The Problem.
We often come across cases of late diagnosis that mihght not be curable because it is too late.
Phase 1
We often come across cases of late diagnosis that mihght not be curable because it is too late.
Phase 2
After recognizing the issue, our team faced significant challenges in identifying a viable solution, given the lack of resources and appropriate tools. We brainstromed various possibilities to detect diseases and came to the knowldge of retinal scans
Phase 3
With combined experience in technology and basic knowledge in training models we set out to create our own companion software. However this journey was not easy and hassle free. In a retinal scan spectroscopy plays an intergal role in capturing a clear retinal scan.
Phase 4
Making use of Visual Learning softwares and public retinal scan databases, we created our own model capable of identifying various diseases using just a simple retinal scan, often with accuracy ranging above 90%
Phase 5
Here came the real deal. We apporached Opthalmologists and talked to them about our idea to get thier insighits. We also obtained retinal scans of various pateints to precisely train our model on what to look for in scans. We were also able to get inputs on the practicality of the project
The Result.
After rigorous research and model training using various sources, we gave birth to VisioGene.
VisioGene is an AI model trained using vision-based reinforcement learning. It acts as a perfect companion to Doctors and Clinic workers, aiming to reduce human errors in the field.
Ability to scan for diseases is not limited to only the retina, helping people save their valuable time and money, providing a one stop solution.
| NAME | Information |
|---|---|
| Diabetic Retinopathy | A diabetes-related eye condition that damages the retina's blood vessels, potentially causing vision loss. |
| Glaucoma | A group of eye diseases characterized by optic nerve damage, often due to high intraocular pressure, leading to gradual vision loss. |
| Branch Retinal Vein Occlusion (BRVO) | A blockage in one of the small veins carrying blood from the retina, causing vision problems. |
| Large Optic Cup | An enlarged optic disc cup-to-disc ratio, often associated with glaucoma and optic nerve damage. |
| Pathological Myopia | Severe near sightedness causing progressive vision loss |
| Rhegmatogenous Retinal Detachment | A separation of the retina caused by a retinal tear, allowing fluid to collect underneath. |
| Hypertensive Retinopathy | Retinal damage resulting from high blood pressure, affecting the blood vessels and leading to vision issues. |
| Cataract | A clouding of the eye's lens, causing blurred or dimmed vision. |
| Central Serous Chorioretinopathy | A condition where fluid builds up under the retina, causing visual distortion. |
| Disc Edema | Swelling of the optic nerve head, often linked to increased intracranial pressure or other conditions. |
| Macular Scar | Scarring in the macula, the central part of the retina, which can impair detailed vision. |
| Retinitis Pigmentosa | A group of genetic disorders causing progressive retinal degeneration and night blindness. |