SIIM-ACR Pneumothorax Segmentation

In this competition, you’ll develop a model to classify (and if present, segment) pneumothorax from a set of chest radiographic images. If successful, you could aid in the early recognition of pneumothoraces and save lives. What am I predicting? We are attempting to a) predict the existence of pneumothorax in our test images and b) indicate the location and extent of the condition using masks. Your model should create binary masks and encode them using RLE.

在本竞赛中，您将开发一个模型以对胸部X光影像集中的气胸进行分类（如有必要，进行分割）。若能成功，您将有助于气胸的早期识别并挽救生命。我将预测什么？我们试图在测试图像中预测气胸的存在，并使用掩码标示该疾病的部位和范围。您的模型应生成二值掩码，并使用RLE编码进行编码。