METHOD AND SYSTEM FOR ANALYSING MEDICAL IMAGES TO GENERATE A MEDICAL REPORT
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United States of America
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Issued Date -
Jan 9, 2025
app pub date -
Nov 17, 2022
filing date -
Nov 17, 2022
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Abstract
A system for analysing an image of a body part, the system including: an extractor module for extracting image features from the image; a transformer, including: an encoder including multiple encoder layers, and a decoder including multiple decoder layers, wherein each layer of the encoder and decoder includes a bi-linear multi-head attention layer configured to compute second-order interactions between vectors associated with the extracted image features; and a positional encoder configured to provide contextual order to an output of the bi-linear multi-head attention layer of the decoder; and a text-generation module to generate a text-based medical report of the image based on an output from the transformer.
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