SurgToolsHemControlObjDetect Computer Vision Project

DS Practicum

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CompressionDressing
ITClamp
IsraeliBandage
Wound-Packing-Gauze
tourniquet

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Description

Here are a few use cases for this project:

  1. Medical Training Applications: The model could be used in immersive training applications for medical students or professionals. By identifying different tools and bandages, the system can provide feedback to learners on whether they are using the right equipment in simulated emergency scenarios.

  2. Inventory Management: In hospital settings, the model could preemptively identify the use of specific hemorrhage control tools during surgery. This real-time tracking can help automate inventory replenishment, ensuring that necessary tools are always in stock.

  3. Robotic Assisted Surgery: The model could be integrated into robotic surgery systems to automatically recognize various surgical tools, aiding in more precise tool selection and enhancing surgical efficiency.

  4. Remote Surgery Assistance: This model could provide valuable support in telemedicine or remote surgery situations. By identifying the tools in use, the model could help remote doctors to more effectively guide surgeries or emergency procedures.

  5. Real-Time Surgery Assistance: SurgToolsHemControlObjDetect could be used to help surgeons in the operating room identify and select the correct tools in real time, potentially reducing time and inefficiencies during critical surgical procedures. This could be particularly useful in high-pressure situations or where there is excessive bleeding.

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            surgtoolshemcontrolobjdetect_dataset,
                            title = { SurgToolsHemControlObjDetect Dataset },
                            type = { Open Source Dataset },
                            author = { DS Practicum },
                            howpublished = { \url{ https://universe.roboflow.com/ds-practicum/surgtoolshemcontrolobjdetect } },
                            url = { https://universe.roboflow.com/ds-practicum/surgtoolshemcontrolobjdetect },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-12-18 },
                            }
                        
                    

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