Home/Medical Health/Infusion Scene Environment Classification Image Dataset

Infusion Scene Environment Classification Image Dataset

V1.0
Latest Update:
2025-11-29
Samples:
5000 records
File Size:
1.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Medical Image Analysis | Infusion Monitoring | Clinical Decision Support
Applications:
Image Classification | Deep Learning Training

Brief Introduction

The current medical industry faces challenges of insufficient image data and low annotation quality in the environmental classification of infusion scenes. Existing solutions largely rely on manual annotation, which is inefficient and prone to errors. This dataset aims to solve image recognition problems in the infusion environment classification by providing high-quality annotated data to meet the needs of clinical decision support and medical image analysis. Data collection uses professional medical imaging equipment, covering infusion scenes in different hospitals to ensure diversity and representativeness. Multiple rounds of review and expert evaluation were implemented during the annotation process to ensure annotation consistency and accuracy. Data is stored in JPG format and organized by category to facilitate subsequent model training and application.

Sample Examples

ImageFile NameResolutionScene TypeDevice PresencePersonnel Presence
1f701abec61c5145f6109b56d16777ec.jpg1280*1706Ward corridorPresence of infusion equipmentPersonnel present
e8405cbf3390791bcba17a3e7d9d32b5.jpg1280*1706Inside an ambulancePresence of medical equipmentPresence of personnel
3b01818eda9c7a27642dc405f880cb98.jpg1280*1706wardpresence of medical equipmentpresence of personnel
356a32a82af6460d1f356c5ef437d8c2.jpg1080*1421Hospital CorridorPresence of Medical EquipmentPresence of Personnel
d92d87e5b9a22eb47c13f918439c1f78.jpg1080*1440meeting roompresentabsent

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
scene_typestringIdentify the specific type of infusion scene, such as operating room, ward, etc.
device_presencebooleanIdentify whether there are medical devices present in the image.
personnel_presencebooleanIdentify whether there are personnel present 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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