Diabetes Computer Vision Project

Medical Devices

Updated a year ago

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Classes (15)
Alcohol-Pad
Baby-Weight-Scale
Beam-Scale
Electronic-Sphygmomanometer
Glucometer
Insulin-Bottle
Insulin-Pen
Insulin-Pump
Lancet
Lancing-Device
Sphygmomanometer
Syringe
Test-Strip
Vial
Weight-Scale

Metrics

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Description

Here are a few use cases for this project:

  1. Health Monitoring Applications: The "Diabetes" computer vision model can be utilized in healthcare applications designed for diabetes patients for AI-driven identification and management of medical devices, such as guiding patients on appropriate use of devices like insulin pens, glucometers, or test strips.

  2. Hospital Inventory Management: The model can be implemented in automated inventory control systems in hospitals or clinics, by identifying and tracking the usage of key diabetes management devices such as insulin bottles, syringes, and sphygmomanometers.

  3. Telemedicine Services: The model can provide aid in telemedicine scenarios, enabling the healthcare provider to visually recognize the devices that patients are using at home. This facilitates better remote patient monitoring and treatment strategy adjustments.

  4. Education and Training: The model can be used in digital education platforms to train medical students or healthcare professionals about various diabetes-related devices, helping them to visually identify and understand the usage of these devices.

  5. AI-driven Surveillance for Safety: The model can be implemented in surveillance systems within pharmacies or health equipment stores to monitor the sale of devices, by recognizing over-the-counter transactions of diabetes-related equipments like insulin pens, lancets or insulin bottles. This can aid in ensuring the lawful sale of these materials.

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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{
                            diabetes-v9dmc_dataset,
                            title = { Diabetes Dataset },
                            type = { Open Source Dataset },
                            author = { Medical Devices },
                            howpublished = { \url{ https://universe.roboflow.com/medical-devices-frgsl/diabetes-v9dmc } },
                            url = { https://universe.roboflow.com/medical-devices-frgsl/diabetes-v9dmc },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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