identification; Teaching methods; brain CT-MR image dataset; multi-conditional constraint generative adversarial network; medical image modal transformation; object re-identification

Magnetic resonance (MR) imaging is an important computer-aided diagnosis technique with rich pathological information. The factor of physical and physiological constraint seriously affects the applicability of that technique. Thus, computed tomography (CT)-based radiotherapy is more popular on accou...