Invention Grant
- Patent Title: Method and computer program for predicting bilirubin levels in neonates
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Application No.: US17695714Application Date: 2022-03-15
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Publication No.: US11662354B2Publication Date: 2023-05-30
- Inventor: Gilbert Koch , Sven Wellmann , Marc Pfister , Severin Kasser , Melanie Wilbaux
- Applicant: UNIVERSITÄT BASEL
- Applicant Address: CH Basel
- Assignee: UNIVERSITÄT BASEL
- Current Assignee: UNIVERSITÄT BASEL
- Current Assignee Address: CH Basel
- Agency: Hoxie & Associates LLC
- Priority: EP 194160 2017.09.29
- Main IPC: G01N33/72
- IPC: G01N33/72 ; G06F17/18 ; G16H10/00 ; G16H50/20

Abstract:
The invention relates to a method and a computer program for estimating a bilirubin level of a neonate, composed of the steps of:
Acquiring a series of bilirubin levels estimated at different time points from a sample obtained from a neonate,
Acquiring a plurality of covariates from the neonate, each composed of an information about a neonatal property,
Providing a pre-defined bilirubin model function, wherein the bilirubin model function is configured to describe a time course of a bilirubin level of a neonate,
Determining a plurality of model parameters of the bilirubin model function, wherein each model parameter is estimated from at least one covariate of the plurality of covariates and an associated population model parameter,
Determining from the series of acquired bilirubin levels and the bilirubin model function with the determined model parameters an expected bilirubin level of the neonate for a time particularly later than a lastly acquired bilirubin level of the series of bilirubin levels.
Acquiring a series of bilirubin levels estimated at different time points from a sample obtained from a neonate,
Acquiring a plurality of covariates from the neonate, each composed of an information about a neonatal property,
Providing a pre-defined bilirubin model function, wherein the bilirubin model function is configured to describe a time course of a bilirubin level of a neonate,
Determining a plurality of model parameters of the bilirubin model function, wherein each model parameter is estimated from at least one covariate of the plurality of covariates and an associated population model parameter,
Determining from the series of acquired bilirubin levels and the bilirubin model function with the determined model parameters an expected bilirubin level of the neonate for a time particularly later than a lastly acquired bilirubin level of the series of bilirubin levels.
Public/Granted literature
- US20220252621A1 METHOD AND COMPUTER PROGRAM FOR PREDICTING BILIRUBIN LEVELS IN NEONATES Public/Granted day:2022-08-11
Information query
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