Google Inc.

Yuan Liu

Yun Liu

Kang Li

David Coz

Robert Carter Dunn

Ayush Jain

Vishakha Gupta

Dennis Ai

Clara Eng

Jessica Gallegos

David Henry Way

Peggy Yen Phuong Bui

The present disclosure is directed to a deep learning system for differential diagnoses of skin diseases. In particular, the system performs a method that can include obtaining a plurality of images that respectively depict a portion of a patient's skin. The method can include determining, using a machine-learned skin condition classification model, a plurality of embeddings respectively for the plurality of images. The method can include combining the plurality of embeddings to obtain a unified representation associated with the portion of the patient's skin. The method can include determining, using the machine-learned skin condition classification model, a skin condition classification for the portion of the patients skin, the skin condition classification produced by the machine-learned skin condition classification model by processing the unified representation, wherein the skin condition classification identifies one or more skin conditions selected from a plurality of potential skin conditions.

Deep learning system for differential diagnosis of skin diseases

Growing community of inventors

Santa Clara, CA, United States of America

Yuan Liu