chest
Datasets
All datasets matching “chest”RadGenome-ChestCT
RadGenome Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis
Developing generalist foundation model has recently attracted tremendous attention among researchers in the field of AI for Medicine (AI4Medicine). A pivotal insight in developing these models is their reliance on dataset scaling, which emphasizes the requirements on developing open-source medical image datasets that incorporate diverse supervision signals across various imaging modalities.
We introduce… See the full description on the dataset page: https://huggingface.co/datasets/RadGenome/RadGenome-ChestCT.NIH-Chest-X-ray-datasetThe NIH Chest X-ray dataset consists of 100,000 de-identified images of chest x-rays. The images are in PNG format.
The data is provided by the NIH Clinical Center and is available through the NIH download site: https://nihcc.app.box.com/v/ChestXray-NIHCCnih-chest-xray-14-flatnih-chest-xray-14
Description
The NIH ChestX-ray14 dataset (NIH Clinical Center), an extension of ChestX-ray8 from the CVPR 2017 paper. It has 112,120 frontal-view chest X-rays of 30,805 unique patients. Each image is labelled with any of 14 thoracic findings, text-mined from the associated radiology reports with NLP.
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ChestX-ray dataset comprises 112,120 frontal-view X-ray images of 30,805 unique patients with the text-mined fourteen disease image labels (where each image can have multi-labels)… See the full description on the dataset page: https://huggingface.co/datasets/timm/nih-chest-xray-14.chest-xray-pneumoniaDataset Summary
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).
Chest X-ray images (anterior-posterior) were selected from retrospective cohorts of pediatric patients of one to five years old from Guangzhou Women and Children’s Medical Center, Guangzhou. All chest X-ray imaging was performed as part of patients’ routine clinical care.
For… See the full description on the dataset page: https://huggingface.co/datasets/hf-vision/chest-xray-pneumonia.CTRG-Chest-548K_volume