Japanese journal of radiology
Super-resolution deep learning reconstruction improves brain MRI quality and detection of metastases.
Yusuke Asari, Koichiro Yasaka, Jun Kanzawa, Yuki Sonoda, Takahiro Fukushima, Hiroaki Koyama, Saori Koshino, Shigeru Kiryu, Osamu Abe
Published: 202510.1007/s11604-025-01921-3
Abstract
PURPOSE: Accurate identification of brain metastases is critical for determining prognosis and guiding treatment. Deep learning reconstruction (DLR) enhances MRI quality by reducing noise, while super-resolution DLR (SR-DLR) may further improve spati…
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