International Business Machines Corporation

Zachary Shahn

James R Kozloski

Daby Mousse Sow

Viatcheslav Gurev

Paolo Di Achille

Jaimit Parikh

Dual machine translators are trained by generating a translated medical image by operation of an illustrative model on an original medical record, generating information based on whether the translated medical image is natural in a modality of medical imaging, producing a back-translated medical record by operation of an interpretive model on the translated medical image, calculating a reward by comparing the back-translated medical record to the original medical record, updating parameters of the illustrative model in response to the information and the reward, and updating parameters of the interpretive model in response to the reward.

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Brooklyn, NY, United States of America

Zachary Shahn