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US 2023/0410544 A1Published application
Classifying pharmacovigilance documents using image analysis
AssigneeBristol-Myers Squibb Company
InventorSameen Mayur Desai
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Abstract
Provided herein are systems, apparatus, device, method, and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for classifying a document using image analysis. In an embodiment, a server may train and implemented a deep learning model to classify documents using image representations of the documents.
Claims20
A computer-implemented method when executed on data processing hardware causes the data processing hardware to perform operations comprising:
- receiving a request to classify a document;
- converting the document into a new image file;
- blending one or more pages of the new image file into a single image stack;
- assigning, using a trained learning engine, a first classification and a second classification to the document based on the single image stack;
- and
- determining a priority value of the document based the first classification and the second classification.
3 more elements
A system comprising:
- data processing hardware;
- and
- memory hardware in communication with the data processing hardware, the memory hardware storing instructions that when executed on the data processing hardware cause the data processing hardware to perform operations comprising:
- receiving a request to classify a document;
- converting the document into a new image file;
- blending one or more pages of the new image file into a single image stack;
- assigning, using a trained learning engine, a first classification and a second classification to the document based on the single image stack;
- and
- determining a priority value of the document based the first classification and the second classification.
6 more elements
Dependencies are inferred from the claim text.