TECHNOLOGIES FOR INFERRING A PATIENT CONDITION USING MACHINE LEARNING
Application
US20260088175A1
Kind: A1
Mar 26, 2026
Assignee
Hill-Rom Services, Inc.
Inventors
Timothy J. Receveur, Yongji Fu, Aziz A. Bhai
Abstract
A machine learning compute device may include circuitry configured to obtain sensor data from a product associated with a patient. The circuitry may also be configured to obtain response variable data indicative of an actual condition of the patient associated with the sensor data. Additionally, the circuitry may be configured to train, based on the response variable data and the sensor data, an inference model to infer the actual condition of the patient from the sensor data.
CPC Classifications
G16H 50/20
A61B 5/0077
A61B 5/1115
A61B 5/1121
A61B 5/1128
A61B 5/6892
A61B 5/7203
A61B 5/725
A61B 5/7267
A61G 7/05
G06N 20/00
G16H 10/60
G16H 40/67
A61B 5/447
A61B 2562/0219
A61B 2562/0252
A61G 2203/32
A61G 2203/34
A61G 2203/36
A61G 2203/44
G16H 40/40
Filing Date
2025-12-02
Application No.
19405555