DAM-AL: Dilated Attention Mechanism with Attention Loss for 3D Infant Brain Image Segmentation

1 code implementation • 27 Dec 2021 • Dinh-Hieu Hoang, Gia-Han Diep, Minh-Triet Tran, Ngan T. H Le

While Magnetic Resonance Imaging (MRI) has played an essential role in infant brain analysis, segmenting MRI into a number of tissues such as gray matter (GM), white matter (WM), and cerebrospinal fluid (CSF) is crucial and complex due to the extremely low intensity contrast between tissues at around 6-9 months of age as well as amplified noise, myelination, and incomplete volume.

Brain Image Segmentation Image Segmentation +1