Surgical Robot Operation Status Classification Image Dataset

#classification task #status recognition #surgical monitoring #robot-assisted surgery #medical research
  • 5000 records
  • 1.5G
  • JPG/PNG/JSON
  • CC-BY-NC-SA 4.0
  • MOBIUSI INCMOBIUSI INC
Updated:2026-03-17

AI Analysis & Value Prop

The current medical industry is gradually popularizing the use of robotic technology in surgeries. However, due to the complex and ever-changing states during surgery, existing datasets struggle to cover various operational states, resulting in suboptimal model training. Existing solutions often lack sufficient high-quality labeled images, limiting the efficacy of machine learning algorithms. This dataset aims to provide a rich array of surgical robot operation status images to help researchers develop more accurate classification models. Data is captured using high-resolution cameras in real surgical environments to ensure authenticity and reliability. For quality control, the data undergoes multiple rounds of labeling, with consistency checks and expert reviews of the labeling results to ensure data quality. Data is stored in JPG format, organized into folders for convenient subsequent use and management. The dataset structure is clear, allowing users to quickly find the information they need.

Dataset Insights

Sample Examples

b23054b0**.jpg|1080*608|120.32 KB

f05668d1**.jpg|1080*1441|115.14 KB

4c22768e**.jpg|1080*1440|195.73 KB

599b3f33**.jpg|1080*1441|116.66 KB

6af1a586**.jpg|1080*810|117.55 KB

Technical Specifications

FieldTypeDescription
file_namestringFile name
qualitystringResolution
operation_stagestringIndicates the current stage in the surgical procedure.
robot_statusstringIdentifies the operational status of the robot in the image (idle, working, fault, etc.).

Compliance Statement

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

Frequently Asked Questions

What is the purpose of the surgical robot operation state classification image dataset?
This dataset can be used to study the performance of surgical robots in different operational states, helping to improve the precision and efficiency of surgical robots.
Which medical fields is this dataset suitable for?
This dataset is suitable for intraoperative monitoring, surgical robot training and optimization, medical imaging analysis, and other medical fields.
How can this dataset improve the research and application of surgical robots?
By analyzing the images in the dataset, researchers can improve robotic operation algorithms, thereby enhancing the effectiveness and safety of surgical robots in clinical applications.
What are the image categories in the surgical robot operation state classification image dataset?
The dataset may include image categories that depict different operational states, actions, or task characteristics of the robot.
What is the research value of this dataset in the healthcare field?
This dataset aids in advancing surgical robot technology, optimizing surgical processes, and enhancing patient outcomes and safety.

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Cite this Work

@dataset{Mobiusi2025,
  title={Surgical Robot Operation Status Classification Image Dataset},
  author={MOBIUSI INC},
  year={2025},
  url={https://www.mobiusi.com/datasets/2bccf845c2bf6a3253625d18d52924b7},
  urldate={2025-10-22},
  keywords={surgical robot, operation status, image classification, medical dataset, deep learning},
  version={1.0}
}

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