MR. DOC
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About
MR. DOC is a diagnostic platform powered by advanced deep learning algorithms. It uses active reinforcement learning to speed up training and minimize the knowledge transfer effort of human doctors. It is currently active in ophthalmology, cardiology and radiology. The platform uses a semi-supervised learning AI platform able to learn from small labelled datasets, augmenting their dimension, and predicting possible variations or noise that could be met in the future, to make the diagnosis robust in real-world settings. It is a CE-Mark medical device according to the European regulation (UE) 2017/745.
Platform
Features
• active reinforcement learning
• oct retinal scan segmentation
• semi-supervised learning ai platform
• active learning for dataset sampling
• emotional state detection from video selfie
• arrhythmia detection from video selfie
• tumor detection in mammography scans
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