49 datasets found

Chest X-ray dataset used for detecting shortcuts in medical images

The NIH ChestXray14 dataset contains frontal-view X-ray images of 30,805 unique patients with 14 disease labels, which are obtained from associated radiology reports.

The MNIST dataset is a large dataset of handwritten digits, and the MIMIC-CXR-JPG dataset is a large dataset of chest x-ray images.

The Rads-VinDr-CXR dataset is a sub-dataset of VinDr-CXR, annotated by three radiologists (R8, R9, R10).

The IU X-ray dataset is a publicly accessible dataset designed for medical image analysis, specifically focusing on X-ray images and facilitating the evaluation of radiology...

The MIMIC-CXR-JPG dataset is a large publicly available database of labeled chest radiographs.

A collection of radiology examinations for distribution and retrieval.

Chest ImaGenome dataset

The dataset used in this study for COVID-19 detection, containing laboratory parameters and chest x-ray images.

Large chest radiograph dataset with uncertainty labels and expert comparison.

Chest X-ray datasets used to train machine learning models, potentially suffering from population, prevalence, and annotation shift biases.

MIMIC is a public dataset that describes clinical information of patients admitted to an Intensive Care Unit at the Beth Israel Deaconess Medical Center in Boston, Massachusetts...

A database of 332 PA chest X-ray images for research purposes.

A database of 7517 PA chest X-ray images for research purposes.

A hospital-scale chest X-ray database, namely “ChestX-ray8”, which comprises 108,948 frontal-view X-ray images of 32,717 unique patients with the text-mined eight common disease...

Chest X-ray dataset from Montgomery and Shenzhen hospital for exploring best segmentation model

COVIDx dataset, which is an ongoing project, i.e., the number of available examples may change over time. The snapshot of COVIDx used in this paper consists of 8851 CXR images...

COVID-19 chest X-ray dataset is the largest open access benchmark dataset in terms of the number of COVID-19 positive patient cases.

Chest radiography is one of the most ubiquitous diagnostic modalities for cardiothoracic and pulmonary abnormalities in the clinical setting. A timely diagnostic based on the...

A hospital-scale chest x-ray dataset with weakly-supervised classification and localization of common thorax diseases