MEDICAL ANALYSIS USING SPATIOTEMPORAL ANALYSIS AND TRANSFORMER-BASED MODELS
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United States of America
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Issued Date -
Apr 10, 2025
app pub date -
Sep 30, 2024
filing date -
Sep 30, 2024
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Abstract
The present disclosure relates to a method. The method includes operating a first spatiotemporal model upon a plurality of frames of an anatomic video of a patient to determine a first prediction. The first spatiotemporal model is configured to determine the first prediction using a plurality of hand-crafted features extracted from the plurality of frames. A second spatiotemporal model having one or more deep learning models is operated upon the plurality of frames of the anatomic video to determine a second prediction. A medical prediction is generated based upon a combination of the first prediction and the second prediction.
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