datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
isles24-stroke
ISLES'24 Stroke Training Dataset
Multi-center longitudinal multimodal acute ischemic stroke training dataset from the ISLES'24 Challenge.
Overview
149 acute ischemic stroke training cases with:
Admission imaging (ses-01): Non-contrast CT, CT angiography, 4D CT perfusion
Follow-up imaging (ses-02): Post-treatment MRI (DWI, ADC)
Clinical data: Demographics, patient history, admission NIHSS, 3-month mRS outcomes
Annotations: Infarct masks, large vessel occlusion masks… See the full description on the dataset page: https://huggingface.co/datasets/hugging-science/isles24-stroke.Brain-Stroke-Diagnosissynthetic-stroke-patients-v3
Synthetic Stroke Patient Episodes v3
Release status: PILOT_ONLY. Clinical use is not approved.
This repository contains 1,000 wholly synthetic adult stroke episodes with 130 structured dimensions, compositional clinical notes, and 5,000 time-indexed educational task examples. It contains no real patient records.
Splits
Train: 700 patients
Validation: 100 patients
Test: 100 patients
Challenge: 100 patients
Each episode is also represented at five information… See the full description on the dataset page: https://huggingface.co/datasets/therayelab/synthetic-stroke-patients-v3.Stroketekno21-brain-stroke-dataset-multi
Dataset Card for BTX24/tekno21-brain-stroke-dataset-multi
🔗 Dataset Sources
Dataset Source: TEKNOFEST-2021 Stroke Dataset
Kaggle: İnme Veri Seti (Stroke Dataset)
Sağlık Bakanlığı Açık Veri Portalı: İnme Veri Seti
Dataset Structure
Format: PNG
Total Images: 7,369
Categories:
hemorajik/ (Hemorrhagic stroke images)
iskemik/ (Ischemic stroke images)
normal/ (Non-stroke images)
The dataset is structured in a folder-based format where images are grouped into… See the full description on the dataset page: https://huggingface.co/datasets/BTX24/tekno21-brain-stroke-dataset-multi.stroke-classification
Stroke Classification: Pre-processed Brain CT Dataset
Related resources
Live demo
Training code
Distilled model
Summary
Task: Binary CT image classification (No-Stroke = 0, Stroke = 1)
Dataset Size: ~16.5k images per fold, ~49.5k files across folds on disk. ~3 GB total
Structure: 3-fold cross-validation (Fold1, Fold2, Fold3), each containing train/ and test/ splits
Labeling Strategy: Original classes (No Stroke, Bleeding, Ischemia) were converted into a… See the full description on the dataset page: https://huggingface.co/datasets/melisklc0/stroke-classification.atlas-strokebrain-stroke-ct-dataset
AI-Based Intelligent Extraction of Diseased Areas from Medical Radiography Images
1. Overview
This dataset is a refined and preprocessed version of the Brain Stroke CT Dataset, specifically optimized for semantic segmentation tasks using deep learning architectures like U-Net. This work is part of a research project focused on automating the extraction of pathological regions (Bleeding and Ischemia) from head CT scans to assist in rapid clinical diagnosis.
2.… See the full description on the dataset page: https://huggingface.co/datasets/iraqigold/brain-stroke-ct-dataset.StrokeLesSegStroke_Prediction_Datasetstroke-tatbotlogo-2025y-07m-30d-12h-23m-49safrica-synth-stroke-emergency-care-all
Stroke Emergency Care | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - 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 This Dataset Covers
Health datasets help researchers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-stroke-emergency-care-all.africa-synth-disability-stroke-rehabilitation-recovery-all
Stroke Rehabilitation & Recovery (SSA) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: culture_language - 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 This Dataset Covers
Public… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-disability-stroke-rehabilitation-recovery-all.Stroke_Prediction_Dataset
Stroke Prediction Dataset Analysis
Presentation Video
Project Overview
The goal of this project is to predict the likelihood of a patient suffering a stroke based on demographic, health, and lifestyle parameters. Stroke is a leading cause of death and long-term disability worldwide, and early identification of high-risk individuals can significantly improve prevention strategies and clinical outcomes.
Dataset Summary
Source: Kaggle – Stroke… See the full description on the dataset page: https://huggingface.co/datasets/nadiCR7/Stroke_Prediction_Dataset.Framingham_Stroke_Datasetswmt17-strokenetstrokeBrain_Stroke_Segmentationstroke-tatbotlogo-2025y-08m-11d-15h-13m-42sstroke-prediction-dataset
🩺 Healthcare Stroke Prediction Tabular Dataset
🤝 Engineering Team (2024): Oussama EL HADJI • Radia BAHAYA • Oualid GHAFFARI • Imane SADOG
A curated clinical tabular dataset of 5,110 patient records designed for supervised classification of cerebrovascular events (strokes). Contains demographic attributes, lifestyle risk indicators, and physiological biomarkers.
👥 Project Engineering Team
Oussama EL HADJI — Machine Learning Modeling &… See the full description on the dataset page: https://huggingface.co/datasets/bosaj/stroke-prediction-dataset.Mridingham-Stroke4_pack_toys_vae_stroke_prplhandwriting_strokesstroke-flower-2025y-07m-28d-15h-22m-53sAfrica-stroke-prediction-dataset
Africa stroke prediction dataset | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - 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 This Dataset Covers
Health datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-stroke-prediction-dataset.stroke-cerebrovascular-disease
Stroke & Cerebrovascular Disease (Type, Severity, Treatment, Disability) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - 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 This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/stroke-cerebrovascular-disease.Stroke-Wearable_Datasetautotrain-data-stroke-classifier
AutoTrain Dataset for project: stroke-classifier
Dataset Description
This dataset has been automatically processed by AutoTrain for project stroke-classifier.
Languages
The BCP-47 code for the dataset's language is unk.
Dataset Structure
Data Instances
A sample from this dataset looks as follows:
[
{
"image": "<233x197 L PIL image>",
"target": 0
},
{
"image": "<233x197 L PIL image>",
"target": 0
}]
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/Neurogpt/autotrain-data-stroke-classifier.handwriting_edge_case_in_one_stroketekno21-brain-stroke-dataset-binary
Dataset Card for BTX24/tekno21-brain-stroke-dataset-binary
Dataset Description
📌 EN:The TEKNO21 Brain Stroke Dataset consists of 7,369 anonymized brain CT scans in DICOM and PNG formats, labeled by seven expert radiologists. It includes acute/hyperacute ischemic and hemorrhagic stroke cases, as well as non-stroke images. Each annotation was verified for accuracy. The dataset was curated from the Turkish Ministry of Health’s e-Pulse and Teleradiology System (2019–2020) as… See the full description on the dataset page: https://huggingface.co/datasets/BTX24/tekno21-brain-stroke-dataset-binary.