datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
NIH-Chest-Xray-14clearwrist-pediatric-wrist-xrayClearWrist: Pediatric Wrist Fracture X-Ray Dataset
20,327 labeled pediatric wrist radiographs, rebuilt from GRAZPEDWRI-DX with clean patient-level splits, verified fracture ground truth, and YOLO-style bounding box annotations.
Overview
This dataset packages the full GRAZPEDWRI-DX corpus, 20,327 pediatric wrist radiographs from 6,091 patients treated at the Department for Pediatric Surgery of the University Hospital Graz between… See the full description on the dataset page: https://huggingface.co/datasets/Layered-Labs/clearwrist-pediatric-wrist-xray.nih-chest-xray-14-flatchest-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.dental-panoramic-xray-yolo
Dental Panoramic X-Ray Detection Dataset (YOLO Format)
Combined dataset for dental pathology detection on panoramic radiographs, in YOLO format. Built for training liodon-ai/dental-panoramic-detector.
Classes
ID
Name
Description
0
caries
Dental caries and deep caries
1
periapical_lesion
Periapical / apical periodontitis
2
impacted_tooth
Impacted and wisdom teeth
Dataset Sources
Source
Images
Boxes
License
DENTEX
724
3… See the full description on the dataset page: https://huggingface.co/datasets/liodon-ai/dental-panoramic-xray-yolo.PadChest-GR-XrayIU-XrayFork of dz-osamu/IU-Xray converted to:
Wrap images as binary objects
Reformat as standard SFT (ShareGPT-OpenAI messages) dataset format.
Metadata
Name
#train
#val
#test
img#train
img#val
img#test
IU-Xray
2,069
296
590
4,138
592
1,180
vinbigdata-chest-xray-abnormalities-png
VinBigData Chest X-ray Abnormalities (Private Processed Mirror)
Private repository for personal transfer / research use only. Do not redistribute.
Derived from the VinBigData Chest X-ray Abnormalities Detection / VinDr-CXR dataset. Original data is subject to the VinBigdata / PhysioNet data use agreement; keep this repo private and do not share access with third parties.
Contents
Path
Description
image/train/*.png
4394 train images with abnormalities… See the full description on the dataset page: https://huggingface.co/datasets/ASD9987/vinbigdata-chest-xray-abnormalities-png.IU-XrayIU-Xray-RRG
IU-Xray-RRG: Radiology Report Generation Subsets
IU-Xray-RRG packages two evaluation-focused slices from the IU X-Ray collection for radiology report generation experiments. Each configuration pairs a single-view chest radiograph (frontal) with the corresponding section of the diagnostic report, mirroring the benchmarks used in the CCD studies.
📚 Dataset Overview
Subset
Section Target
Split
#Samples
View Type
findings_section
Findings
test
3307
Frontal… See the full description on the dataset page: https://huggingface.co/datasets/X-iZhang/IU-Xray-RRG.Multimodal-Chest-X-ray-dataset-for-Normal-and-Bacterial-Pneumonia-in-Africans
Multimodal Chest X ray dataset for Normal and Bacterial Pneumonia in Africans | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: imagefolder - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Multimodal-Chest-X-ray-dataset-for-Normal-and-Bacterial-Pneumonia-in-Africans.chest-xray-classification
Dataset Labels
['NORMAL', 'PNEUMONIA']
Number of Images
{'train': 4077, 'test': 582, 'valid': 1165}
How to Use
Install datasets:
pip install datasets
Load the dataset:
from datasets import load_dataset
ds = load_dataset("keremberke/chest-xray-classification", name="full")
example = ds['train'][0]
Roboflow Dataset Page
https://universe.roboflow.com/mohamed-traore-2ekkp/chest-x-rays-qjmia/dataset/2
Citation… See the full description on the dataset page: https://huggingface.co/datasets/keremberke/chest-xray-classification.NIH-Chest-XRay-Federated
NIH Chest X-ray Federated Learning Dataset
Federated learning splits designed for the [Cold Start:] Distributed AI Hack Berlin 2025.
The dataset is based on the NIH Chest X-ray14 dataset, which contains ~112,000 X-ray images from 30,805 unique patients, and models a federated learning scenario with non-IID characteristics across three hospitals, plus an out-of-distribution test set.
Dataset Description
The data was partitioned using a scoring algorithm that creates… See the full description on the dataset page: https://huggingface.co/datasets/exalsius/NIH-Chest-XRay-Federated.chest-xray-14-320
NIH Chest X-ray14 - 320x320 Processed for CheXVision
Project Resources
GitHub repository
Presentation deck
Live demo
Scratch model
DenseNet model
This dataset repackages the raw NIH Chest X-ray14 source dataset from
alkzar90/NIH-Chest-X-ray-dataset
into a data-only Parquet dataset for the CheXVision project.
Dataset Summary
Source format: 12 ZIP archives of original chest X-ray images plus CSV manifests
Output format: data-only Parquet shards under data/… See the full description on the dataset page: https://huggingface.co/datasets/arudaev/chest-xray-14-320.iu-xrayIU-Xray-RRG
IU-Xray-RRG: Radiology Report Generation Subsets
IU-Xray-RRG packages two evaluation-focused slices from the IU X-Ray collection for radiology report generation experiments. Each configuration pairs a single-view chest radiograph (frontal) with the corresponding section of the diagnostic report, mirroring the benchmarks used in the CCD studies.
📚 Dataset Overview
Subset
Section Target
Split
#Samples
View Type
findings_section
Findings
test
3307
Frontal… See the full description on the dataset page: https://huggingface.co/datasets/HEMAN0088/IU-Xray-RRG.chest-xrays-indiana-universitychest-xray-tb-pneumonia
Chest X-Ray: Tuberculosis, Pneumonia & Normal
A curated chest X-ray image dataset for three-class classification: NORMAL, PNEUMONIA, and TUBERCULOSIS.
Derived from public sources (NIH Chest X-ray Dataset, RSNA Pneumonia Detection Challenge, Kaggle TB datasets) and split into train/validation/test sets.
Dataset Structure
final_dataset/
├── train/ # 9,097 images (NORMAL=3,911 | PNEUMONIA=2,971 | TUBERCULOSIS=2,215)
├── val/ # 1,950 images… See the full description on the dataset page: https://huggingface.co/datasets/realsudarshan/chest-xray-tb-pneumonia.x-ray_acl-dataset
Data Source
https://universe.roboflow.com/roboflow-100/acl-x-ray
Dataset Card Authors
Mahadi Hassan
Dataset Card Contact
mahadise01@gmail.com
Linkdin: https://www.linkedin.com/in/mahadise01
Github: https://github.com/Mahadih534
chest-xray-14
NIH Chest X-ray14 — Processed for CheXVision
This dataset wraps the NIH Chest X-ray14 dataset, preprocessed for the CheXVision project.
Labels
Label
Count
Prevalence
Infiltration
19,894
17.7%
Effusion
13,317
11.9%
Atelectasis
11,559
10.3%
Nodule
6,331
5.6%
Mass
5,782
5.2%
Pneumothorax
5,302
4.7%
Consolidation
4,667
4.2%
Pleural_Thickening
3,385
3.0%
Cardiomegaly
2,776
2.5%
Emphysema
2,516
2.2%
Edema
2,303
2.1%
Fibrosis
1,686
1.5%… See the full description on the dataset page: https://huggingface.co/datasets/arudaev/chest-xray-14.xraydar-multimodal
X-Raydar Multimodal Chest X-Ray Dataset
A multimodal dataset of 979 chest X-ray examinations, each with:
Chest X-ray image (full-resolution PNG, anonymised)
Consensus image-level labels (37 radiological findings, agreed by two expert radiologists with adjudication)
Bounding box annotations on the image from each annotator independently (localising each finding)
Original radiology report text
Report span annotations (token-level labels across 45 categories)
This dataset combines… See the full description on the dataset page: https://huggingface.co/datasets/dnamodel/xraydar-multimodal.Chest_Xray_N_Hot_AugNIH-Chest-X-ray-dataset_resized300pxNIH-Chest-Xray-14xray-balanced-datasetChest_Xray_N_Hot_TrainX-ray_chest_images
Chest X-Ray Images (Pneumonia)
This dataset is a rehosted version of the Chest X-Ray Images (Pneumonia) dataset originally published on Mendeley Data:
All images have been converted top rgba images
Source: https://data.mendeley.com/datasets/rscbjbr9sj/2
Citation: http://www.cell.com/cell/fulltext/S0092-8674(18)30154-5
License: CC BY 4.0
Data collected from pediatric patients (1–5 years) from Guangzhou Women and Children’s Medical Center.
nih-chest-xraynih-chest-xray-smallchest-xray-14
NIH Chest X-ray14 — Processed for CheXVision
This dataset wraps the NIH Chest X-ray14 dataset, preprocessed for the CheXVision project.
Labels
Label
Count
Prevalence
Infiltration
19,894
17.7%
Effusion
13,317
11.9%
Atelectasis
11,559
10.3%
Nodule
6,331
5.6%
Mass
5,782
5.2%
Pneumothorax
5,302
4.7%
Consolidation
4,667
4.2%
Pleural_Thickening
3,385
3.0%
Cardiomegaly
2,776
2.5%
Emphysema
2,516
2.2%
Edema
2,303
2.1%
Fibrosis
1,686
1.5%… See the full description on the dataset page: https://huggingface.co/datasets/Sharon2105/chest-xray-14.