fundusv3 Computer Vision Project

prsworkspace

Updated 2 years ago

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Classes (16)
artefact
blot hemorrhage
choroidal nevus
cotton wool spot
dot hemorrhage
drusen
epiretinal membrane
flame shaped hemorrhage
fovea
hard exudates
microaneurysm
myelinated nerve fibre layer
optic cup
optic disc
pigmentation
roth spot

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Description

Here are a few use cases for this project:

  1. Medical Diagnosis Software: This computer vision model can be incorporated in medical diagnostic software to assist ophthalmologists in diagnosing various eye conditions such as glaucoma, macular degeneration, and diabetic retinopathy by identifying abnormalities in fundus images, such as microaneurysm and bleeding.

  2. Research in Ophthalmology: Researchers can use this model for analysis in clinical studies related to eye diseases, improving their understanding of the pathogenesis and progression of these conditions.

  3. Telemedicine: Fundusv3 can be used in telemedicine platforms where doctors could remotely diagnose eye conditions by analyzing the images using the model. This would be particularly helpful where access to ophthalmologists is limited.

  4. Training Medical Students: The model can be used in educational settings to help medical students learn about various optic-image classes and related diseases.

  5. Automated Screening Triage: Hospitals and clinics can use this model as a preliminary screening tool to prioritize patients based on the severity of potential eye conditions detected in the images, thereby optimizing the use of healthcare resources.

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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{
                            fundusv3_dataset,
                            title = { fundusv3 Dataset },
                            type = { Open Source Dataset },
                            author = { prsworkspace },
                            howpublished = { \url{ https://universe.roboflow.com/prsworkspace/fundusv3 } },
                            url = { https://universe.roboflow.com/prsworkspace/fundusv3 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { oct },
                            note = { visited on 2024-12-21 },
                            }
                        
                    

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