公开(公告)号：US12112834B2

公开(公告)日：2024-10-08

申请号：US18358655

申请日：2023-07-25

Applicant: Refana Inc.

Inventor： Marcelo Adorni Pereira

IPC: G16B40/10 ,  G01N33/49 ,  G06F18/214 ,  G06N20/00

CPC classification number: G16B40/10 ,  G01N33/49 ,  G06F18/214 ,  G06N20/00 ,  G01N2800/60

Abstract: A system, method for determining blood biomarkers implemented by a processor and memory circuitry (PMC) and a program storage device and computer program product which includes providing near infra-red spectrogram data i of a patient's living tissue; using one or more pre-trained prediction models comprising a selected number of prediction routes, and determining prediction data on a selected group of biomarkers; determining one or more biomarkers associated with a number of groups, and determining an average concentration data of said biomarkers in accordance with output data of a number of prediction routes associated with said number of groups; and generating output data indicative of estimated levels of a selected set of biomarkers for said patient.