SCR database: Segmentation in Chest Radiographs

https://www.isi.uu.nl/Research/Databases/SCR/

胸部XPとその正常構造のセグメンテーション

B. van Ginneken, M.B. Stegmann, M. Loog, "Segmentation of anatomical structures in chest radiographs using supervised methods: a comparative study on a public database", Medical Image Analysis, 2006, vol. 10, pp. 19-40.

Fully Convolutional Architectures for Multi-Class Segmentation in Chest Radiographs

https://arxiv.org/abs/1701.08816

上記のデータベースを使って深層学習でセグメンテーションした論文。

Chest X-Ray Images (Pneumonia)

https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia/home

The dataset is organized into 3 folders (train, test, val) and contains subfolders for each image category (Pneumonia/Normal). There are 5,863 X-Ray images (JPEG) and 2 categories (Pneumonia/Normal).

肺炎ありと肺炎無しの胸部XP

NIH Chest X-ray Dataset

https://www.kaggle.com/nih-chest-xrays/data/home

疾患ラベル付きの胸部XP

ただし、ラベルが怪しいと言われている