Advancing 1.5T MR imaging: toward achieving 3T quality through deep learning super-resolution techniques

IntroductionA 3T MRI scanner delivers enhanced image quality and SNR, minimizing artifacts to provide superior high-resolution brain images compared to a 1.5T MRI. Thus, making it vitally important for diagnosing complex neurological conditions. However, its higher cost of acquisition and operation,...

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Principais autores:	Sk Rahatul Jannat, Kirsten Lynch, Maryam Fotouhi, Steve Cen, Jeiran Choupan, Nasim Sheikh-Bahaei, Gaurav Pandey, Bino A. Varghese
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2025-06-01
coleção:	Frontiers in Human Neuroscience
Assuntos:	image quality super resolution T1 weighted Image harmonization transformer enhanced GAN
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fnhum.2025.1532395/full
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