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L17 AI in Optometry - Coggle Diagram
L17 AI in Optometry
AI for eyes
2D + 3D imaging
mainly diagnostic
other functions
cataract
glaucoma
diabetic retinopathy DR
macular degeneration
px benefits
reduced cost
enrich px-clinician relationship
faster + more accurate
clinical benefits
improved workload + less stress
admin task support
challenges
lack of clinical context
social acceptance
big data req
ethical considerations
liability issues
amplify prejudices + biases
black box dilemma
democratisation of medical expertise
data security + privacy
AI models/tech
discriminative
predictive AI
e.g. siri, face ID, autocomplete
generative
large language models LMM
chatGPT
text to image model
Dall-E
deep learning language + generative img models
diffusion + dinoising
deepfake technology
deep learning discrim + generative img models
light fake: synthetic images
autoencoder
computer vision
derive meaningul input from photo + data
field of AI for computer to train this
convolutional neural nets
artificial intelligence
imagenet large scale visual recognition challenge ILSVRC
artificial neural networks ANN
turing test
machine learning
deep learning