SYSTEM AND METHODS FOR AUTOMATICALLY RECOMMENDING RADIOLOGY PROTOCOLS USING MACHINE LEARNING TECHNIQUES
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United States of America
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Issued Date -
Jan 9, 2025
app pub date -
Nov 23, 2022
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Nov 23, 2022
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Abstract
Various methods and systems are provided for automatically recommending one or more radiology protocols based on an imaging examination order which includes both structured and unstructured data. In one example, a method includes receiving an imaging examination order requesting an imaging examination, wherein the imaging examination order comprises structured data and unstructured text, converting the unstructured text into one or more feature vectors, mapping the structured data and the one or more feature vectors to a standardized radiology protocol representation using an imaging examination order classifier, and mapping the standardized radiology protocol representation to a site-specific radiology protocol using a site-specific radiology protocol translator.
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