National Lung Screening Trial (NLST)

该数据集来源于Learn2Reg挑战赛，用于评估医学图像配准方法。图像尺寸为224×192×224，像素间距为1.5毫米。评估将在整个体积上进行。数据集按照170/10/30的比例分为训练集、验证集和测试集。所涉及的任务是医学图像配准。

This dataset is sourced from the Learn2Reg Challenge, which is used to evaluate medical image registration methods. The images have a size of 224×192×224 and a pixel spacing of 1.5 mm. Evaluation will be conducted across the entire volume. The dataset is split into training, validation, and test sets at a ratio of 170:10:30. The task involved is medical image registration.

搜集汇总

背景与挑战

背景概述

NLST数据集是一项关于肺癌筛查的大规模随机对照试验数据，包含54,000名高风险参与者的临床信息、CT扫描和病理图像。数据部分公开，完整数据集需申请获取，适用于肺癌早期筛查和诊断研究。