Method and apparatus for processing surgical information based on artificial intelligence
AssigneeKorea Institute of Science and Technology
InventorsJuyoun PARK, Taemin CHOI, Yong Seok IHN
Life of this patent
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Abstract
The present disclosure relates to an image processing technology, and a method of processing surgical information includes receiving a surgical image and surgical-related text, extracting an image feature vector from the received surgical image and extracting at least two text feature vectors from the received text, generating a composite feature vector from the image feature vector and the text feature vector, and detecting an instrument present in the surgical image using the generated composite feature vector.
Claims20
A method of processing, by an apparatus for processing surgical information including at least one processor, surgical information, the method comprising:
- receiving a surgical image and surgical-related text;
- extracting an image feature vector from the received surgical image and extracting at least two text feature vectors from the received text;
- generating a composite feature vector from the image feature vector and the text feature vector;
- and
- detecting an instrument present in the surgical image using the generated composite feature vector.
A non-transitory computer-readable medium storing one or more instructions for processing surgical information,
- wherein the one or more instructions executable by one or more processors comprise:
- receiving a surgical image and surgical-related text;
- extracting an image feature vector from the received surgical image and extracting at least two text feature vectors from the received text;
- generating a composite feature vector from the image feature vector and the text feature vector;
- and
- detecting an instrument present in the surgical image using the generated composite feature vector.
An apparatus for processing task information, comprising:
- a memory configured to store a program for processing task information;
- and
- a processor configured to execute the program stored in the memory,
- wherein the program includes instructions to:
- receive a task image and task-related text;
- extract an image feature vector from the received task image and extract at least two text feature vectors from the received text;
- generate a composite feature vector from the image feature vector and the text feature vector, and
- detect an instrument present in the task image using the generated composite feature vector.
Dependencies are inferred from the claim text.