Google Inc.

Michael Dwight Howell

Ryan Michael Rifkin

Katherine Irene Chou

Alvin Rishi Rajkomar

Aren Jansen

Daniel Ellis

Henry George Wei

David Parish

Kasumi Widner

Michael Philip Brenner

The present disclosure provides systems and methods that generating health diagnostic information from an audio recording. A computing system can include a machine-learned health model comprising that includes a sound model trained to receive data descriptive of a patient audio recording and output sound description data. The computing system can include a diagnostic model trained to receive the sound description data and output a diagnostic score. The computing system can include at least one tangible, non-transitory computer-readable medium that stores instructions that, when executed, cause the processor to perform operations. The operations can include obtaining the patient audio recording; inputting data descriptive of the patient audio recording into the sound model; receiving, as an output of the sound model, the sound description data; inputting the sound description data into the diagnostic model; and receiving, as an output of the diagnostic model, the diagnostic score.

System and method for generating diagnostic health information using deep learning and sound understanding

Growing community of inventors

Palo Alto, CA, United States of America

Michael Dwight Howell