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Ambulance Patient Condition Classification Image Dataset

V1.0
Latest Update:
2025-11-29
Samples:
5000 records
File Size:
1.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Emergency Medicine | Medical Image Analysis | Patient Condition Monitoring
Applications:
Image Classification | Condition Recognition

Brief Introduction

With the increasing demand for emergency medical services, ambulances face significant challenges in rapid response and patient condition monitoring. Currently, existing medical image classification methods often rely on traditional medical imaging technology and lack specialized datasets for emergency scenarios, making it difficult to meet the needs for real-time monitoring and classification. This dataset aims to help researchers and engineers develop more intelligent emergency medical solutions by providing high-quality image data. The data is collected using high-resolution cameras in various emergency scenarios to ensure image diversity. We have implemented multiple rounds of annotation and expert review to ensure consistency and accuracy. The data is stored in JPG format, categorized by time and location, to facilitate subsequent analysis and processing. This dataset not only provides rich patient condition images but also enhances data reliability through strict quality control processes.

Sample Examples

ImageFile NameResolutionPatient PositionMedical Equipment PresentEmergency Lights OnOxygen Mask UsageVisible Injury
eebd1915f7381e533db440f8fa6d3d17.jpg1080*1420lying downpresentoffnot wornno obvious wounds
330dfa2722e53191415e9ed80431bdd4.jpg1080*1363lying downpresentunknownnot wornno visible injuries
99e1069b442a7e125c6f907a572ca83c.jpg1080*1440lying downpresentoffnot wornno visible wound
be6c1b2325b63eb1b1cfd8c935973fac.jpg1280*1706lying on the sidepresentoffnot wornno obvious wounds
cee8833a4a8e653a7cdd999a22125213.jpg1080*1440lyingpresentoffnot wearingno visible injury

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
patient_positionstringThe specific posture of the patient in the image, such as lying down, sitting, etc.
medical_equipment_presentbooleanIndicates whether there is visible medical equipment in the image.
emergency_lights_onbooleanIndicates whether the emergency lights in the ambulance are on.
oxygen_mask_usagebooleanIndicates whether the patient is wearing an oxygen mask.
visible_injurybooleanIndicates whether there is a visible injury on the patient in the image.

Compliance Statement

ItemContent
Authorization TypeCC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)
Commercial UseRequires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and AnonymizationNo PII, no real company names, simulated scenarios follow industry standards
Compliance SystemCompliant with China’s Data Security Law / EU GDPR / supports enterprise data access logs

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