I am working on a Diagnostic tool to help ophthalmologists diagnose Eye Diseases (like Keratitis) . The idea is to upload a picture of the eye and let the python program isolate the features / Lesions from the uploaded picture and present it as output for the Opthalmologist to consider.
You may need to build a model then train with labeled image first to achieve what you need.
I think there are no differences using python, matlab and keras. Build your own DB and using any tools which you are familiar with
sure. python along with matlab can also help suggesting some diseases too
it's depend upon picture you want to upload and the features you want, depending on that we have to manipulate the image such that the particular portion highlights itself and then redrawing images with that particular features only merged with old one
Dear Amit:
Nice to see the researchers started to pay more attentions about the ophthalmic imaging. I have number of research in such field regrading the keratoconus and some other ophthalmic problems. My advice to you that the ophthalmic diseases such as Keratitis are more clear to be diagnosed by the ophthalmologist as it is surface and clear changes and mostly the time periods for it is not so critical (unless it is severe). All the way I suggest to you the open source program called orange, you can find it on the following website:
https://orange.biolab.si/
Regards
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