NODE21

欢迎来到NODE21 截至2022年4月，NODE21重新开放以供公众参与 (请参阅本页末尾的 “阶段” 部分) NODE21是有两首曲目的挑战。我们邀请团队开发检测结节的算法和在胸片中生成结节的算法。目标是为这项重要的临床任务共同开发高性能的开源解决方案。我们将使用算法生成结节，为检测算法创建额外的训练数据。我们希望表明，生成模型可用于改进相关医学AI应用程序的检测模型。Welcome to NODE21 As of April 2022, NODE21 has reopened for public participation (please refer to the "Phases" section at the end of this page). NODE21 is a challenge with two tracks. We invite teams to develop algorithms for nodule detection and nodule generation in chest radiographs. The goal is to collaboratively develop high-performance open-source solutions for this critical clinical task. We will use the generative nodule algorithms to create additional training data for the detection algorithms, aiming to demonstrate that generative models can be leveraged to enhance detection models for relevant medical AI applications.

搜集汇总

背景与挑战

背景概述

NODE21是一个医学影像数据集，专注于胸部X光片中结节的检测和生成，旨在通过算法改进医学AI应用的性能。该数据集由亚马逊·MICCAI于2021年发布，鼓励开发开源解决方案以支持临床任务。