公开(公告)号：US10896763B2

公开(公告)日：2021-01-19

申请号：US16242350

申请日：2019-01-08

Applicant: KONINKLIJKE PHILIPS N.V.

Inventor： Vinutha Kempanna ,  Srinivas Hariharan ,  Siripurapu Mahesh Reddy ,  Kiran Kumar Yadalam

IPC: G16H50/70 ,  G10L25/54 ,  G10L25/66 ,  G06N20/00 ,  G16H20/00 ,  G16H50/20

Abstract: The present disclosure pertains to a system for providing model-based treatment recommendation via individual-specific machine learning models. In some embodiments, the system (i) obtains an audio recording of an individual, (ii) determines, from the audio recording, one or more utterance-related features of the individual; (iii) performs one or more queries based on the one or more utterance-related features to obtain health information (e.g., utterance-related conditions and treatments provided for the utterance-related conditions) associated with similar individuals having similar utterance-related conditions as the subject; (iv) provides the health information associated with the similar individuals to a machine learning model to train the machine learning model; and (v) provides, subsequent to the training of the machine learning model, the one or more utterance-related features to the machine learning model to determine one or more treatments for the individual.