Table 1 Common data set of medical imaging report generation
From: A survey on automatic generation of medical imaging reports based on deep learning
Data set | Description | Image | Report | Link |
|---|---|---|---|---|
IU X-Ray | Chest X-ray images of lung diseases | 7470 | 3955 | |
ChestX-ray14 | 14 kinds of lung diseases | 112,120 | – | |
CheXpert | Chest radiographs of 65,240 patients with lung diseases | 224,316 | – | |
MIMIC-CXR | 227,835 radiographic studies in DICOM format | 377,110 | 227,835 | |
CX-CHR | Chest X-ray images with Chinese reports of 35,609 patients | 45,598 | – | – |
PadChest | Chest X-ray data set obtained from 67,000 patients | 160,000 | 109,931 | |
PEIR Gross | Radiology teaching images | 4,000 | 4000 | |
DDSM | Normal, benign, and malignant mammography studies | 2620 | – |