Use of diagnostic algorithms in ophthalmology?
I’m working on an educational ophthalmology tool (Oculearning) and would love feedback from clinicians and trainees here.
One feature we’ve built is an “algorithm” section that guides users through structured diagnostic pathways (e.g., symptom → key exam findings → differential considerations). It’s intended to help organize clinical thinking for learners (medical students, residents) and potentially assist non-ophthalmology clinicians (e.g., ER doctors, general practitioners) in approaching eye-related presentations more systematically.
I’ve attached a short video showing how it works.
My main question is:
Do you think this kind of algorithm-based approach is actually useful in ophthalmology education/early clinical reasoning, or does it risk oversimplifying cases that are too nuanced for this format?
Also curious:
Would you ever use something like this during training or on shift?
Where do you see it being helpful vs potentially misleading?
Any features that would make it more clinically realistic or useful?
For now this is not intended as a medical decision tool but rather as an educational tool. Would really appreciate honest feedback, especially from residents, attendings, and anyone who’s used similar tools.
PS: for those interested a more updated/accurate version of the algorithms is available on oculearning.com