公开(公告)号：US20240079112A1

公开(公告)日：2024-03-07

申请号：US18076367

申请日：2022-12-06

Applicant: Apple Inc.

Inventor： Andrew MILLER ,  Gregory DARNELL ,  Guillermo R. SAPIRO ,  Seyedeh Sana TONEKABONI ,  You REN ,  Achille NAZARET

IPC: G16H20/30

CPC classification number: G16H20/30

Abstract: The subject technology provides a framework for generating physiological predictions for a user of an electronic device. The physiological predictions may include user-specific predictions of a heartrate, a heartrate range, a number of steps, a number of calories, or other physiological conditions or aspects that may occur if the user engages in a future activity, such as a future workout. The physiological predictions may be generated by a machine learning model that incorporates a physiological state equation, and that generates, and utilizes, a user-specific embedding, along with user-agnostic parameters of the future activity, to make the predictions.