Home/Medical Health/Nursing Procedure Workflow Dataset

Nursing Procedure Workflow 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:
nursing training | medical quality assessment | procedure workflow optimization
Applications:
object detection | image classification

Brief Introduction

The current healthcare industry faces challenges with insufficient standardization of nursing procedures and suboptimal training effectiveness. Existing solutions often lack specificity, resulting in inconsistent nursing quality. This dataset aims to provide high-quality nursing procedure workflow data to support the training of object detection models, thereby improving the standardization level of nursing procedures and enhancing training effectiveness. Data collection is conducted using professional medical equipment in real hospital environments to ensure the data's authenticity and validity. We have implemented multiple rounds of annotation and consistency checks, and all annotations are reviewed by experts to ensure high quality and accuracy. The data storage format is JPG, categorized by patient ID for convenient retrieval and use.

Sample Examples

ImageFile NameResolutionNurse ActionEquipment UsedAction Phase
a81c789fb89d7dd996461d3c446c0d57.jpg1280*960Assist in surgical proceduresSurgical instruments, surgical lightSurgery in progress
5bf411c26b14e74bd954b2f4c631a038.jpg1280*958Resuscitation in progress using a defibrillator.Defibrillator.In the stage of delivering shock.
2825c480c6d3043d7bae486c9710c8db.jpg1280*961Measure blood pressureSphygmomanometerBlood pressure measuring
d9f06d8cb7395139e4b81c11f3d788c6.jpg1280*960Observe patient's vital signs and equipment parameters.Monitor, operating table.In the observation and monitoring phase.
a121e387687b4480d6ff9fde1c52ff02.jpg1280*1575The nurse is operating the control panel of the dialysis machine.Dialysis machineAdjusting or monitoring the operation phase of the equipment

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
nurse_actionstringThe specific nursing action being executed in the image.
equipment_usedstringThe medical equipment being used during the nursing action.
action_phasestringThe phase of the nursing action currently depicted 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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