Classification of clinically relevant intravascular volume status using point of care ultrasound and machine learning.

Safwan Wshah,Beilei Xu, John Steinharter,Clifford Reilly,Katelin Morrissette

Journal of medical imaging (Bellingham, Wash.)（2022）

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摘要

Our two-stream 3D deep neural network is able to classify POCUS video clips that match physicians' classification for or against diuretic use with high accuracy. This serves as a foundational step in the progress toward AI-aided diagnosis and AI implementation in the field of IVS evaluation by POCUS.

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关键词

artificial intelligence,clinical decision aid,machine learning,point of care ultrasound,ultrasound

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