TECHNOLOGIES FOR INFERRING A PATIENT CONDITION USING MACHINE LEARNING

• Main Authors: Bhai, Aziz A, Receveur, Timothy J, Fu, Yongji
• Format: Patent
• Language: English
• Published: 01.07.2021
• Subjects: CALCULATING; CHAIRS FOR DENTISTRY; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; DIAGNOSIS; FUNERAL DEVICES; HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA; HUMAN NECESSITIES; HYGIENE; IDENTIFICATION; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; MEDICAL OR VETERINARY SCIENCE; OPERATING TABLES OR CHAIRS; PHYSICS; SURGERY; TRANSPORT OR ACCOMODATION FOR PATIENTS

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.