COMPLEX PATIENT-MATCHED ORTHOPEDIC PROSTHESIS SELECTION

    公开(公告)号:US20240238096A1

    公开(公告)日:2024-07-18

    申请号:US18410744

    申请日:2024-01-11

    Abstract: A method comprises generating initial designs that represent an orthopedic prosthesis customized for a patient; generating alternative designs based on the initial designs, wherein the alternative designs represent the orthopedic prosthesis and generating the alterative designs comprises, for each initial design in the set of initial designs: applying an encoder model that generates a vector based on the initial design, wherein the encoder model is part of an autoencoder; generating a set of modified vectors by modifying one or more elements of the vector; applying a decoder model to the modified vectors to generate one or more of the alternative designs, wherein the decoder model is part of the autoencoder, and the alternative designs represent the orthopedic prosthesis; and selecting a design for the orthopedic prosthesis based from the initial designs or the alternative designs.

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