Image Synthesis in Multi-Contrast MRI With Conditional Generative Adversarial Networks - Dar, Salman UH; Yurt, Mahmut; Karacan, Levent; Erdem, Aykut; Erdem, Erkut; Cukur, Tolga (IEEE transactions on medical imaging, 2019)
Keywords: Brain - diagnostic imaging; Brain Neoplasms - diagnostic imaging; cycleconsistency loss; Diagnostic systems; Feature extraction; Gallium nitride; Generative adversarial network; Generative adversarial networks; Generators; Glioma - diagnostic imaging; Humans; Image acquisition; Image contrast; Image enhancement; Image generation; Image Interpretation, Computer-Assisted - methods; Image Processing, Computer-Assisted - methods; image synthesis; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Medical imaging; multi-contrast MRI; Neural networks; Neural Networks, Computer; pixel-wise loss; Synthesis; Target recognition; Task analysis