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The Future of Precision Diagnostics With Ultrasound
The idea that portable imaging could serve as a surrogate for some degree of, of specificity is certainly where we'd like to go with this work. Once we build out kind of the suite of sort of the checkers level classifiers, which are no, are no small feet to pull off, but they just aren't necessarily as, as futuristic as the idea of precision diagnosis through an ultrasound probe. And so there's an undeniable appeal there for the trained physician or even the learning physician and certainly a complete transformative opportunity if you imagine that AI being used by non-standard point of care users such as nurse, bit breast, breast or a therapist,. pre-hospital care providers, and the list