LPBA40

该数据集包含了40个原始的T1加权三维MRI扫描图像，同时附有脑部遮罩和56个解剖结构作为分割的基准真值。此外，该数据集被用于评估JERS方法，涉及的任务包括脑部提取、配准和分割。This dataset consists of 40 raw T1-weighted 3D MRI scan images, and is accompanied by brain masks and 56 anatomical structures as the ground truth for segmentation. Furthermore, this dataset has been used to evaluate the JERS method, with the involved tasks including brain extraction, registration, and segmentation.

搜集汇总

背景与挑战

背景概述

LPBA40是一个用于神经影像处理的专业数据集，主要用于一次性联合提取、配准和分割任务。该数据集作为JERS方法的三大测试数据集之一，具有标准的预处理流程和针对性的训练参数设置。