专利检索 ap:("STMICROELECTRONICS, INC." OR "STMicroelectronics International N.V.") AND inv:"Goldy" 第 1 页

1.

发明公开
CUFFLESS BLOOD PRESSURE MONITOR WITH MULTIPLE INERTIAL MEASUREMENT UNITS 审中-公开

公开(公告)号：US20240188837A1

公开(公告)日：2024-06-13

申请号：US18063021

申请日：2022-12-07

申请人： STMICROELECTRONICS, INC. , STMicroelectronics International N.V.

发明人： Mahesh CHOWDHARY , Vijay KUMAR , Goldy , Kolin PAUL

IPC分类号： A61B5/021 , A61B5/00 , A61B5/026 , A61B5/11

CPC分类号： A61B5/021 , A61B5/026 , A61B5/1102 , A61B5/6833 , A61B5/7267 , A61B5/7278 , A61B2562/0219 , A61B2562/043

摘要： A blood pressure monitoring device includes a patch including two inertial measurement units placed adjacent to the skin of a user. The blood pressure monitoring device includes a control unit coupled to the patch and configured to receive sensor data from the inertial measurement units. The control unit includes an analysis model trained with multiple machine learning processes to generate blood pressure estimations based on the sensor data. A first general machine learning process trains the analysis model with a training set gathered from plurality of other individuals. The second general machine learning process retrains a portion of the analysis model with a second machine learning process utilizing individualized training set gathered from the user.